From 938dd7385caa68e1d9fff2ef2507fdbf1cd7eaab Mon Sep 17 00:00:00 2001
From: Wanlin Du <wanlindu@google.com>
Date: Tue, 22 Sep 2026 10:32:44 -0700
Subject: [PATCH] docs: Regenerate docs for 1.2.0

PiperOrigin-RevId: 986086184
---
 docs/genai.html     | 243318 ++++++++++++++++++++++++++---------------
 docs/genindex.html  |     50 +-
 docs/index.html     |     17 +-
 docs/modules.html   |     17 +-
 docs/objects.inv    |    Bin 31002 -> 31087 bytes
 docs/searchindex.js |      2 +-
 6 files changed, 155680 insertions(+), 87724 deletions(-)

diff --git a/docs/genai.html b/docs/genai.html
index 1fed2532d..8880f62d7 100644
--- a/docs/genai.html
+++ b/docs/genai.html
@@ -325,6 +325,12 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chats</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">AsyncChats</span></em><a class="headerlink" href="#genai.client.AsyncClient.chats" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.client.AsyncClient.credentials">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">credentials</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">AsyncGeminiNextGenCredentials</span></em><a class="headerlink" href="#genai.client.AsyncClient.credentials" title="Link to this definition">¶</a></dt>
+<dd><p>Credentials resource.</p>
+</dd></dl>
+
 <dl class="py property">
 <dt class="sig sig-object py" id="genai.client.AsyncClient.environments">
 <em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">environments</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#genai._gaos.google_genai.AsyncGeminiNextGenEnvironments" title="genai._gaos.google_genai.AsyncGeminiNextGenEnvironments"><span class="pre">AsyncGeminiNextGenEnvironments</span></a></em><a class="headerlink" href="#genai.client.AsyncClient.environments" title="Link to this definition">¶</a></dt>
@@ -371,6 +377,12 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tunings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#genai.tunings.AsyncTunings" title="genai.tunings.AsyncTunings"><span class="pre">AsyncTunings</span></a></em><a class="headerlink" href="#genai.client.AsyncClient.tunings" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.client.AsyncClient.voices">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">AsyncGeminiNextGenVoices</span></em><a class="headerlink" href="#genai.client.AsyncClient.voices" title="Link to this definition">¶</a></dt>
+<dd><p>Voices resource.</p>
+</dd></dl>
+
 <dl class="py property">
 <dt class="sig sig-object py" id="genai.client.AsyncClient.webhooks">
 <em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">webhooks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#genai._gaos.google_genai.AsyncGeminiNextGenWebhooks" title="genai._gaos.google_genai.AsyncGeminiNextGenWebhooks"><span class="pre">AsyncGeminiNextGenWebhooks</span></a></em><a class="headerlink" href="#genai.client.AsyncClient.webhooks" title="Link to this definition">¶</a></dt>
@@ -585,6 +597,11 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 </dl>
 </dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="id0">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">credentials</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">GeminiNextGenCredentials</span></em><a class="headerlink" href="#id0" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
 <dl class="py property">
 <dt class="sig sig-object py" id="genai.client.Client.environments">
 <em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">environments</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#genai._gaos.google_genai.GeminiNextGenEnvironments" title="genai._gaos.google_genai.GeminiNextGenEnvironments"><span class="pre">GeminiNextGenEnvironments</span></a></em><a class="headerlink" href="#genai.client.Client.environments" title="Link to this definition">¶</a></dt>
@@ -626,11 +643,16 @@ <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <dd></dd></dl>
 
 <dl class="py property">
-<dt class="sig sig-object py" id="id0">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vertexai</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#id0" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="id6">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vertexai</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#id6" title="Link to this definition">¶</a></dt>
 <dd><p>Returns whether the client is using the Vertex AI API.</p>
 </dd></dl>
 
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.client.Client.voices">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">GeminiNextGenVoices</span></em><a class="headerlink" href="#genai.client.Client.voices" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
 <dl class="py property">
 <dt class="sig sig-object py" id="genai.client.Client.webhooks">
 <em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">webhooks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="#genai._gaos.google_genai.GeminiNextGenWebhooks" title="genai._gaos.google_genai.GeminiNextGenWebhooks"><span class="pre">GeminiNextGenWebhooks</span></a></em><a class="headerlink" href="#genai.client.Client.webhooks" title="Link to this definition">¶</a></dt>
@@ -735,13 +757,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.GeminiNextGenInteractions.cancel">
 <span class="sig-name descname"><span class="pre">cancel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.GeminiNextGenInteractions.cancel" title="Link to this definition">¶</a></dt>
-<dd><p>Canceling an interaction</p>
-<p>Cancels an interaction by id. This only applies to background interactions that are still running.</p>
+<dd><p>Cancels an interaction by id. This only applies to background interactions
+that are still running.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The unique identifier of the interaction to cancel.</p></li>
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – Required. The name of the interaction to cancel.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span>) – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span>) – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span>) – Override the default request timeout configuration for this method in seconds</p></li>
@@ -756,20 +778,28 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.GeminiNextGenInteractions.create">
 <span class="sig-name descname"><span class="pre">create</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_body</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">body</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.GeminiNextGenInteractions.create" title="Link to this definition">¶</a></dt>
-<dd><p>Creating an interaction</p>
-<p>Creates a new interaction.</p>
+<dd><p>Creates a new interaction.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
 <li><p><strong>background</strong> – Input only. Whether to run the model interaction in the background.</p></li>
-<li><p><strong>environment</strong> – The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.</p></li>
+<li><p><strong>cached_content</strong> – The name of the cached content used as context to serve the prediction. Note: only used in explicit caching, where users can have control over caching (e.g. what content to cache) and enjoy guaranteed cost savings. Format: cachedContents/{cachedContent}</p></li>
+<li><p><strong>environment</strong> – The environment configuration for the interaction. Can be an object
+specifying remote environment sources or a string referencing an existing
+environment ID.</p></li>
 <li><p><strong>generation_config</strong> – Configuration parameters for model interactions.</p></li>
 <li><p><strong>input</strong> – The input for the interaction.</p></li>
-<li><p><strong>labels</strong> – The labels with user-defined metadata for the request.</p></li>
+<li><p><strong>labels</strong> – <p>The labels with user-defined metadata for the request.</p>
+<p>Label keys and values can be no longer than 63 characters
+(Unicode codepoints) and can only contain lowercase letters, numeric
+characters, underscores, and dashes. International characters are allowed.
+Label values are optional. Label keys must start with a letter.</p>
+</p></li>
 <li><p><strong>model</strong> – The model that will complete your prompt.nnSee [models](<a class="reference external" href="https://ai.google.dev/gemini-api/docs/models">https://ai.google.dev/gemini-api/docs/models</a>) for additional details.</p></li>
 <li><p><strong>previous_interaction_id</strong> – The ID of the previous interaction, if any.</p></li>
-<li><p><strong>response_format</strong> – Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.</p></li>
+<li><p><strong>response_format</strong> – Enforces that the generated response is a JSON object that complies with
+the JSON schema specified in this field.</p></li>
 <li><p><strong>response_mime_type</strong> – The mime type of the response. This is required if response_format is set.</p></li>
 <li><p><strong>response_modalities</strong> – The requested modalities of the response (TEXT, IMAGE, AUDIO).</p></li>
 <li><p><strong>safety_settings</strong> – Safety settings for the interaction.</p></li>
@@ -796,13 +826,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.GeminiNextGenInteractions.delete">
 <span class="sig-name descname"><span class="pre">delete</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.GeminiNextGenInteractions.delete" title="Link to this definition">¶</a></dt>
-<dd><p>Deleting an interaction</p>
-<p>Deletes the interaction by id.</p>
+<dd><p>Deletes the interaction by id.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The unique identifier of the interaction to delete.</p></li>
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – Required. The name of the interaction to delete.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span>) – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span>) – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span>) – Override the default request timeout configuration for this method in seconds</p></li>
@@ -817,16 +846,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.GeminiNextGenInteractions.get">
 <span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">include_input</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">last_event_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stream</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.GeminiNextGenInteractions.get" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieving an interaction</p>
-<p>Retrieves the full details of a single interaction based on its <cite>Interaction.id</cite>.</p>
+<dd><p>Retrieves the full details of a single interaction based on its
+<cite>Interaction.id</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The unique identifier of the interaction to retrieve.</p></li>
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
-<li><p><strong>include_input</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If set to true, includes the input in the response.</p></li>
-<li><p><strong>last_event_id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if <cite>stream</cite> is true.</p></li>
-<li><p><strong>stream</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If set to true, the generated content will be streamed incrementally.</p></li>
+<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – Required. The name of the interaction to retrieve.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
+<li><p><strong>include_input</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If true, includes the input in the response.</p></li>
+<li><p><strong>last_event_id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If set, resumes the interaction stream from the chunk after the event
+marked by the event id. Can only be used if <cite>stream</cite> is true.</p></li>
+<li><p><strong>stream</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If true, streams the interaction events as Server-Sent Events.</p></li>
 <li><p><strong>extra_headers</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span>) – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span>) – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span>) – Override the default request timeout configuration for this method in seconds</p></li>
@@ -858,13 +888,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.AsyncGeminiNextGenInteractions.cancel">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cancel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.AsyncGeminiNextGenInteractions.cancel" title="Link to this definition">¶</a></dt>
-<dd><p>Canceling an interaction</p>
-<p>Cancels an interaction by id. This only applies to background interactions that are still running.</p>
+<dd><p>Cancels an interaction by id. This only applies to background interactions
+that are still running.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The unique identifier of the interaction to cancel.</p></li>
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – Required. The name of the interaction to cancel.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span>) – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span>) – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span>) – Override the default request timeout configuration for this method in seconds</p></li>
@@ -879,20 +909,28 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.AsyncGeminiNextGenInteractions.create">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_body</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">body</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.AsyncGeminiNextGenInteractions.create" title="Link to this definition">¶</a></dt>
-<dd><p>Creating an interaction</p>
-<p>Creates a new interaction.</p>
+<dd><p>Creates a new interaction.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
 <li><p><strong>background</strong> – Input only. Whether to run the model interaction in the background.</p></li>
-<li><p><strong>environment</strong> – The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.</p></li>
+<li><p><strong>cached_content</strong> – The name of the cached content used as context to serve the prediction. Note: only used in explicit caching, where users can have control over caching (e.g. what content to cache) and enjoy guaranteed cost savings. Format: cachedContents/{cachedContent}</p></li>
+<li><p><strong>environment</strong> – The environment configuration for the interaction. Can be an object
+specifying remote environment sources or a string referencing an existing
+environment ID.</p></li>
 <li><p><strong>generation_config</strong> – Configuration parameters for model interactions.</p></li>
 <li><p><strong>input</strong> – The input for the interaction.</p></li>
-<li><p><strong>labels</strong> – The labels with user-defined metadata for the request.</p></li>
+<li><p><strong>labels</strong> – <p>The labels with user-defined metadata for the request.</p>
+<p>Label keys and values can be no longer than 63 characters
+(Unicode codepoints) and can only contain lowercase letters, numeric
+characters, underscores, and dashes. International characters are allowed.
+Label values are optional. Label keys must start with a letter.</p>
+</p></li>
 <li><p><strong>model</strong> – The model that will complete your prompt.nnSee [models](<a class="reference external" href="https://ai.google.dev/gemini-api/docs/models">https://ai.google.dev/gemini-api/docs/models</a>) for additional details.</p></li>
 <li><p><strong>previous_interaction_id</strong> – The ID of the previous interaction, if any.</p></li>
-<li><p><strong>response_format</strong> – Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.</p></li>
+<li><p><strong>response_format</strong> – Enforces that the generated response is a JSON object that complies with
+the JSON schema specified in this field.</p></li>
 <li><p><strong>response_mime_type</strong> – The mime type of the response. This is required if response_format is set.</p></li>
 <li><p><strong>response_modalities</strong> – The requested modalities of the response (TEXT, IMAGE, AUDIO).</p></li>
 <li><p><strong>safety_settings</strong> – Safety settings for the interaction.</p></li>
@@ -919,13 +957,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.AsyncGeminiNextGenInteractions.delete">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delete</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.AsyncGeminiNextGenInteractions.delete" title="Link to this definition">¶</a></dt>
-<dd><p>Deleting an interaction</p>
-<p>Deletes the interaction by id.</p>
+<dd><p>Deletes the interaction by id.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The unique identifier of the interaction to delete.</p></li>
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – Required. The name of the interaction to delete.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span>) – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span>) – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span>) – Override the default request timeout configuration for this method in seconds</p></li>
@@ -940,16 +977,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.AsyncGeminiNextGenInteractions.get">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span></em>, <em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">include_input</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">last_event_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stream</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_headers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extra_query</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.AsyncGeminiNextGenInteractions.get" title="Link to this definition">¶</a></dt>
-<dd><p>Retrieving an interaction</p>
-<p>Retrieves the full details of a single interaction based on its <cite>Interaction.id</cite>.</p>
+<dd><p>Retrieves the full details of a single interaction based on its
+<cite>Interaction.id</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The unique identifier of the interaction to retrieve.</p></li>
-<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – Which version of the API to use.</p></li>
-<li><p><strong>include_input</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If set to true, includes the input in the response.</p></li>
-<li><p><strong>last_event_id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if <cite>stream</cite> is true.</p></li>
-<li><p><strong>stream</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If set to true, the generated content will be streamed incrementally.</p></li>
+<li><p><strong>id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – Required. The name of the interaction to retrieve.</p></li>
+<li><p><strong>api_version</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – API version for request routing.</p></li>
+<li><p><strong>include_input</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If true, includes the input in the response.</p></li>
+<li><p><strong>last_event_id</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If set, resumes the interaction stream from the chunk after the event
+marked by the event id. Can only be used if <cite>stream</cite> is true.</p></li>
+<li><p><strong>stream</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code></span>) – If true, streams the interaction events as Server-Sent Events.</p></li>
 <li><p><strong>extra_headers</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span>) – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]]</span>) – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span>) – Override the default request timeout configuration for this method in seconds</p></li>
@@ -989,7 +1027,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>agent_config</strong> – Configuration parameters for the agent.</p></li>
 <li><p><strong>base_agent</strong> – The base agent to extend.</p></li>
 <li><p><strong>base_environment</strong> – The environment configuration for the agent.</p></li>
@@ -1016,8 +1054,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The name of the agent to delete.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1036,8 +1074,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The name of the agent to retrieve.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1056,10 +1094,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>page_size</strong></p></li>
 <li><p><strong>page_token</strong></p></li>
-<li><p><strong>parent</strong></p></li>
+<li><p><strong>parent</strong> – Required. The parent resource to list agents from.
+Format: <cite>projects/{project}/locations/{location}</cite></p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1095,7 +1134,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>agent_config</strong> – Configuration parameters for the agent.</p></li>
 <li><p><strong>base_agent</strong> – The base agent to extend.</p></li>
 <li><p><strong>base_environment</strong> – The environment configuration for the agent.</p></li>
@@ -1122,8 +1161,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The name of the agent to delete.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1142,8 +1181,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The name of the agent to retrieve.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1162,10 +1201,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>page_size</strong></p></li>
 <li><p><strong>page_token</strong></p></li>
-<li><p><strong>parent</strong></p></li>
+<li><p><strong>parent</strong> – Required. The parent resource to list agents from.
+Format: <cite>projects/{project}/locations/{location}</cite></p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1215,7 +1255,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 - interaction.failed
 - video.generated</p></li>
 <li><p><strong>uri</strong> – Required. The URI to which webhook events will be sent.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>name</strong> – Optional. The user-provided name of the webhook.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
@@ -1236,9 +1276,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Required. The ID of the webhook to delete.
-Format: <cite>{webhook_id}</cite></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The ID of the webhook to delete.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1258,7 +1297,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>id</strong> – Required. The ID of the webhook to retrieve.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1277,10 +1316,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>page_size</strong> – Optional. The maximum number of webhooks to return. The service may return fewer than
-this value. If unspecified, at most 50 webhooks will be returned.
-The maximum value is 1000.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>page_size</strong> – Optional. The maximum number of webhooks to return. The service may return
+fewer than this value. If unspecified, at most 50 webhooks will be
+returned. The maximum value is 1000.</p></li>
 <li><p><strong>page_token</strong> – Optional. A page token, received from a previous <cite>ListWebhooks</cite> call.
 Provide this to retrieve the subsequent page.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
@@ -1301,10 +1340,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Required. The ID of the webhook to ping.
-Format: <cite>{webhook_id}</cite></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>body</strong> – The request body.</p></li>
+<li><p><strong>id</strong> – Required. The ID of the webhook to ping.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>body</strong> – Required. The request body.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>extra_body</strong> – Additional JSON object fields to merge into request bodies.</p></li>
@@ -1324,9 +1362,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Required. The ID of the webhook for which to generate a signing secret.
-Format: <cite>{webhook_id}</cite></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The ID of the webhook for which to generate a signing secret.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>revocation_behavior</strong> – Optional. The revocation behavior for previous signing secrets.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
@@ -1348,8 +1385,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>id</strong> – Required. The ID of the webhook to update.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>update_mask</strong> – Optional. The list of fields to update.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>update_mask</strong> – Optional list of fields to update.</p></li>
 <li><p><strong>name</strong> – Optional. The user-provided name of the webhook.</p></li>
 <li><p><strong>state</strong> – Optional. The state of the webhook.</p></li>
 <li><p><strong>subscribed_events</strong> – Optional. The events that the webhook is subscribed to.
@@ -1408,7 +1445,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 - interaction.failed
 - video.generated</p></li>
 <li><p><strong>uri</strong> – Required. The URI to which webhook events will be sent.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>name</strong> – Optional. The user-provided name of the webhook.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
@@ -1429,9 +1466,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Required. The ID of the webhook to delete.
-Format: <cite>{webhook_id}</cite></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The ID of the webhook to delete.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1451,7 +1487,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>id</strong> – Required. The ID of the webhook to retrieve.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1470,10 +1506,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>page_size</strong> – Optional. The maximum number of webhooks to return. The service may return fewer than
-this value. If unspecified, at most 50 webhooks will be returned.
-The maximum value is 1000.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>page_size</strong> – Optional. The maximum number of webhooks to return. The service may return
+fewer than this value. If unspecified, at most 50 webhooks will be
+returned. The maximum value is 1000.</p></li>
 <li><p><strong>page_token</strong> – Optional. A page token, received from a previous <cite>ListWebhooks</cite> call.
 Provide this to retrieve the subsequent page.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
@@ -1494,10 +1530,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Required. The ID of the webhook to ping.
-Format: <cite>{webhook_id}</cite></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>body</strong> – The request body.</p></li>
+<li><p><strong>id</strong> – Required. The ID of the webhook to ping.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>body</strong> – Required. The request body.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>extra_body</strong> – Additional JSON object fields to merge into request bodies.</p></li>
@@ -1517,9 +1552,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Required. The ID of the webhook for which to generate a signing secret.
-Format: <cite>{webhook_id}</cite></p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. The ID of the webhook for which to generate a signing secret.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>revocation_behavior</strong> – Optional. The revocation behavior for previous signing secrets.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
@@ -1541,8 +1575,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>id</strong> – Required. The ID of the webhook to update.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>update_mask</strong> – Optional. The list of fields to update.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>update_mask</strong> – Optional list of fields to update.</p></li>
 <li><p><strong>name</strong> – Optional. The user-provided name of the webhook.</p></li>
 <li><p><strong>state</strong> – Optional. The state of the webhook.</p></li>
 <li><p><strong>subscribed_events</strong> – Optional. The events that the webhook is subscribed to.
@@ -1591,18 +1625,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.GeminiNextGenTriggers.create">
 <span class="sig-name descname"><span class="pre">create</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.GeminiNextGenTriggers.create" title="Link to this definition">¶</a></dt>
-<dd><p>Creates a new trigger that will invoke the specified agent on the given cron schedule.</p>
+<dd><p>Creates a new trigger that will invoke the specified agent on the given
+cron schedule.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>interaction</strong> – Required. The interaction request template to be executed.</p></li>
-<li><p><strong>schedule</strong> – Required. The cron schedule on which the trigger should run. Standard cron format.</p></li>
+<li><p><strong>schedule</strong> – Required. The cron schedule on which the trigger should run.
+Standard cron format.</p></li>
 <li><p><strong>time_zone</strong> – Required. Time zone in which the schedule should be interpreted.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>display_name</strong> – Optional. The display name of the trigger.</p></li>
 <li><p><strong>environment_id</strong> – Optional. The environment ID for the trigger execution.</p></li>
 <li><p><strong>execution_timeout_seconds</strong> – Optional. The execution timeout for the triggered interaction.</p></li>
-<li><p><strong>max_consecutive_failures</strong> – Optional. The maximum number of consecutive failures allowed before the trigger is automatically paused (status becomes ERROR).</p></li>
+<li><p><strong>max_consecutive_failures</strong> – Optional. The maximum number of consecutive failures allowed before
+the trigger is automatically paused (status becomes ERROR).</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>extra_body</strong> – Additional JSON object fields to merge into request bodies.</p></li>
@@ -1622,8 +1659,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1642,8 +1679,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1662,7 +1699,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>filter</strong> – Optional. Filter expression (e.g., by state).</p></li>
 <li><p><strong>page_size</strong> – Optional. The maximum number of triggers to return per page.</p></li>
 <li><p><strong>page_token</strong> – Optional. A page token from a previous ListTriggers call.</p></li>
@@ -1684,10 +1721,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>trigger_id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>page_size</strong> – Optional. The maximum number of executions to return per page.</p></li>
-<li><p><strong>page_token</strong> – Optional. A page token from a previous ListTriggerExecutions call.</p></li>
+<li><p><strong>trigger_id</strong> – Required. The trigger ID to list executions from.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>page_size</strong> – The maximum number of executions to return per page.</p></li>
+<li><p><strong>page_token</strong> – A page token from a previous ListTriggerExecutions call.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1706,8 +1743,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>trigger_id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>trigger_id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1726,8 +1763,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>display_name</strong> – Optional. The display name of the trigger.</p></li>
 <li><p><strong>status</strong> – Optional. The status of the trigger.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
@@ -1762,18 +1799,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py method">
 <dt class="sig sig-object py" id="genai._gaos.google_genai.AsyncGeminiNextGenTriggers.create">
 <em class="property"><span class="k"><span class="pre">async</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai._gaos.google_genai.AsyncGeminiNextGenTriggers.create" title="Link to this definition">¶</a></dt>
-<dd><p>Creates a new trigger that will invoke the specified agent on the given cron schedule.</p>
+<dd><p>Creates a new trigger that will invoke the specified agent on the given
+cron schedule.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>interaction</strong> – Required. The interaction request template to be executed.</p></li>
-<li><p><strong>schedule</strong> – Required. The cron schedule on which the trigger should run. Standard cron format.</p></li>
+<li><p><strong>schedule</strong> – Required. The cron schedule on which the trigger should run.
+Standard cron format.</p></li>
 <li><p><strong>time_zone</strong> – Required. Time zone in which the schedule should be interpreted.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>display_name</strong> – Optional. The display name of the trigger.</p></li>
 <li><p><strong>environment_id</strong> – Optional. The environment ID for the trigger execution.</p></li>
 <li><p><strong>execution_timeout_seconds</strong> – Optional. The execution timeout for the triggered interaction.</p></li>
-<li><p><strong>max_consecutive_failures</strong> – Optional. The maximum number of consecutive failures allowed before the trigger is automatically paused (status becomes ERROR).</p></li>
+<li><p><strong>max_consecutive_failures</strong> – Optional. The maximum number of consecutive failures allowed before
+the trigger is automatically paused (status becomes ERROR).</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>extra_body</strong> – Additional JSON object fields to merge into request bodies.</p></li>
@@ -1793,8 +1833,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1813,8 +1853,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1833,7 +1873,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>filter</strong> – Optional. Filter expression (e.g., by state).</p></li>
 <li><p><strong>page_size</strong> – Optional. The maximum number of triggers to return per page.</p></li>
 <li><p><strong>page_token</strong> – Optional. A page token from a previous ListTriggers call.</p></li>
@@ -1855,10 +1895,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>trigger_id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>page_size</strong> – Optional. The maximum number of executions to return per page.</p></li>
-<li><p><strong>page_token</strong> – Optional. A page token from a previous ListTriggerExecutions call.</p></li>
+<li><p><strong>trigger_id</strong> – Required. The trigger ID to list executions from.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>page_size</strong> – The maximum number of executions to return per page.</p></li>
+<li><p><strong>page_token</strong> – A page token from a previous ListTriggerExecutions call.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1877,8 +1917,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>trigger_id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>trigger_id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -1897,8 +1937,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource name of the trigger.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource name of the trigger.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>display_name</strong> – Optional. The display name of the trigger.</p></li>
 <li><p><strong>status</strong> – Optional. The status of the trigger.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
@@ -1947,7 +1987,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>from_environment</strong> – Optional. The source environment to copy/fork from.
 Format: <cite>environments/{environment_id}</cite> or <cite>{environment_id}</cite>.
 When specified, <cite>sources</cite> and <cite>env</cite> must be empty.</p></li>
@@ -1982,8 +2022,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource ID segment making up resource <cite>name</cite>. It identifies the resource within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource ID segment making up resource <cite>name</cite>. It identifies the resource
+within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -2017,8 +2058,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource ID segment making up resource <cite>name</cite>. It identifies the resource within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource ID segment making up resource <cite>name</cite>. It identifies the resource
+within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -2047,8 +2089,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>page_size</strong> – Optional. Maximum number of environments to return.nIf unspecified, defaults to 50. Maximum is 1000.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>page_size</strong> – Optional. Maximum number of environments to return.
+If unspecified, defaults to 50. Maximum is 1000.</p></li>
 <li><p><strong>page_token</strong> – Optional. Pagination token.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
@@ -2095,7 +2138,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>from_environment</strong> – Optional. The source environment to copy/fork from.
 Format: <cite>environments/{environment_id}</cite> or <cite>{environment_id}</cite>.
 When specified, <cite>sources</cite> and <cite>env</cite> must be empty.</p></li>
@@ -2130,8 +2173,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource ID segment making up resource <cite>name</cite>. It identifies the resource within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource ID segment making up resource <cite>name</cite>. It identifies the resource
+within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -2165,8 +2209,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>id</strong> – Resource ID segment making up resource <cite>name</cite>. It identifies the resource within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
+<li><p><strong>id</strong> – Required. Resource ID segment making up resource <cite>name</cite>. It identifies the resource
+within its parent collection as described in <a class="reference external" href="https://google.aip.dev/122">https://google.aip.dev/122</a>.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
 <li><p><strong>timeout</strong> – Override the default request timeout configuration for this method in seconds</p></li>
@@ -2195,8 +2240,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>api_version</strong> – Which version of the API to use.</p></li>
-<li><p><strong>page_size</strong> – Optional. Maximum number of environments to return.nIf unspecified, defaults to 50. Maximum is 1000.</p></li>
+<li><p><strong>api_version</strong> – API version for request routing.</p></li>
+<li><p><strong>page_size</strong> – Optional. Maximum number of environments to return.
+If unspecified, defaults to 50. Maximum is 1000.</p></li>
 <li><p><strong>page_token</strong> – Optional. Pagination token.</p></li>
 <li><p><strong>extra_headers</strong> – Additional headers to set or replace on requests.</p></li>
 <li><p><strong>extra_query</strong> – Additional query parameters to append to requests.</p></li>
@@ -2920,7 +2966,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 <p>Usage:</p>
 <blockquote>
-<div><p><a href="#id6"><span class="problematic" id="id7">``</span></a>`
+<div><p><a href="#id7"><span class="problematic" id="id8">``</span></a>`
 operation = client.models.generate_videos(</p>
 <blockquote>
 <div><p>model=”veo-2.0-generate-001”,
@@ -2937,7 +2983,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 operation = client.operations.get(operation)</p>
 </div></blockquote>
 <p>operation.result.generated_videos[0].video.uri
-<a href="#id8"><span class="problematic" id="id9">``</span></a><a href="#id10"><span class="problematic" id="id11">`</span></a></p>
+<a href="#id9"><span class="problematic" id="id10">``</span></a><a href="#id11"><span class="problematic" id="id12">`</span></a></p>
 </div></blockquote>
 </dd></dl>
 
@@ -3003,7 +3049,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 <p>Usage:</p>
 <blockquote>
-<div><p><a href="#id12"><span class="problematic" id="id13">``</span></a>`
+<div><p><a href="#id13"><span class="problematic" id="id14">``</span></a>`
 virtual_try_on_response = await client.aio.models.recontext_image(</p>
 <blockquote>
 <div><p>model=”virtual-try-on-001”,
@@ -3025,7 +3071,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </div></blockquote>
 <p>)
 image = virtual_try_on_response.generated_images[0].image
-<a href="#id14"><span class="problematic" id="id15">``</span></a><a href="#id16"><span class="problematic" id="id17">`</span></a></p>
+<a href="#id15"><span class="problematic" id="id16">``</span></a><a href="#id17"><span class="problematic" id="id18">`</span></a></p>
 </div></blockquote>
 </dd></dl>
 
@@ -3051,7 +3097,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 <p>Usage:</p>
 <blockquote>
-<div><p><a href="#id18"><span class="problematic" id="id19">``</span></a>`
+<div><p><a href="#id19"><span class="problematic" id="id20">``</span></a>`
 response = await client.aio.models.segment_image(</p>
 <blockquote>
 <div><p>model=”image-segmentation-001”,
@@ -3068,7 +3114,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </div></blockquote>
 <p>)</p>
 <p>mask_image = response.generated_masks[0].mask
-<a href="#id20"><span class="problematic" id="id21">``</span></a><a href="#id22"><span class="problematic" id="id23">`</span></a></p>
+<a href="#id21"><span class="problematic" id="id22">``</span></a><a href="#id23"><span class="problematic" id="id24">`</span></a></p>
 </div></blockquote>
 </dd></dl>
 
@@ -3483,7 +3529,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 <p>Usage:</p>
 <blockquote>
-<div><p><a href="#id24"><span class="problematic" id="id25">``</span></a>`
+<div><p><a href="#id25"><span class="problematic" id="id26">``</span></a>`
 operation = client.models.generate_videos(</p>
 <blockquote>
 <div><p>model=”veo-2.0-generate-001”,
@@ -3500,7 +3546,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 operation = client.operations.get(operation)</p>
 </div></blockquote>
 <p>operation.result.generated_videos[0].video.uri
-<a href="#id26"><span class="problematic" id="id27">``</span></a><a href="#id28"><span class="problematic" id="id29">`</span></a></p>
+<a href="#id27"><span class="problematic" id="id28">``</span></a><a href="#id29"><span class="problematic" id="id30">`</span></a></p>
 </div></blockquote>
 </dd></dl>
 
@@ -3564,7 +3610,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 <p>Usage:</p>
 <blockquote>
-<div><p><a href="#id30"><span class="problematic" id="id31">``</span></a>`
+<div><p><a href="#id31"><span class="problematic" id="id32">``</span></a>`
 virtual_try_on_response = client.models.recontext_image(</p>
 <blockquote>
 <div><p>model=”virtual-try-on-001”,
@@ -3586,7 +3632,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </div></blockquote>
 <p>)
 image = virtual_try_on_response.generated_images[0].image
-<a href="#id32"><span class="problematic" id="id33">``</span></a><a href="#id34"><span class="problematic" id="id35">`</span></a></p>
+<a href="#id33"><span class="problematic" id="id34">``</span></a><a href="#id35"><span class="problematic" id="id36">`</span></a></p>
 </div></blockquote>
 </dd></dl>
 
@@ -3612,7 +3658,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 <p>Usage:</p>
 <blockquote>
-<div><p><a href="#id36"><span class="problematic" id="id37">``</span></a>`
+<div><p><a href="#id37"><span class="problematic" id="id38">``</span></a>`
 response = client.models.segment_image(</p>
 <blockquote>
 <div><p>model=”image-segmentation-001”,
@@ -3624,7 +3670,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </div></blockquote>
 <p>)</p>
 <p>mask_image = response.generated_masks[0].mask
-<a href="#id38"><span class="problematic" id="id39">``</span></a><a href="#id40"><span class="problematic" id="id41">`</span></a></p>
+<a href="#id39"><span class="problematic" id="id40">``</span></a><a href="#id41"><span class="problematic" id="id42">`</span></a></p>
 </div></blockquote>
 </dd></dl>
 
@@ -6492,7 +6538,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -6708,7 +6754,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py attribute pydantic_field">
 <dt class="sig sig-object py" id="genai.types.AudioTranscriptionConfig.language_codes">
 <em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'languageCodes')</span></em><a class="headerlink" href="#genai.types.AudioTranscriptionConfig.language_codes" title="Link to this definition">¶</a></dt>
-<dd><p>BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.</p>
+<dd><p>Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -6796,7 +6842,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dl class="py attribute">
 <dt class="sig sig-object py" id="genai.types.AudioTranscriptionConfigDict.language_codes">
 <span class="sig-name descname"><span class="pre">language_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.AudioTranscriptionConfigDict.language_codes" title="Link to this definition">¶</a></dt>
-<dd><p>BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.</p>
+<dd><p>Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.</p>
 </dd></dl>
 
 <dl class="py attribute">
@@ -8451,7 +8497,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -8910,7 +8956,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -9926,6 +9972,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
@@ -10327,6 +10386,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJob&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for batches.create return value.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -10449,8 +10509,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;src&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJobSource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Src&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the input data. This field is for Gemini Enterprise Agent Platform only.\n      &quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;dest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -10490,6 +10558,181 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximumRemoteCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximumremotecalls&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ignoreCallHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ignorecallhistory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
@@ -10646,6 +10889,98 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobOutputInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BatchJobSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `src` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storage format of the input files. Must be one of:\n      &#39;jsonl&#39;, &#39;bigquery&#39;, &#39;vertex-dataset&#39;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage URIs to input files.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery URI to input table.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigqueryuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the input data\n      (e.g. \&quot;files/12345\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlinedRequests&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedRequest&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s inlined input data to run batch job.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedrequests&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexDatasetName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
@@ -10674,7 +11009,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -11241,6 +11576,208 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
@@ -11255,7 +11792,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -11288,6 +11825,79 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -11390,6 +12000,67 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
@@ -11617,6 +12288,501 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional model configuration parameters.\n\nFor more information, see `Content generation parameters\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      For example, \&quot;Answer as concisely as possible\&quot; or \&quot;Don&#39;t use technical\n      terms in your response\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of response variations to return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n\n      If `response_schema` doesn&#39;t process your schema correctly, try using\n      `response_json_schema` instead.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output schema of the generated response.\n      This is an alternative to `response_schema` that accepts [JSON\n      Schema](https://json-schema.org/). If set, `response_schema` must be\n      omitted, but `response_mime_type` is required. While the full JSON Schema\n      may be sent, not all features are supported. Specifically, only the\n      following properties are supported: - `$id` - `$defs` - `$ref` - `$anchor`\n      - `type` - `format` - `title` - `description` - `enum` (for strings and\n      numbers) - `items` - `prefixItems` - `minItems` - `maxItems` - `minimum` -\n      `maximum` - `anyOf` - `oneOf` (interpreted the same as `anyOf`) -\n      `properties` - `additionalProperties` - `required` The non-standard\n      `propertyOrdering` property may also be set. Cyclic references are\n      unrolled to a limited degree and, as such, may only be used within\n      non-required properties. (Nullable properties are not sufficient.) If\n      `$ref` is set on a sub-schema, no other properties, except for than those\n      starting as a `$`, may be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model router requests.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model selection.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Associates model output to a specific function call.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to break down billed charges.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;cachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of a context cache that can be used in subsequent\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speechconfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, audio timestamp will be included in the request to the\n       model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCalling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticFunctionCallingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables enhanced civic answers. It may not be available for all\n      models. This field is not supported in Gemini Enterprise Agent Platform.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelArmorConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Settings for prompt and response sanitization using the Model Armor\n      service. If supplied, safety_settings must not be supplied.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service tier to use for the request. For example, ServiceTier.FLEX.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;GenerateContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
@@ -11977,6 +13143,86 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -12969,6 +14215,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -13024,6 +14280,153 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
@@ -13061,6 +14464,226 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_embedding_responses` parameter.&quot;</span><span class="p">,</span>
@@ -13107,6 +14730,128 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;InlinedRequest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for inlined request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n      &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                                    </span><span class="p">}</span>
+<span class="w">                                 </span><span class="p">]</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content of the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional model parameters.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedRequest&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;InlinedResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_responses` parameter.&quot;</span><span class="p">,</span>
@@ -13233,6 +14978,71 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
@@ -13380,6 +15190,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
@@ -13413,6 +15234,60 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -13475,6 +15350,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -13824,6 +15723,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -13917,6 +15847,108 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
@@ -14033,85 +16065,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -14121,51 +16150,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -14175,44 +16190,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -14222,194 +16230,813 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
@@ -14507,6 +17134,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
@@ -14903,7 +17583,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -15424,7 +18104,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -18426,6 +21106,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
@@ -19117,6 +21798,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobSource&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `src` parameter.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -19175,212 +21857,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;inlinedRequests&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedrequests&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;vertexDatasetName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedRequest&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.BatchJobSource.bigquery_uri" title="genai.types.BatchJobSource.bigquery_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bigquery_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.BatchJobSource.file_name" title="genai.types.BatchJobSource.file_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.BatchJobSource.format" title="genai.types.BatchJobSource.format"><code class="xref py py-obj docutils literal notranslate"><span class="pre">format</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.BatchJobSource.gcs_uri" title="genai.types.BatchJobSource.gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_uri</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.BatchJobSource.inlined_requests" title="genai.types.BatchJobSource.inlined_requests"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inlined_requests</span> <span class="pre">(list[genai.types.InlinedRequest]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.BatchJobSource.vertex_dataset_name" title="genai.types.BatchJobSource.vertex_dataset_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vertex_dataset_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BatchJobSource.bigquery_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bigquery_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'bigqueryUri')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.bigquery_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The BigQuery URI to input table.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BatchJobSource.file_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileName')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.file_name" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s file resource name of the input data
-(e.g. “files/12345”).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BatchJobSource.format">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.BatchJobSource.format" title="Link to this definition">¶</a></dt>
-<dd><p>Storage format of the input files. Must be one of:
-‘jsonl’, ‘bigquery’, ‘vertex-dataset’.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BatchJobSource.gcs_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsUri')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The Google Cloud Storage URIs to input files.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BatchJobSource.inlined_requests">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InlinedRequest" title="genai.types.InlinedRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">InlinedRequest</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlinedRequests')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.inlined_requests" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BatchJobSource.vertex_dataset_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vertex_dataset_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'vertexDatasetName')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.vertex_dataset_name" title="Link to this definition">¶</a></dt>
-<dd><p>This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BatchJobSourceDict</span></span><a class="headerlink" href="#genai.types.BatchJobSourceDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for <cite>src</cite> parameter.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.bigquery_uri">
-<span class="sig-name descname"><span class="pre">bigquery_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.bigquery_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The BigQuery URI to input table.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.file_name">
-<span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.file_name" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s file resource name of the input data
-(e.g. “files/12345”).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.format">
-<span class="sig-name descname"><span class="pre">format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.format" title="Link to this definition">¶</a></dt>
-<dd><p>Storage format of the input files. Must be one of:
-‘jsonl’, ‘bigquery’, ‘vertex-dataset’.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.gcs_uri">
-<span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The Google Cloud Storage URIs to input files.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.inlined_requests">
-<span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InlinedRequestDict" title="genai.types.InlinedRequestDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">InlinedRequestDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.inlined_requests" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.vertex_dataset_name">
-<span class="sig-name descname"><span class="pre">vertex_dataset_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.vertex_dataset_name" title="Link to this definition">¶</a></dt>
-<dd><p>This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Behavior">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Behavior</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Behavior" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Specifies the function Behavior.</p>
-<p>If not specified, the system keeps the current function call behavior. This
-field is currently only supported by the BidiGenerateContent method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Behavior.BLOCKING">
-<span class="sig-name descname"><span class="pre">BLOCKING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKING'</span></em><a class="headerlink" href="#genai.types.Behavior.BLOCKING" title="Link to this definition">¶</a></dt>
-<dd><p>If set, the system will wait to receive the function response before continuing the conversation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Behavior.NON_BLOCKING">
-<span class="sig-name descname"><span class="pre">NON_BLOCKING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NON_BLOCKING'</span></em><a class="headerlink" href="#genai.types.Behavior.NON_BLOCKING" title="Link to this definition">¶</a></dt>
-<dd><p>If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Behavior.UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Behavior.UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>This value is unspecified.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.BigQuerySource">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BigQuerySource</span></span><a class="headerlink" href="#genai.types.BigQuerySource" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The BigQuery location for the input content.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s inlined input data to run batch job.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedrequests&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;vertexDatasetName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -19390,1351 +21882,381 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetname&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.BigQuerySource.input_uri" title="genai.types.BigQuerySource.input_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BigQuerySource.input_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputUri')</span></em><a class="headerlink" href="#genai.types.BigQuerySource.input_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: <cite>bq://projectId.bqDatasetId.bqTableId</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.BigQuerySourceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BigQuerySourceDict</span></span><a class="headerlink" href="#genai.types.BigQuerySourceDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The BigQuery location for the input content.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BigQuerySourceDict.input_uri">
-<span class="sig-name descname"><span class="pre">input_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BigQuerySourceDict.input_uri" title="Link to this definition">¶</a></dt>
-<dd><p><cite>bq://projectId.bqDatasetId.bqTableId</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p>BigQuery path. For example</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.BleuMetricValue">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuMetricValue</span></span><a class="headerlink" href="#genai.types.BleuMetricValue" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Bleu metric value for an instance.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.BleuMetricValue.score" title="genai.types.BleuMetricValue.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BleuMetricValue.score">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.BleuMetricValue.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Bleu score.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.BleuMetricValueDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuMetricValueDict</span></span><a class="headerlink" href="#genai.types.BleuMetricValueDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Bleu metric value for an instance.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BleuMetricValueDict.score">
-<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BleuMetricValueDict.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Bleu score.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.BleuSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuSpec</span></span><a class="headerlink" href="#genai.types.BleuSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for bleu metric.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.BleuSpec.use_effective_order" title="genai.types.BleuSpec.use_effective_order"><code class="xref py py-obj docutils literal notranslate"><span class="pre">use_effective_order</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.BleuSpec.use_effective_order">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">use_effective_order</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'useEffectiveOrder')</span></em><a class="headerlink" href="#genai.types.BleuSpec.use_effective_order" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether to use_effective_order to compute bleu score.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.BleuSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuSpecDict</span></span><a class="headerlink" href="#genai.types.BleuSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for bleu metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BleuSpecDict.use_effective_order">
-<span class="sig-name descname"><span class="pre">use_effective_order</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BleuSpecDict.use_effective_order" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether to use_effective_order to compute bleu score.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Blob">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Blob</span></span><a class="headerlink" href="#genai.types.Blob" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A content blob.</p>
-<p>A Blob contains data of a specific media type. It is used to represent images,
-audio, and video.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Blob.data" title="genai.types.Blob.data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">data</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Blob.display_name" title="genai.types.Blob.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Blob.mime_type" title="genai.types.Blob.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Blob.data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Blob.data" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The raw bytes of the data.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Blob.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.Blob.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server-side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Blob.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.Blob.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Blob.as_image">
-<span class="sig-name descname"><span class="pre">as_image</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Blob.as_image" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the Blob as a Image, or None if the Blob is not an image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a>]</span></p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.BlobDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BlobDict</span></span><a class="headerlink" href="#genai.types.BlobDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A content blob.</p>
-<p>A Blob contains data of a specific media type. It is used to represent images,
-audio, and video.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlobDict.data">
-<span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BlobDict.data" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The raw bytes of the data.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlobDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BlobDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server-side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlobDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BlobDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.BlockedReason">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BlockedReason</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.BlockedReason" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only. The reason why the prompt was blocked.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.BLOCKED_REASON_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">BLOCKED_REASON_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKED_REASON_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.BlockedReason.BLOCKED_REASON_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The blocked reason is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.BLOCKLIST">
-<span class="sig-name descname"><span class="pre">BLOCKLIST</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKLIST'</span></em><a class="headerlink" href="#genai.types.BlockedReason.BLOCKLIST" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked because it contains a term from the terminology blocklist.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.IMAGE_SAFETY">
-<span class="sig-name descname"><span class="pre">IMAGE_SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SAFETY'</span></em><a class="headerlink" href="#genai.types.BlockedReason.IMAGE_SAFETY" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked because it contains content that is unsafe for image generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.JAILBREAK">
-<span class="sig-name descname"><span class="pre">JAILBREAK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JAILBREAK'</span></em><a class="headerlink" href="#genai.types.BlockedReason.JAILBREAK" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked as a jailbreak attempt. This enum value is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.MODEL_ARMOR">
-<span class="sig-name descname"><span class="pre">MODEL_ARMOR</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODEL_ARMOR'</span></em><a class="headerlink" href="#genai.types.BlockedReason.MODEL_ARMOR" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked by Model Armor. This enum value is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.OTHER">
-<span class="sig-name descname"><span class="pre">OTHER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OTHER'</span></em><a class="headerlink" href="#genai.types.BlockedReason.OTHER" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked for other reasons. For example, it may be due to the prompt’s language, or because it contains other harmful content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.PROHIBITED_CONTENT">
-<span class="sig-name descname"><span class="pre">PROHIBITED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROHIBITED_CONTENT'</span></em><a class="headerlink" href="#genai.types.BlockedReason.PROHIBITED_CONTENT" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked because it contains prohibited content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.BlockedReason.SAFETY">
-<span class="sig-name descname"><span class="pre">SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SAFETY'</span></em><a class="headerlink" href="#genai.types.BlockedReason.SAFETY" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt was blocked for safety reasons.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CachedContent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContent</span></span><a class="headerlink" href="#genai.types.CachedContent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A resource used in LLM queries for users to explicitly specify what to cache.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A resource used in LLM queries for users to explicitly specify what to cache.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-generated resource name of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-generated meaningful display name of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the publisher model to use for cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Creation time of the cache entry.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;maximumRemoteCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximumremotecalls&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;ignoreCallHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ignorecallhistory&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When the cache entry was last updated in UTC time.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiration time of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CachedContentUsageMetadata&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;CachedContentUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audioDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of audio in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiodurationseconds&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagecount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;textCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of text characters. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens that the cached content consumes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of video in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videodurationseconds&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContentUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CachedContent.create_time" title="genai.types.CachedContent.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContent.display_name" title="genai.types.CachedContent.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContent.expire_time" title="genai.types.CachedContent.expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContent.model" title="genai.types.CachedContent.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContent.name" title="genai.types.CachedContent.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContent.update_time" title="genai.types.CachedContent.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContent.usage_metadata" title="genai.types.CachedContent.usage_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">usage_metadata</span> <span class="pre">(genai.types.CachedContentUsageMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.create_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.CachedContent.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Creation time of the cache entry.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CachedContent.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-generated meaningful display name of the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.expire_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expireTime')</span></em><a class="headerlink" href="#genai.types.CachedContent.expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>Expiration time of the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CachedContent.model" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the publisher model to use for cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CachedContent.name" title="Link to this definition">¶</a></dt>
-<dd><p>The server-generated resource name of the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.update_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.CachedContent.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>When the cache entry was last updated in UTC time.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContent.usage_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContentUsageMetadata" title="genai.types.CachedContentUsageMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContentUsageMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'usageMetadata')</span></em><a class="headerlink" href="#genai.types.CachedContent.usage_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata on the usage of the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContentDict</span></span><a class="headerlink" href="#genai.types.CachedContentDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A resource used in LLM queries for users to explicitly specify what to cache.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.create_time">
-<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Creation time of the cache entry.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-generated meaningful display name of the cached content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.expire_time">
-<span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>Expiration time of the cached content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the publisher model to use for cached content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>The server-generated resource name of the cached content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.update_time">
-<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>When the cache entry was last updated in UTC time.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentDict.usage_metadata">
-<span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContentUsageMetadataDict" title="genai.types.CachedContentUsageMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContentUsageMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.usage_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata on the usage of the cached content.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContentUsageMetadata</span></span><a class="headerlink" href="#genai.types.CachedContentUsageMetadata" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Metadata on the usage of the cached content.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContentUsageMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;audioDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of audio in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiodurationseconds&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagecount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;textCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of text characters. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textcount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens that the cached content consumes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;videoDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of video in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videodurationseconds&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.audio_duration_seconds" title="genai.types.CachedContentUsageMetadata.audio_duration_seconds"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_duration_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.image_count" title="genai.types.CachedContentUsageMetadata.image_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.text_count" title="genai.types.CachedContentUsageMetadata.text_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.total_token_count" title="genai.types.CachedContentUsageMetadata.total_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.video_duration_seconds" title="genai.types.CachedContentUsageMetadata.video_duration_seconds"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video_duration_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.audio_duration_seconds">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioDurationSeconds')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.audio_duration_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>Duration of audio in seconds. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.image_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageCount')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.image_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.text_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'textCount')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.text_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of text characters. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.total_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokenCount')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.total_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Total number of tokens that the cached content consumes.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.video_duration_seconds">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'videoDurationSeconds')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.video_duration_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>Duration of video in seconds. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContentUsageMetadataDict</span></span><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Metadata on the usage of the cached content.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.audio_duration_seconds">
-<span class="sig-name descname"><span class="pre">audio_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.audio_duration_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>Duration of audio in seconds. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.image_count">
-<span class="sig-name descname"><span class="pre">image_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.image_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.text_count">
-<span class="sig-name descname"><span class="pre">text_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.text_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of text characters. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.total_token_count">
-<span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.total_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Total number of tokens that the cached content consumes.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.video_duration_seconds">
-<span class="sig-name descname"><span class="pre">video_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.video_duration_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>Duration of video in seconds. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelBatchJobConfig</span></span><a class="headerlink" href="#genai.types.CancelBatchJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CancelBatchJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CancelBatchJobConfig.http_options" title="genai.types.CancelBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CancelBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.CancelBatchJobConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CancelBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobConfig</span></span><a class="headerlink" href="#genai.types.CancelTuningJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for tunings.cancel method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CancelTuningJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CancelTuningJobConfig.http_options" title="genai.types.CancelTuningJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CancelTuningJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobConfigDict</span></span><a class="headerlink" href="#genai.types.CancelTuningJobConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for tunings.cancel method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CancelTuningJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobResponse</span></span><a class="headerlink" href="#genai.types.CancelTuningJobResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Empty response for tunings.cancel method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CancelTuningJobResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Empty response for tunings.cancel method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CancelTuningJobResponse.sdk_http_response" title="genai.types.CancelTuningJobResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.CancelTuningJobResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobResponseDict</span></span><a class="headerlink" href="#genai.types.CancelTuningJobResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Empty response for tunings.cancel method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CancelTuningJobResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Candidate">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Candidate</span></span><a class="headerlink" href="#genai.types.Candidate" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A response candidate generated from the model.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -20742,8 +22264,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -20755,7 +22277,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -20768,18 +22290,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -20789,12 +22303,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -20802,35 +22317,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -20840,8 +22358,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -20853,125 +22371,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -20981,22 +22455,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21006,31 +22481,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21040,51 +22541,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
@@ -21162,62 +22638,123 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -21389,212 +22926,220 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional model configuration parameters.\n\nFor more information, see `Content generation parameters\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters&gt;`_.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      For example, \&quot;Answer as concisely as possible\&quot; or \&quot;Don&#39;t use technical\n      terms in your response\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of response variations to return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21604,118 +23149,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n\n      If `response_schema` doesn&#39;t process your schema correctly, try using\n      `response_json_schema` instead.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output schema of the generated response.\n      This is an alternative to `response_schema` that accepts [JSON\n      Schema](https://json-schema.org/). If set, `response_schema` must be\n      omitted, but `response_mime_type` is required. While the full JSON Schema\n      may be sent, not all features are supported. Specifically, only the\n      following properties are supported: - `$id` - `$defs` - `$ref` - `$anchor`\n      - `type` - `format` - `title` - `description` - `enum` (for strings and\n      numbers) - `items` - `prefixItems` - `minItems` - `maxItems` - `minimum` -\n      `maximum` - `anyOf` - `oneOf` (interpreted the same as `anyOf`) -\n      `properties` - `additionalProperties` - `required` The non-standard\n      `propertyOrdering` property may also be set. Cyclic references are\n      unrolled to a limited degree and, as such, may only be used within\n      non-required properties. (Nullable properties are not sufficient.) If\n      `$ref` is set on a sub-schema, no other properties, except for than those\n      starting as a `$`, may be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model router requests.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model selection.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Associates model output to a specific function call.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to break down billed charges.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21725,14 +23272,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of a context cache that can be used in subsequent\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -21741,178 +23288,184 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speechconfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, audio timestamp will be included in the request to the\n       model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCalling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticFunctionCallingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables enhanced civic answers. It may not be available for all\n      models. This field is not supported in Gemini Enterprise Agent Platform.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelArmorConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Settings for prompt and response sanitization using the Model Armor\n      service. If supplied, safety_settings must not be supplied.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service tier to use for the request. For example, ServiceTier.FLEX.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -21920,10 +23473,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21933,18 +23494,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21954,22 +23556,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -21979,190 +23581,188 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -22171,66 +23771,69 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22240,63 +23843,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22306,38 +23902,92 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;InlinedRequest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for inlined request.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n      &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                                    </span><span class="p">}</span>
+<span class="w">                                 </span><span class="p">]</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -22346,96 +23996,41 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content of the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional model parameters.\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedRequest&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -22445,15 +24040,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -22462,26 +24064,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -22491,31 +24098,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22525,35 +24153,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -22562,23 +24197,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -22928,23 +24553,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22954,10 +24567,28 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -22967,12 +24598,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -22980,122 +24612,300 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -23105,22 +24915,49 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -23130,18 +24967,128 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23151,58 +25098,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -23212,26 +25189,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
@@ -23279,6 +25267,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
@@ -23416,106 +25449,105 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23525,11 +25557,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -23587,93 +25619,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Candidate.avg_logprobs" title="genai.types.Candidate.avg_logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">avg_logprobs</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.citation_metadata" title="genai.types.Candidate.citation_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">citation_metadata</span> <span class="pre">(genai.types.CitationMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.content" title="genai.types.Candidate.content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">content</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.finish_message" title="genai.types.Candidate.finish_message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">finish_message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.finish_reason" title="genai.types.Candidate.finish_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">finish_reason</span> <span class="pre">(genai.types.FinishReason</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.grounding_metadata" title="genai.types.Candidate.grounding_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_metadata</span> <span class="pre">(genai.types.GroundingMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.index" title="genai.types.Candidate.index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.logprobs_result" title="genai.types.Candidate.logprobs_result"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logprobs_result</span> <span class="pre">(genai.types.LogprobsResult</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.safety_ratings" title="genai.types.Candidate.safety_ratings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_ratings</span> <span class="pre">(list[genai.types.SafetyRating]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.token_count" title="genai.types.Candidate.token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Candidate.url_context_metadata" title="genai.types.Candidate.url_context_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">url_context_metadata</span> <span class="pre">(genai.types.UrlContextMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BatchJobSource.bigquery_uri" title="genai.types.BatchJobSource.bigquery_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bigquery_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BatchJobSource.file_name" title="genai.types.BatchJobSource.file_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BatchJobSource.format" title="genai.types.BatchJobSource.format"><code class="xref py py-obj docutils literal notranslate"><span class="pre">format</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BatchJobSource.gcs_uri" title="genai.types.BatchJobSource.gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_uri</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BatchJobSource.inlined_requests" title="genai.types.BatchJobSource.inlined_requests"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inlined_requests</span> <span class="pre">(list[genai.types.InlinedRequest]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BatchJobSource.vertex_dataset_name" title="genai.types.BatchJobSource.vertex_dataset_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vertex_dataset_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.avg_logprobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avg_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'avgLogprobs')</span></em><a class="headerlink" href="#genai.types.Candidate.avg_logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.citation_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">citation_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CitationMetadata" title="genai.types.CitationMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CitationMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'citationMetadata')</span></em><a class="headerlink" href="#genai.types.Candidate.citation_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Source attribution of the generated content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Candidate.content" title="Link to this definition">¶</a></dt>
-<dd><p>Contains the multi-part content of the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.finish_message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">finish_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'finishMessage')</span></em><a class="headerlink" href="#genai.types.Candidate.finish_message" title="Link to this definition">¶</a></dt>
-<dd><p>Describes the reason the model stopped generating tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.finish_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">finish_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FinishReason" title="genai.types.FinishReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">FinishReason</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'finishReason')</span></em><a class="headerlink" href="#genai.types.Candidate.finish_reason" title="Link to this definition">¶</a></dt>
-<dd><p>The reason why the model stopped generating tokens.
-If empty, the model has not stopped generating the tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.grounding_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadata" title="genai.types.GroundingMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingMetadata')</span></em><a class="headerlink" href="#genai.types.Candidate.grounding_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Metadata returned when grounding is enabled. It
-contains the sources used to ground the generated content.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSource.bigquery_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bigquery_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'bigqueryUri')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.bigquery_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The BigQuery URI to input table.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23684,9 +25644,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.index">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Candidate.index" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when <cite>candidate_count</cite> &gt; 1.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSource.file_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileName')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.file_name" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s file resource name of the input data
+(e.g. “files/12345”).</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23697,9 +25658,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.logprobs_result">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">logprobs_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResult" title="genai.types.LogprobsResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResult</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'logprobsResult')</span></em><a class="headerlink" href="#genai.types.Candidate.logprobs_result" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential “hallucinations”.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSource.format">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.BatchJobSource.format" title="Link to this definition">¶</a></dt>
+<dd><p>Storage format of the input files. Must be one of:
+‘jsonl’, ‘bigquery’, ‘vertex-dataset’.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23710,9 +25672,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.safety_ratings">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRating" title="genai.types.SafetyRating"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRating</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyRatings')</span></em><a class="headerlink" href="#genai.types.Candidate.safety_ratings" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSource.gcs_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsUri')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The Google Cloud Storage URIs to input files.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23723,9 +25685,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenCount')</span></em><a class="headerlink" href="#genai.types.Candidate.token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of tokens for this candidate.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSource.inlined_requests">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InlinedRequest" title="genai.types.InlinedRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">InlinedRequest</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlinedRequests')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.inlined_requests" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23736,9 +25698,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Candidate.url_context_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadata" title="genai.types.UrlContextMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'urlContextMetadata')</span></em><a class="headerlink" href="#genai.types.Candidate.url_context_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Metadata returned when the model uses the <cite>url_context</cite> tool to get information from a user-provided URL.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSource.vertex_dataset_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vertex_dataset_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'vertexDatasetName')</span></em><a class="headerlink" href="#genai.types.BatchJobSource.vertex_dataset_name" title="Link to this definition">¶</a></dt>
+<dd><p>This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23751,96 +25713,94 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CandidateDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CandidateDict</span></span><a class="headerlink" href="#genai.types.CandidateDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BatchJobSourceDict</span></span><a class="headerlink" href="#genai.types.BatchJobSourceDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A response candidate generated from the model.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.avg_logprobs">
-<span class="sig-name descname"><span class="pre">avg_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.avg_logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.</p>
-</dd></dl>
-
+<p>Config for <cite>src</cite> parameter.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.citation_metadata">
-<span class="sig-name descname"><span class="pre">citation_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CitationMetadataDict" title="genai.types.CitationMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CitationMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.citation_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Source attribution of the generated content.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.bigquery_uri">
+<span class="sig-name descname"><span class="pre">bigquery_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.bigquery_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The BigQuery URI to input table.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.content">
-<span class="sig-name descname"><span class="pre">content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.content" title="Link to this definition">¶</a></dt>
-<dd><p>Contains the multi-part content of the response.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.file_name">
+<span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.file_name" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s file resource name of the input data
+(e.g. “files/12345”).</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.finish_message">
-<span class="sig-name descname"><span class="pre">finish_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.finish_message" title="Link to this definition">¶</a></dt>
-<dd><p>Describes the reason the model stopped generating tokens.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.format">
+<span class="sig-name descname"><span class="pre">format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.format" title="Link to this definition">¶</a></dt>
+<dd><p>Storage format of the input files. Must be one of:
+‘jsonl’, ‘bigquery’, ‘vertex-dataset’.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.finish_reason">
-<span class="sig-name descname"><span class="pre">finish_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FinishReason" title="genai.types.FinishReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">FinishReason</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.finish_reason" title="Link to this definition">¶</a></dt>
-<dd><p>The reason why the model stopped generating tokens.
-If empty, the model has not stopped generating the tokens.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.gcs_uri">
+<span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The Google Cloud Storage URIs to input files.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.grounding_metadata">
-<span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataDict" title="genai.types.GroundingMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.grounding_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Metadata returned when grounding is enabled. It
-contains the sources used to ground the generated content.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.inlined_requests">
+<span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InlinedRequestDict" title="genai.types.InlinedRequestDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">InlinedRequestDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.inlined_requests" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.index">
-<span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.index" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when <cite>candidate_count</cite> &gt; 1.</p>
+<dt class="sig sig-object py" id="genai.types.BatchJobSourceDict.vertex_dataset_name">
+<span class="sig-name descname"><span class="pre">vertex_dataset_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BatchJobSourceDict.vertex_dataset_name" title="Link to this definition">¶</a></dt>
+<dd><p>This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.logprobs_result">
-<span class="sig-name descname"><span class="pre">logprobs_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultDict" title="genai.types.LogprobsResultDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.logprobs_result" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential “hallucinations”.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.Behavior">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Behavior</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Behavior" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Specifies the function Behavior.</p>
+<p>If not specified, the system keeps the current function call behavior. This
+field is currently only supported by the BidiGenerateContent method.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.safety_ratings">
-<span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRatingDict" title="genai.types.SafetyRatingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRatingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CandidateDict.safety_ratings" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.</p>
+<dt class="sig sig-object py" id="genai.types.Behavior.BLOCKING">
+<span class="sig-name descname"><span class="pre">BLOCKING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKING'</span></em><a class="headerlink" href="#genai.types.Behavior.BLOCKING" title="Link to this definition">¶</a></dt>
+<dd><p>If set, the system will wait to receive the function response before continuing the conversation.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.token_count">
-<span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of tokens for this candidate.</p>
+<dt class="sig sig-object py" id="genai.types.Behavior.NON_BLOCKING">
+<span class="sig-name descname"><span class="pre">NON_BLOCKING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NON_BLOCKING'</span></em><a class="headerlink" href="#genai.types.Behavior.NON_BLOCKING" title="Link to this definition">¶</a></dt>
+<dd><p>If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CandidateDict.url_context_metadata">
-<span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadataDict" title="genai.types.UrlContextMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.url_context_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Metadata returned when the model uses the <cite>url_context</cite> tool to get information from a user-provided URL.</p>
+<dt class="sig sig-object py" id="genai.types.Behavior.UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Behavior.UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>This value is unspecified.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Checkpoint">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Checkpoint</span></span><a class="headerlink" href="#genai.types.Checkpoint" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.BigQuerySource">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BigQuerySource</span></span><a class="headerlink" href="#genai.types.BigQuerySource" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Describes the machine learning model version checkpoint.</p>
+<p>The BigQuery location for the input content.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoint&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the machine learning model version checkpoint.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -23850,34 +25810,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -23887,18 +25821,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Checkpoint.checkpoint_id" title="genai.types.Checkpoint.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Checkpoint.epoch" title="genai.types.Checkpoint.epoch"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Checkpoint.step" title="genai.types.Checkpoint.step"><code class="xref py py-obj docutils literal notranslate"><span class="pre">step</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BigQuerySource.input_uri" title="genai.types.BigQuerySource.input_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Checkpoint.checkpoint_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.Checkpoint.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the checkpoint.</p>
+<dt class="sig sig-object py" id="genai.types.BigQuerySource.input_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputUri')</span></em><a class="headerlink" href="#genai.types.BigQuerySource.input_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: <cite>bq://projectId.bqDatasetId.bqTableId</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -23908,27 +25840,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Checkpoint.epoch">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Checkpoint.epoch" title="Link to this definition">¶</a></dt>
-<dd><p>The epoch of the checkpoint.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Checkpoint.step">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Checkpoint.step" title="Link to this definition">¶</a></dt>
-<dd><p>The step of the checkpoint.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.BigQuerySourceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BigQuerySourceDict</span></span><a class="headerlink" href="#genai.types.BigQuerySourceDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The BigQuery location for the input content.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BigQuerySourceDict.input_uri">
+<span class="sig-name descname"><span class="pre">input_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BigQuerySourceDict.input_uri" title="Link to this definition">¶</a></dt>
+<dd><p><cite>bq://projectId.bqDatasetId.bqTableId</cite>.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p>BigQuery path. For example</p></li>
 </ul>
 </dd>
 </dl>
@@ -23936,93 +25866,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CheckpointDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CheckpointDict</span></span><a class="headerlink" href="#genai.types.CheckpointDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Describes the machine learning model version checkpoint.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CheckpointDict.checkpoint_id">
-<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CheckpointDict.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the checkpoint.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CheckpointDict.epoch">
-<span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CheckpointDict.epoch" title="Link to this definition">¶</a></dt>
-<dd><p>The epoch of the checkpoint.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CheckpointDict.step">
-<span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CheckpointDict.step" title="Link to this definition">¶</a></dt>
-<dd><p>The step of the checkpoint.</p>
-</dd></dl>
-
-</dd></dl>
-
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ChunkingConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ChunkingConfig</span></span><a class="headerlink" href="#genai.types.ChunkingConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.BleuMetricValue">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuMetricValue</span></span><a class="headerlink" href="#genai.types.BleuMetricValue" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for telling the service how to chunk the file.</p>
+<p>Bleu metric value for an instance.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ChunkingConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for telling the service how to chunk the file.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;whiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WhiteSpaceConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;White space chunking configuration.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;WhiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a white space chunking algorithm.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;maxTokensPerChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens per chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtokensperchunk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOverlapTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of overlapping tokens between two adjacent chunks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoverlaptokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WhiteSpaceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -24032,16 +25903,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ChunkingConfig.white_space_config" title="genai.types.ChunkingConfig.white_space_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">white_space_config</span> <span class="pre">(genai.types.WhiteSpaceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.BleuMetricValue.score" title="genai.types.BleuMetricValue.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ChunkingConfig.white_space_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">white_space_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WhiteSpaceConfig" title="genai.types.WhiteSpaceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">WhiteSpaceConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'whiteSpaceConfig')</span></em><a class="headerlink" href="#genai.types.ChunkingConfig.white_space_config" title="Link to this definition">¶</a></dt>
-<dd><p>White space chunking configuration.</p>
+<dt class="sig sig-object py" id="genai.types.BleuMetricValue.score">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.BleuMetricValue.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Bleu score.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24054,50 +25925,110 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ChunkingConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ChunkingConfigDict</span></span><a class="headerlink" href="#genai.types.ChunkingConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.BleuMetricValueDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuMetricValueDict</span></span><a class="headerlink" href="#genai.types.BleuMetricValueDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for telling the service how to chunk the file.</p>
+<p>Bleu metric value for an instance.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ChunkingConfigDict.white_space_config">
-<span class="sig-name descname"><span class="pre">white_space_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WhiteSpaceConfigDict" title="genai.types.WhiteSpaceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WhiteSpaceConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ChunkingConfigDict.white_space_config" title="Link to this definition">¶</a></dt>
-<dd><p>White space chunking configuration.</p>
+<dt class="sig sig-object py" id="genai.types.BleuMetricValueDict.score">
+<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BleuMetricValueDict.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Bleu score.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Citation">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Citation</span></span><a class="headerlink" href="#genai.types.Citation" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.BleuSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuSpec</span></span><a class="headerlink" href="#genai.types.BleuSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A citation for a piece of generatedcontent.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Spec for bleu metric.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.BleuSpec.use_effective_order" title="genai.types.BleuSpec.use_effective_order"><code class="xref py py-obj docutils literal notranslate"><span class="pre">use_effective_order</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.BleuSpec.use_effective_order">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">use_effective_order</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'useEffectiveOrder')</span></em><a class="headerlink" href="#genai.types.BleuSpec.use_effective_order" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether to use_effective_order to compute bleu score.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.BleuSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BleuSpecDict</span></span><a class="headerlink" href="#genai.types.BleuSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Spec for bleu metric.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BleuSpecDict.use_effective_order">
+<span class="sig-name descname"><span class="pre">use_effective_order</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BleuSpecDict.use_effective_order" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether to use_effective_order to compute bleu score.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Blob">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Blob</span></span><a class="headerlink" href="#genai.types.Blob" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A content blob.</p>
+<p>A Blob contains data of a specific media type. It is used to represent images,
+audio, and video.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
@@ -24105,35 +26036,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -24143,10 +26049,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -24156,57 +26062,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -24216,21 +26073,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Citation.end_index" title="genai.types.Citation.end_index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">end_index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Citation.license" title="genai.types.Citation.license"><code class="xref py py-obj docutils literal notranslate"><span class="pre">license</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Citation.publication_date" title="genai.types.Citation.publication_date"><code class="xref py py-obj docutils literal notranslate"><span class="pre">publication_date</span> <span class="pre">(genai.types.GoogleTypeDate</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Citation.start_index" title="genai.types.Citation.start_index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">start_index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Citation.title" title="genai.types.Citation.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Citation.uri" title="genai.types.Citation.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Blob.data" title="genai.types.Blob.data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">data</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Blob.display_name" title="genai.types.Blob.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Blob.mime_type" title="genai.types.Blob.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Citation.end_index">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">end_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'endIndex')</span></em><a class="headerlink" href="#genai.types.Citation.end_index" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The end index of the citation in the content.</p>
+<dt class="sig sig-object py" id="genai.types.Blob.data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Blob.data" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The raw bytes of the data.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24241,9 +26095,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Citation.license">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">license</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Citation.license" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The license of the source of the citation.</p>
+<dt class="sig sig-object py" id="genai.types.Blob.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.Blob.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server-side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24254,9 +26108,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Citation.publication_date">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">publication_date</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleTypeDate" title="genai.types.GoogleTypeDate"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleTypeDate</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'publicationDate')</span></em><a class="headerlink" href="#genai.types.Citation.publication_date" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The publication date of the source of the citation.</p>
+<dt class="sig sig-object py" id="genai.types.Blob.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.Blob.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24266,129 +26120,216 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Citation.start_index">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">start_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'startIndex')</span></em><a class="headerlink" href="#genai.types.Citation.start_index" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The start index of the citation in the content.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Blob.as_image">
+<span class="sig-name descname"><span class="pre">as_image</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Blob.as_image" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the Blob as a Image, or None if the Blob is not an image.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a>]</span></p>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Citation.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Citation.title" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The title of the source of the citation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Citation.uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Citation.uri" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The URI of the source of the citation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.BlobDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BlobDict</span></span><a class="headerlink" href="#genai.types.BlobDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A content blob.</p>
+<p>A Blob contains data of a specific media type. It is used to represent images,
+audio, and video.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BlobDict.data">
+<span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BlobDict.data" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The raw bytes of the data.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BlobDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BlobDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server-side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BlobDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.BlobDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CitationDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CitationDict</span></span><a class="headerlink" href="#genai.types.CitationDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A citation for a piece of generatedcontent.</p>
-<p>This data type is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">BlockedReason</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.BlockedReason" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Output only. The reason why the prompt was blocked.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationDict.end_index">
-<span class="sig-name descname"><span class="pre">end_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.end_index" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The end index of the citation in the content.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason.BLOCKED_REASON_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">BLOCKED_REASON_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKED_REASON_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.BlockedReason.BLOCKED_REASON_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The blocked reason is unspecified.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationDict.license">
-<span class="sig-name descname"><span class="pre">license</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.license" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The license of the source of the citation.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason.BLOCKLIST">
+<span class="sig-name descname"><span class="pre">BLOCKLIST</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKLIST'</span></em><a class="headerlink" href="#genai.types.BlockedReason.BLOCKLIST" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked because it contains a term from the terminology blocklist.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationDict.publication_date">
-<span class="sig-name descname"><span class="pre">publication_date</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleTypeDateDict" title="genai.types.GoogleTypeDateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleTypeDateDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.publication_date" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The publication date of the source of the citation.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason.IMAGE_SAFETY">
+<span class="sig-name descname"><span class="pre">IMAGE_SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SAFETY'</span></em><a class="headerlink" href="#genai.types.BlockedReason.IMAGE_SAFETY" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked because it contains content that is unsafe for image generation.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationDict.start_index">
-<span class="sig-name descname"><span class="pre">start_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.start_index" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The start index of the citation in the content.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason.JAILBREAK">
+<span class="sig-name descname"><span class="pre">JAILBREAK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JAILBREAK'</span></em><a class="headerlink" href="#genai.types.BlockedReason.JAILBREAK" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked as a jailbreak attempt. This enum value is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The title of the source of the citation.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason.MODEL_ARMOR">
+<span class="sig-name descname"><span class="pre">MODEL_ARMOR</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODEL_ARMOR'</span></em><a class="headerlink" href="#genai.types.BlockedReason.MODEL_ARMOR" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked by Model Armor. This enum value is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationDict.uri">
-<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.uri" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The URI of the source of the citation.</p>
+<dt class="sig sig-object py" id="genai.types.BlockedReason.OTHER">
+<span class="sig-name descname"><span class="pre">OTHER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OTHER'</span></em><a class="headerlink" href="#genai.types.BlockedReason.OTHER" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked for other reasons. For example, it may be due to the prompt’s language, or because it contains other harmful content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BlockedReason.PROHIBITED_CONTENT">
+<span class="sig-name descname"><span class="pre">PROHIBITED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROHIBITED_CONTENT'</span></em><a class="headerlink" href="#genai.types.BlockedReason.PROHIBITED_CONTENT" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked because it contains prohibited content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.BlockedReason.SAFETY">
+<span class="sig-name descname"><span class="pre">SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SAFETY'</span></em><a class="headerlink" href="#genai.types.BlockedReason.SAFETY" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt was blocked for safety reasons.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CitationMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CitationMetadata</span></span><a class="headerlink" href="#genai.types.CitationMetadata" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CachedContent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContent</span></span><a class="headerlink" href="#genai.types.CachedContent" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Citation information when the model quotes another source.</p>
+<p>A resource used in LLM queries for users to explicitly specify what to cache.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A resource used in LLM queries for users to explicitly specify what to cache.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-generated resource name of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-generated meaningful display name of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the publisher model to use for cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Creation time of the cache entry.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When the cache entry was last updated in UTC time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiration time of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CachedContentUsageMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CachedContentUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24398,35 +26339,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of audio in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiodurationseconds&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24436,44 +26352,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;textCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24483,10 +26365,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of text characters. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24496,10 +26378,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens that the cached content consumes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24509,11 +26391,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of video in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videodurationseconds&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContentUsageMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -24524,135 +26406,74 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CitationMetadata.citations" title="genai.types.CitationMetadata.citations"><code class="xref py py-obj docutils literal notranslate"><span class="pre">citations</span> <span class="pre">(list[genai.types.Citation]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.create_time" title="genai.types.CachedContent.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.display_name" title="genai.types.CachedContent.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.expire_time" title="genai.types.CachedContent.expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.model" title="genai.types.CachedContent.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.name" title="genai.types.CachedContent.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.update_time" title="genai.types.CachedContent.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContent.usage_metadata" title="genai.types.CachedContent.usage_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">usage_metadata</span> <span class="pre">(genai.types.CachedContentUsageMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_rename_citation_sources</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
+<dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CitationMetadata.citations">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">citations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Citation" title="genai.types.Citation"><code class="xref py py-class docutils literal notranslate"><span class="pre">Citation</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CitationMetadata.citations" title="Link to this definition">¶</a></dt>
-<dd><p>Contains citation information when the model directly quotes, at
-length, from another source. Can include traditional websites and code
-repositories.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContent.create_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.CachedContent.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Creation time of the cache entry.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_rename_citation_sources</span></code></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CachedContent.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CachedContent.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-generated meaningful display name of the cached content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CitationMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CitationMetadataDict</span></span><a class="headerlink" href="#genai.types.CitationMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Citation information when the model quotes another source.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CitationMetadataDict.citations">
-<span class="sig-name descname"><span class="pre">citations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CitationDict" title="genai.types.CitationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CitationDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CitationMetadataDict.citations" title="Link to this definition">¶</a></dt>
-<dd><p>Contains citation information when the model directly quotes, at
-length, from another source. Can include traditional websites and code
-repositories.</p>
-</dd></dl>
-
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CachedContent.expire_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expireTime')</span></em><a class="headerlink" href="#genai.types.CachedContent.expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>Expiration time of the cached content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CodeExecutionResult</span></span><a class="headerlink" href="#genai.types.CodeExecutionResult" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Result of executing the ExecutableCode.</p>
-<p>Generated only when the <cite>CodeExecution</cite> tool is used.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CachedContent.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CachedContent.model" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the publisher model to use for cached content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CodeExecutionResult.id" title="genai.types.CodeExecutionResult.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CodeExecutionResult.outcome" title="genai.types.CodeExecutionResult.outcome"><code class="xref py py-obj docutils literal notranslate"><span class="pre">outcome</span> <span class="pre">(genai.types.Outcome</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CodeExecutionResult.output" title="genai.types.CodeExecutionResult.output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResult.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CodeExecutionResult.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The identifier of the <cite>ExecutableCode</cite> part this result is for. Only populated if the corresponding <cite>ExecutableCode</cite> has an id.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContent.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CachedContent.name" title="Link to this definition">¶</a></dt>
+<dd><p>The server-generated resource name of the cached content.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24663,9 +26484,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResult.outcome">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">outcome</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Outcome" title="genai.types.Outcome"><code class="xref py py-class docutils literal notranslate"><span class="pre">Outcome</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CodeExecutionResult.outcome" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Outcome of the code execution.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContent.update_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.CachedContent.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>When the cache entry was last updated in UTC time.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24676,9 +26497,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResult.output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CodeExecutionResult.output" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Contains stdout when code execution is successful, stderr or other description otherwise.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContent.usage_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContentUsageMetadata" title="genai.types.CachedContentUsageMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContentUsageMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'usageMetadata')</span></em><a class="headerlink" href="#genai.types.CachedContent.usage_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata on the usage of the cached content.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24691,48 +26512,70 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CodeExecutionResultDict</span></span><a class="headerlink" href="#genai.types.CodeExecutionResultDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CachedContentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContentDict</span></span><a class="headerlink" href="#genai.types.CachedContentDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Result of executing the ExecutableCode.</p>
-<p>Generated only when the <cite>CodeExecution</cite> tool is used.</p>
+<p>A resource used in LLM queries for users to explicitly specify what to cache.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict.id">
-<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CodeExecutionResultDict.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The identifier of the <cite>ExecutableCode</cite> part this result is for. Only populated if the corresponding <cite>ExecutableCode</cite> has an id.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.create_time">
+<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Creation time of the cache entry.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict.outcome">
-<span class="sig-name descname"><span class="pre">outcome</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Outcome" title="genai.types.Outcome"><code class="xref py py-class docutils literal notranslate"><span class="pre">Outcome</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CodeExecutionResultDict.outcome" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Outcome of the code execution.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-generated meaningful display name of the cached content.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict.output">
-<span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CodeExecutionResultDict.output" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Contains stdout when code execution is successful, stderr or other description otherwise.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.expire_time">
+<span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>Expiration time of the cached content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the publisher model to use for cached content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>The server-generated resource name of the cached content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.update_time">
+<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>When the cache entry was last updated in UTC time.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CachedContentDict.usage_metadata">
+<span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContentUsageMetadataDict" title="genai.types.CachedContentUsageMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContentUsageMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentDict.usage_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata on the usage of the cached content.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CompletionStats">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompletionStats</span></span><a class="headerlink" href="#genai.types.CompletionStats" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContentUsageMetadata</span></span><a class="headerlink" href="#genai.types.CachedContentUsageMetadata" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Metadata on the usage of the cached content.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompletionStats&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContentUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;failedCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;audioDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24742,10 +26585,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of entities for which any error was encountered.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Failedcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of audio in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiodurationseconds&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;incompleteCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24755,10 +26598,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incompletecount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagecount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;successfulCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;textCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24768,10 +26611,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of entities that had been processed successfully.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Successfulcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of text characters. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textcount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;successfulForecastPointCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -24781,8 +26624,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Successfulforecastpointcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens that the cached content consumes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;videoDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of video in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videodurationseconds&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -24792,19 +26648,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CompletionStats.failed_count" title="genai.types.CompletionStats.failed_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">failed_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CompletionStats.incomplete_count" title="genai.types.CompletionStats.incomplete_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">incomplete_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CompletionStats.successful_count" title="genai.types.CompletionStats.successful_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">successful_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CompletionStats.successful_forecast_point_count" title="genai.types.CompletionStats.successful_forecast_point_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">successful_forecast_point_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.audio_duration_seconds" title="genai.types.CachedContentUsageMetadata.audio_duration_seconds"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_duration_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.image_count" title="genai.types.CachedContentUsageMetadata.image_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.text_count" title="genai.types.CachedContentUsageMetadata.text_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.total_token_count" title="genai.types.CachedContentUsageMetadata.total_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CachedContentUsageMetadata.video_duration_seconds" title="genai.types.CachedContentUsageMetadata.video_duration_seconds"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video_duration_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompletionStats.failed_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">failed_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'failedCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.failed_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of entities for which any error was encountered.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.audio_duration_seconds">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioDurationSeconds')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.audio_duration_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>Duration of audio in seconds. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24815,9 +26672,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompletionStats.incomplete_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">incomplete_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'incompleteCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.incomplete_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.image_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageCount')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.image_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24828,9 +26685,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompletionStats.successful_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">successful_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'successfulCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.successful_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of entities that had been processed successfully.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.text_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'textCount')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.text_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of text characters. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24841,9 +26698,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompletionStats.successful_forecast_point_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">successful_forecast_point_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'successfulForecastPointCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.successful_forecast_point_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.total_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokenCount')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.total_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Total number of tokens that the cached content consumes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadata.video_duration_seconds">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'videoDurationSeconds')</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadata.video_duration_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>Duration of video in seconds. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -24856,122 +26726,101 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CompletionStatsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompletionStatsDict</span></span><a class="headerlink" href="#genai.types.CompletionStatsDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CachedContentUsageMetadataDict</span></span><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Metadata on the usage of the cached content.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.failed_count">
-<span class="sig-name descname"><span class="pre">failed_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.failed_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of entities for which any error was encountered.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.audio_duration_seconds">
+<span class="sig-name descname"><span class="pre">audio_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.audio_duration_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>Duration of audio in seconds. This field is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.incomplete_count">
-<span class="sig-name descname"><span class="pre">incomplete_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.incomplete_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.image_count">
+<span class="sig-name descname"><span class="pre">image_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.image_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images. This field is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.successful_count">
-<span class="sig-name descname"><span class="pre">successful_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.successful_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of entities that had been processed successfully.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.text_count">
+<span class="sig-name descname"><span class="pre">text_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.text_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of text characters. This field is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.successful_forecast_point_count">
-<span class="sig-name descname"><span class="pre">successful_forecast_point_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.successful_forecast_point_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.</p>
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.total_token_count">
+<span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.total_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Total number of tokens that the cached content consumes.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CachedContentUsageMetadataDict.video_duration_seconds">
+<span class="sig-name descname"><span class="pre">video_duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CachedContentUsageMetadataDict.video_duration_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>Duration of video in seconds. This field is not supported in Gemini API.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfig</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelBatchJobConfig</span></span><a class="headerlink" href="#genai.types.CancelBatchJobConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Composite reinforcement tuning reward config.</p>
+<p>Optional parameters.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CancelBatchJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -24981,159 +26830,119 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -25143,495 +26952,887 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CancelBatchJobConfig.http_options" title="genai.types.CancelBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CancelBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.CancelBatchJobConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CancelBatchJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CancelBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobConfig</span></span><a class="headerlink" href="#genai.types.CancelTuningJobConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for tunings.cancel method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CancelTuningJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for tunings.cancel method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CancelTuningJobConfig.http_options" title="genai.types.CancelTuningJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CancelTuningJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobConfigDict</span></span><a class="headerlink" href="#genai.types.CancelTuningJobConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for tunings.cancel method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CancelTuningJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobResponse</span></span><a class="headerlink" href="#genai.types.CancelTuningJobResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Empty response for tunings.cancel method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CancelTuningJobResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Empty response for tunings.cancel method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CancelTuningJobResponse.sdk_http_response" title="genai.types.CancelTuningJobResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.CancelTuningJobResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CancelTuningJobResponseDict</span></span><a class="headerlink" href="#genai.types.CancelTuningJobResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Empty response for tunings.cancel method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CancelTuningJobResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CancelTuningJobResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Candidate">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Candidate</span></span><a class="headerlink" href="#genai.types.Candidate" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A response candidate generated from the model.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -25639,18 +27840,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25660,196 +27853,127 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25859,113 +27983,161 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -25975,25 +28147,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26003,18 +28160,32 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26024,30 +28195,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26057,142 +28222,211 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26202,151 +28436,141 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26356,54 +28580,60 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -26412,21 +28642,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26436,139 +28692,155 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26578,58 +28850,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26639,111 +28909,123 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26753,178 +29035,198 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -26934,275 +29236,216 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs" title="genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weighted_reward_configs</span> <span class="pre">(list[genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weighted_reward_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfig</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'weightedRewardConfigs')</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs" title="Link to this definition">¶</a></dt>
-<dd><p>List of reward function configurations with weights.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfigDict</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Composite reinforcement tuning reward config.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigDict.weighted_reward_configs">
-<span class="sig-name descname"><span class="pre">weighted_reward_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigDict.weighted_reward_configs" title="Link to this definition">¶</a></dt>
-<dd><p>List of reward function configurations with weights.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfig</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Composite reinforcement tuning reward config weighted reward config.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -27212,10 +29455,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -27225,22 +29468,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -27249,135 +29492,136 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -27387,12 +29631,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -27400,139 +29645,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -27542,167 +29752,210 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -27712,124 +29965,115 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -27837,20 +30081,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -27858,54 +30095,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -27915,139 +30155,65 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -28057,141 +30223,158 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -28201,18 +30384,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -28222,30 +30429,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -28255,296 +30455,883 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Candidate.avg_logprobs" title="genai.types.Candidate.avg_logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">avg_logprobs</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.citation_metadata" title="genai.types.Candidate.citation_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">citation_metadata</span> <span class="pre">(genai.types.CitationMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.content" title="genai.types.Candidate.content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">content</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.finish_message" title="genai.types.Candidate.finish_message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">finish_message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.finish_reason" title="genai.types.Candidate.finish_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">finish_reason</span> <span class="pre">(genai.types.FinishReason</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.grounding_metadata" title="genai.types.Candidate.grounding_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_metadata</span> <span class="pre">(genai.types.GroundingMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.index" title="genai.types.Candidate.index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.logprobs_result" title="genai.types.Candidate.logprobs_result"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logprobs_result</span> <span class="pre">(genai.types.LogprobsResult</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.safety_ratings" title="genai.types.Candidate.safety_ratings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_ratings</span> <span class="pre">(list[genai.types.SafetyRating]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.token_count" title="genai.types.Candidate.token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Candidate.url_context_metadata" title="genai.types.Candidate.url_context_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">url_context_metadata</span> <span class="pre">(genai.types.UrlContextMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.avg_logprobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avg_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'avgLogprobs')</span></em><a class="headerlink" href="#genai.types.Candidate.avg_logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.citation_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">citation_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CitationMetadata" title="genai.types.CitationMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CitationMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'citationMetadata')</span></em><a class="headerlink" href="#genai.types.Candidate.citation_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Source attribution of the generated content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Candidate.content" title="Link to this definition">¶</a></dt>
+<dd><p>Contains the multi-part content of the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.finish_message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">finish_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'finishMessage')</span></em><a class="headerlink" href="#genai.types.Candidate.finish_message" title="Link to this definition">¶</a></dt>
+<dd><p>Describes the reason the model stopped generating tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.finish_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">finish_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FinishReason" title="genai.types.FinishReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">FinishReason</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'finishReason')</span></em><a class="headerlink" href="#genai.types.Candidate.finish_reason" title="Link to this definition">¶</a></dt>
+<dd><p>The reason why the model stopped generating tokens.
+If empty, the model has not stopped generating the tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.grounding_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadata" title="genai.types.GroundingMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingMetadata')</span></em><a class="headerlink" href="#genai.types.Candidate.grounding_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Metadata returned when grounding is enabled. It
+contains the sources used to ground the generated content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.index">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Candidate.index" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when <cite>candidate_count</cite> &gt; 1.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.logprobs_result">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">logprobs_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResult" title="genai.types.LogprobsResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResult</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'logprobsResult')</span></em><a class="headerlink" href="#genai.types.Candidate.logprobs_result" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential “hallucinations”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.safety_ratings">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRating" title="genai.types.SafetyRating"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRating</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyRatings')</span></em><a class="headerlink" href="#genai.types.Candidate.safety_ratings" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenCount')</span></em><a class="headerlink" href="#genai.types.Candidate.token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of tokens for this candidate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Candidate.url_context_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadata" title="genai.types.UrlContextMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'urlContextMetadata')</span></em><a class="headerlink" href="#genai.types.Candidate.url_context_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Metadata returned when the model uses the <cite>url_context</cite> tool to get information from a user-provided URL.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CandidateDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CandidateDict</span></span><a class="headerlink" href="#genai.types.CandidateDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A response candidate generated from the model.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.avg_logprobs">
+<span class="sig-name descname"><span class="pre">avg_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.avg_logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.citation_metadata">
+<span class="sig-name descname"><span class="pre">citation_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CitationMetadataDict" title="genai.types.CitationMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CitationMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.citation_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Source attribution of the generated content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.content">
+<span class="sig-name descname"><span class="pre">content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.content" title="Link to this definition">¶</a></dt>
+<dd><p>Contains the multi-part content of the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.finish_message">
+<span class="sig-name descname"><span class="pre">finish_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.finish_message" title="Link to this definition">¶</a></dt>
+<dd><p>Describes the reason the model stopped generating tokens.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.finish_reason">
+<span class="sig-name descname"><span class="pre">finish_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FinishReason" title="genai.types.FinishReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">FinishReason</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.finish_reason" title="Link to this definition">¶</a></dt>
+<dd><p>The reason why the model stopped generating tokens.
+If empty, the model has not stopped generating the tokens.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.grounding_metadata">
+<span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataDict" title="genai.types.GroundingMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.grounding_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Metadata returned when grounding is enabled. It
+contains the sources used to ground the generated content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.index">
+<span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.index" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when <cite>candidate_count</cite> &gt; 1.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.logprobs_result">
+<span class="sig-name descname"><span class="pre">logprobs_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultDict" title="genai.types.LogprobsResultDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.logprobs_result" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential “hallucinations”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.safety_ratings">
+<span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRatingDict" title="genai.types.SafetyRatingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRatingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CandidateDict.safety_ratings" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.token_count">
+<span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of tokens for this candidate.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CandidateDict.url_context_metadata">
+<span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadataDict" title="genai.types.UrlContextMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CandidateDict.url_context_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Metadata returned when the model uses the <cite>url_context</cite> tool to get information from a user-provided URL.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Checkpoint">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Checkpoint</span></span><a class="headerlink" href="#genai.types.Checkpoint" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Describes the machine learning model version checkpoint.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoint&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the machine learning model version checkpoint.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">      </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Checkpoint.checkpoint_id" title="genai.types.Checkpoint.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Checkpoint.epoch" title="genai.types.Checkpoint.epoch"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Checkpoint.step" title="genai.types.Checkpoint.step"><code class="xref py py-obj docutils literal notranslate"><span class="pre">step</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Checkpoint.checkpoint_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.Checkpoint.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the checkpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Checkpoint.epoch">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Checkpoint.epoch" title="Link to this definition">¶</a></dt>
+<dd><p>The epoch of the checkpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Checkpoint.step">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Checkpoint.step" title="Link to this definition">¶</a></dt>
+<dd><p>The step of the checkpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CheckpointDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CheckpointDict</span></span><a class="headerlink" href="#genai.types.CheckpointDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Describes the machine learning model version checkpoint.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CheckpointDict.checkpoint_id">
+<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CheckpointDict.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the checkpoint.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CheckpointDict.epoch">
+<span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CheckpointDict.epoch" title="Link to this definition">¶</a></dt>
+<dd><p>The epoch of the checkpoint.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CheckpointDict.step">
+<span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CheckpointDict.step" title="Link to this definition">¶</a></dt>
+<dd><p>The step of the checkpoint.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ChunkingConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ChunkingConfig</span></span><a class="headerlink" href="#genai.types.ChunkingConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for telling the service how to chunk the file.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ChunkingConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for telling the service how to chunk the file.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;whiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WhiteSpaceConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;White space chunking configuration.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WhiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a white space chunking algorithm.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxTokensPerChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens per chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtokensperchunk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOverlapTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of overlapping tokens between two adjacent chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoverlaptokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WhiteSpaceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ChunkingConfig.white_space_config" title="genai.types.ChunkingConfig.white_space_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">white_space_config</span> <span class="pre">(genai.types.WhiteSpaceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ChunkingConfig.white_space_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">white_space_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WhiteSpaceConfig" title="genai.types.WhiteSpaceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">WhiteSpaceConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'whiteSpaceConfig')</span></em><a class="headerlink" href="#genai.types.ChunkingConfig.white_space_config" title="Link to this definition">¶</a></dt>
+<dd><p>White space chunking configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ChunkingConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ChunkingConfigDict</span></span><a class="headerlink" href="#genai.types.ChunkingConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for telling the service how to chunk the file.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ChunkingConfigDict.white_space_config">
+<span class="sig-name descname"><span class="pre">white_space_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WhiteSpaceConfigDict" title="genai.types.WhiteSpaceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WhiteSpaceConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ChunkingConfigDict.white_space_config" title="Link to this definition">¶</a></dt>
+<dd><p>White space chunking configuration.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Citation">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Citation</span></span><a class="headerlink" href="#genai.types.Citation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A citation for a piece of generatedcontent.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Citation.end_index" title="genai.types.Citation.end_index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">end_index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Citation.license" title="genai.types.Citation.license"><code class="xref py py-obj docutils literal notranslate"><span class="pre">license</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Citation.publication_date" title="genai.types.Citation.publication_date"><code class="xref py py-obj docutils literal notranslate"><span class="pre">publication_date</span> <span class="pre">(genai.types.GoogleTypeDate</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Citation.start_index" title="genai.types.Citation.start_index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">start_index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Citation.title" title="genai.types.Citation.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Citation.uri" title="genai.types.Citation.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Citation.end_index">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">end_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'endIndex')</span></em><a class="headerlink" href="#genai.types.Citation.end_index" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The end index of the citation in the content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Citation.license">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">license</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Citation.license" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The license of the source of the citation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Citation.publication_date">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">publication_date</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleTypeDate" title="genai.types.GoogleTypeDate"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleTypeDate</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'publicationDate')</span></em><a class="headerlink" href="#genai.types.Citation.publication_date" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The publication date of the source of the citation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Citation.start_index">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">start_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'startIndex')</span></em><a class="headerlink" href="#genai.types.Citation.start_index" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The start index of the citation in the content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Citation.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Citation.title" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The title of the source of the citation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Citation.uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Citation.uri" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The URI of the source of the citation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CitationDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CitationDict</span></span><a class="headerlink" href="#genai.types.CitationDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A citation for a piece of generatedcontent.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationDict.end_index">
+<span class="sig-name descname"><span class="pre">end_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.end_index" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The end index of the citation in the content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationDict.license">
+<span class="sig-name descname"><span class="pre">license</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.license" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The license of the source of the citation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationDict.publication_date">
+<span class="sig-name descname"><span class="pre">publication_date</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleTypeDateDict" title="genai.types.GoogleTypeDateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleTypeDateDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.publication_date" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The publication date of the source of the citation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationDict.start_index">
+<span class="sig-name descname"><span class="pre">start_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.start_index" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The start index of the citation in the content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The title of the source of the citation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationDict.uri">
+<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CitationDict.uri" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The URI of the source of the citation.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CitationMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CitationMetadata</span></span><a class="headerlink" href="#genai.types.CitationMetadata" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Citation information when the model quotes another source.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -28554,77 +31341,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -28634,22 +31379,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -28659,10 +31413,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -28672,10 +31426,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -28685,23 +31439,444 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CitationMetadata.citations" title="genai.types.CitationMetadata.citations"><code class="xref py py-obj docutils literal notranslate"><span class="pre">citations</span> <span class="pre">(list[genai.types.Citation]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_rename_citation_sources</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CitationMetadata.citations">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">citations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Citation" title="genai.types.Citation"><code class="xref py py-class docutils literal notranslate"><span class="pre">Citation</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CitationMetadata.citations" title="Link to this definition">¶</a></dt>
+<dd><p>Contains citation information when the model directly quotes, at
+length, from another source. Can include traditional websites and code
+repositories.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_rename_citation_sources</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CitationMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CitationMetadataDict</span></span><a class="headerlink" href="#genai.types.CitationMetadataDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Citation information when the model quotes another source.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CitationMetadataDict.citations">
+<span class="sig-name descname"><span class="pre">citations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CitationDict" title="genai.types.CitationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CitationDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CitationMetadataDict.citations" title="Link to this definition">¶</a></dt>
+<dd><p>Contains citation information when the model directly quotes, at
+length, from another source. Can include traditional websites and code
+repositories.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CodeExecutionResult</span></span><a class="headerlink" href="#genai.types.CodeExecutionResult" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Result of executing the ExecutableCode.</p>
+<p>Generated only when the <cite>CodeExecution</cite> tool is used.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CodeExecutionResult.id" title="genai.types.CodeExecutionResult.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CodeExecutionResult.outcome" title="genai.types.CodeExecutionResult.outcome"><code class="xref py py-obj docutils literal notranslate"><span class="pre">outcome</span> <span class="pre">(genai.types.Outcome</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CodeExecutionResult.output" title="genai.types.CodeExecutionResult.output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResult.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CodeExecutionResult.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The identifier of the <cite>ExecutableCode</cite> part this result is for. Only populated if the corresponding <cite>ExecutableCode</cite> has an id.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResult.outcome">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">outcome</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Outcome" title="genai.types.Outcome"><code class="xref py py-class docutils literal notranslate"><span class="pre">Outcome</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CodeExecutionResult.outcome" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Outcome of the code execution.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResult.output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CodeExecutionResult.output" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Contains stdout when code execution is successful, stderr or other description otherwise.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CodeExecutionResultDict</span></span><a class="headerlink" href="#genai.types.CodeExecutionResultDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Result of executing the ExecutableCode.</p>
+<p>Generated only when the <cite>CodeExecution</cite> tool is used.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict.id">
+<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CodeExecutionResultDict.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The identifier of the <cite>ExecutableCode</cite> part this result is for. Only populated if the corresponding <cite>ExecutableCode</cite> has an id.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict.outcome">
+<span class="sig-name descname"><span class="pre">outcome</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Outcome" title="genai.types.Outcome"><code class="xref py py-class docutils literal notranslate"><span class="pre">Outcome</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CodeExecutionResultDict.outcome" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Outcome of the code execution.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CodeExecutionResultDict.output">
+<span class="sig-name descname"><span class="pre">output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CodeExecutionResultDict.output" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Contains stdout when code execution is successful, stderr or other description otherwise.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CompletionStats">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompletionStats</span></span><a class="headerlink" href="#genai.types.CompletionStats" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompletionStats&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;failedCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of entities for which any error was encountered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Failedcount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;incompleteCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incompletecount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;successfulCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of entities that had been processed successfully.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Successfulcount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;successfulForecastPointCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Successfulforecastpointcount&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CompletionStats.failed_count" title="genai.types.CompletionStats.failed_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">failed_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CompletionStats.incomplete_count" title="genai.types.CompletionStats.incomplete_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">incomplete_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CompletionStats.successful_count" title="genai.types.CompletionStats.successful_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">successful_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CompletionStats.successful_forecast_point_count" title="genai.types.CompletionStats.successful_forecast_point_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">successful_forecast_point_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CompletionStats.failed_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">failed_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'failedCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.failed_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of entities for which any error was encountered.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CompletionStats.incomplete_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">incomplete_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'incompleteCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.incomplete_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CompletionStats.successful_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">successful_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'successfulCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.successful_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of entities that had been processed successfully.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CompletionStats.successful_forecast_point_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">successful_forecast_point_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'successfulForecastPointCount')</span></em><a class="headerlink" href="#genai.types.CompletionStats.successful_forecast_point_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CompletionStatsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompletionStatsDict</span></span><a class="headerlink" href="#genai.types.CompletionStatsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.failed_count">
+<span class="sig-name descname"><span class="pre">failed_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.failed_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of entities for which any error was encountered.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.incomplete_count">
+<span class="sig-name descname"><span class="pre">incomplete_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.incomplete_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.successful_count">
+<span class="sig-name descname"><span class="pre">successful_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.successful_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of entities that had been processed successfully.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CompletionStatsDict.successful_forecast_point_count">
+<span class="sig-name descname"><span class="pre">successful_forecast_point_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompletionStatsDict.successful_forecast_point_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfig</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Composite reinforcement tuning reward config.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -28711,91 +31886,96 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -28808,10 +31988,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -28824,234 +32004,305 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -29061,10 +32312,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -29074,183 +32378,190 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -29258,356 +32569,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reward_config</span> <span class="pre">(genai.types.SingleReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weight</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfig" title="genai.types.SingleReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rewardConfig')</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Single reward configuration.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weight</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight" title="Link to this definition">¶</a></dt>
-<dd><p>How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">total_reward</span> <span class="pre">=</span> <span class="pre">(</span> <span class="pre">weight_a</span> <span class="pre">*</span> <span class="pre">reward_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">*</span> <span class="pre">reward_b</span> <span class="pre">+</span> <span class="pre">...</span> <span class="pre">)</span> <span class="pre">/</span> <span class="pre">(weight_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">+</span> <span class="pre">...)</span> <span class="pre">`</span></code></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Composite reinforcement tuning reward config weighted reward config.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.reward_config">
-<span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfigDict" title="genai.types.SingleReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Single reward configuration.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.weight">
-<span class="sig-name descname"><span class="pre">weight</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.weight" title="Link to this definition">¶</a></dt>
-<dd><p>How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">total_reward</span> <span class="pre">=</span> <span class="pre">(</span> <span class="pre">weight_a</span> <span class="pre">*</span> <span class="pre">reward_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">*</span> <span class="pre">reward_b</span> <span class="pre">+</span> <span class="pre">...</span> <span class="pre">)</span> <span class="pre">/</span> <span class="pre">(weight_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">+</span> <span class="pre">...)</span> <span class="pre">`</span></code></p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputationBasedMetricSpec</span></span><a class="headerlink" href="#genai.types.ComputationBasedMetricSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Specification for a computation based metric.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ComputationBasedMetricSpec.parameters" title="genai.types.ComputationBasedMetricSpec.parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parameters</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ComputationBasedMetricSpec.type" title="genai.types.ComputationBasedMetricSpec.type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">type</span> <span class="pre">(genai.types.ComputationBasedMetricType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpec.parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpec.parameters" title="Link to this definition">¶</a></dt>
-<dd><p>A map of parameters for the metric. ROUGE example: {“rouge_type”: “rougeL”, “split_summaries”: True, “use_stemmer”: True}. BLEU example: {“use_effective_order”: True}.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpec.type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputationBasedMetricType" title="genai.types.ComputationBasedMetricType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputationBasedMetricType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpec.type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the computation based metric.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputationBasedMetricSpecDict</span></span><a class="headerlink" href="#genai.types.ComputationBasedMetricSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Specification for a computation based metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpecDict.parameters">
-<span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpecDict.parameters" title="Link to this definition">¶</a></dt>
-<dd><p>“rougeL”, “split_summaries”: True, “use_stemmer”: True}. BLEU example: {“use_effective_order”: True}.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A map of parameters for the metric. ROUGE example</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>{“rouge_type”</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpecDict.type">
-<span class="sig-name descname"><span class="pre">type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputationBasedMetricType" title="genai.types.ComputationBasedMetricType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputationBasedMetricType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpecDict.type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the computation based metric.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputationBasedMetricType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ComputationBasedMetricType" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Represents the type of the computation based metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.BLEU">
-<span class="sig-name descname"><span class="pre">BLEU</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLEU'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.BLEU" title="Link to this definition">¶</a></dt>
-<dd><p>BLEU metric.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Computation based metric type is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.EXACT_MATCH">
-<span class="sig-name descname"><span class="pre">EXACT_MATCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EXACT_MATCH'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.EXACT_MATCH" title="Link to this definition">¶</a></dt>
-<dd><p>Exact match metric.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.ROUGE">
-<span class="sig-name descname"><span class="pre">ROUGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ROUGE'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.ROUGE" title="Link to this definition">¶</a></dt>
-<dd><p>ROUGE metric.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensConfig</span></span><a class="headerlink" href="#genai.types.ComputeTokensConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for computing tokens.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputeTokensConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ComputeTokensConfig.http_options" title="genai.types.ComputeTokensConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ComputeTokensConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensConfigDict</span></span><a class="headerlink" href="#genai.types.ComputeTokensConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for computing tokens.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputeTokensConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResponse</span></span><a class="headerlink" href="#genai.types.ComputeTokensResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for computing tokens.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputeTokensResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for computing tokens.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TokensInfo&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensinfo&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -29617,167 +32590,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens info with a list of tokens and the corresponding list of token ids.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional fields for the role from the corresponding Content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of token ids from the input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenids&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of tokens from the input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TokensInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ComputeTokensResponse.sdk_http_response" title="genai.types.ComputeTokensResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ComputeTokensResponse.tokens_info" title="genai.types.ComputeTokensResponse.tokens_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tokens_info</span> <span class="pre">(list[genai.types.TokensInfo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResponse.tokens_info">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfo" title="genai.types.TokensInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokensInfo')</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponse.tokens_info" title="Link to this definition">¶</a></dt>
-<dd><p>Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResponseDict</span></span><a class="headerlink" href="#genai.types.ComputeTokensResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for computing tokens.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResponseDict.tokens_info">
-<span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfoDict" title="genai.types.TokensInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponseDict.tokens_info" title="Link to this definition">¶</a></dt>
-<dd><p>Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResult</span></span><a class="headerlink" href="#genai.types.ComputeTokensResult" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Local tokenizer compute tokens result.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputeTokensResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Local tokenizer compute tokens result.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;tokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TokensInfo&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lists of tokens info from the input.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensinfo&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;TokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens info with a list of tokens and the corresponding list of token ids.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -29787,30 +32647,40 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional fields for the role from the corresponding Content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of token ids from the input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenids&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
@@ -29820,345 +32690,96 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of tokens from the input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TokensInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ComputeTokensResult.tokens_info" title="genai.types.ComputeTokensResult.tokens_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tokens_info</span> <span class="pre">(list[genai.types.TokensInfo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResult.tokens_info">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfo" title="genai.types.TokensInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokensInfo')</span></em><a class="headerlink" href="#genai.types.ComputeTokensResult.tokens_info" title="Link to this definition">¶</a></dt>
-<dd><p>Lists of tokens info from the input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResultDict</span></span><a class="headerlink" href="#genai.types.ComputeTokensResultDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Local tokenizer compute tokens result.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputeTokensResultDict.tokens_info">
-<span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfoDict" title="genai.types.TokensInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputeTokensResultDict.tokens_info" title="Link to this definition">¶</a></dt>
-<dd><p>Lists of tokens info from the input.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ComputerUse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputerUse</span></span><a class="headerlink" href="#genai.types.ComputerUse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tool to support computer use.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ComputerUse.disabled_safety_policies" title="genai.types.ComputerUse.disabled_safety_policies"><code class="xref py py-obj docutils literal notranslate"><span class="pre">disabled_safety_policies</span> <span class="pre">(list[genai.types.SafetyPolicy]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ComputerUse.enable_prompt_injection_detection" title="genai.types.ComputerUse.enable_prompt_injection_detection"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_prompt_injection_detection</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ComputerUse.environment" title="genai.types.ComputerUse.environment"><code class="xref py py-obj docutils literal notranslate"><span class="pre">environment</span> <span class="pre">(genai.types.Environment</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ComputerUse.excluded_predefined_functions" title="genai.types.ComputerUse.excluded_predefined_functions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">excluded_predefined_functions</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputerUse.disabled_safety_policies">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">disabled_safety_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyPolicy" title="genai.types.SafetyPolicy"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyPolicy</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'disabledSafetyPolicies')</span></em><a class="headerlink" href="#genai.types.ComputerUse.disabled_safety_policies" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputerUse.enable_prompt_injection_detection">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_prompt_injection_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enablePromptInjectionDetection')</span></em><a class="headerlink" href="#genai.types.ComputerUse.enable_prompt_injection_detection" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables the prompt injection detection check on computer-use request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputerUse.environment">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">environment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Environment" title="genai.types.Environment"><code class="xref py py-class docutils literal notranslate"><span class="pre">Environment</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ComputerUse.environment" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The environment being operated.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ComputerUse.excluded_predefined_functions">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">excluded_predefined_functions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'excludedPredefinedFunctions')</span></em><a class="headerlink" href="#genai.types.ComputerUse.excluded_predefined_functions" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. By default, [predefined functions](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions">https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions</a>) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ComputerUseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputerUseDict</span></span><a class="headerlink" href="#genai.types.ComputerUseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool to support computer use.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputerUseDict.disabled_safety_policies">
-<span class="sig-name descname"><span class="pre">disabled_safety_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyPolicy" title="genai.types.SafetyPolicy"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyPolicy</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.disabled_safety_policies" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputerUseDict.enable_prompt_injection_detection">
-<span class="sig-name descname"><span class="pre">enable_prompt_injection_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.enable_prompt_injection_detection" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables the prompt injection detection check on computer-use request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputerUseDict.environment">
-<span class="sig-name descname"><span class="pre">environment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Environment" title="genai.types.Environment"><code class="xref py py-class docutils literal notranslate"><span class="pre">Environment</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.environment" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The environment being operated.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ComputerUseDict.excluded_predefined_functions">
-<span class="sig-name descname"><span class="pre">excluded_predefined_functions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.excluded_predefined_functions" title="Link to this definition">¶</a></dt>
-<dd><ol class="arabic simple">
-<li><p>Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.</p></li>
-</ol>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. By default, [predefined functions](https</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>//cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Content">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Content</span></span><a class="headerlink" href="#genai.types.Content" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Contains the multi-part content of a message.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -30168,30 +32789,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -30201,103 +32822,80 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -30307,18 +32905,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -30328,115 +32933,130 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -30446,43 +33066,61 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -30494,10 +33132,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
@@ -30508,12 +33146,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -30521,301 +33160,363 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -30823,100 +33524,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -30926,71 +33614,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -31000,105 +33683,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -31108,10 +33761,29 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -31121,60 +33793,128 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -31184,23 +33924,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -31210,44 +33950,50 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -31257,11 +34003,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -31272,31 +34018,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Content.parts" title="genai.types.Content.parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parts</span> <span class="pre">(list[genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Content.role" title="genai.types.Content.role"><code class="xref py py-obj docutils literal notranslate"><span class="pre">role</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs" title="genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weighted_reward_configs</span> <span class="pre">(list[genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Content.parts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Content.parts" title="Link to this definition">¶</a></dt>
-<dd><p>List of parts that constitute a single message. Each part may have
-a different IANA MIME type.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Content.role">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">role</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Content.role" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The producer of the content. Must be either ‘user’ or ‘model’. If not set, the service will default to ‘user’.</p>
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weighted_reward_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfig</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'weightedRewardConfigs')</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs" title="Link to this definition">¶</a></dt>
+<dd><p>List of reward function configurations with weights.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -31309,503 +34040,300 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ContentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentDict</span></span><a class="headerlink" href="#genai.types.ContentDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfigDict</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Contains the multi-part content of a message.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentDict.parts">
-<span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ContentDict.parts" title="Link to this definition">¶</a></dt>
-<dd><p>List of parts that constitute a single message. Each part may have
-a different IANA MIME type.</p>
-</dd></dl>
-
+<p>Composite reinforcement tuning reward config.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentDict.role">
-<span class="sig-name descname"><span class="pre">role</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentDict.role" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The producer of the content. Must be either ‘user’ or ‘model’. If not set, the service will default to ‘user’.</p>
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigDict.weighted_reward_configs">
+<span class="sig-name descname"><span class="pre">weighted_reward_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigDict.weighted_reward_configs" title="Link to this definition">¶</a></dt>
+<dd><p>List of reward function configurations with weights.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ContentEmbedding">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbedding</span></span><a class="headerlink" href="#genai.types.ContentEmbedding" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfig</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The embedding generated from an input content.</p>
+<p>Composite reinforcement tuning reward config weighted reward config.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ContentEmbedding.statistics" title="genai.types.ContentEmbedding.statistics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">statistics</span> <span class="pre">(genai.types.ContentEmbeddingStatistics</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ContentEmbedding.values" title="genai.types.ContentEmbedding.values"><code class="xref py py-obj docutils literal notranslate"><span class="pre">values</span> <span class="pre">(list[float]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentEmbedding.statistics">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">statistics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics" title="genai.types.ContentEmbeddingStatistics"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbeddingStatistics</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ContentEmbedding.statistics" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Statistics of the input text associated with this
-embedding.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentEmbedding.values">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">values</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ContentEmbedding.values" title="Link to this definition">¶</a></dt>
-<dd><p>A list of floats representing an embedding.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbeddingDict</span></span><a class="headerlink" href="#genai.types.ContentEmbeddingDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The embedding generated from an input content.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingDict.statistics">
-<span class="sig-name descname"><span class="pre">statistics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbeddingStatisticsDict" title="genai.types.ContentEmbeddingStatisticsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbeddingStatisticsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingDict.statistics" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Statistics of the input text associated with this
-embedding.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbeddingStatistics</span></span><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Statistics of the input text associated with the result of content embedding.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics.token_count" title="genai.types.ContentEmbeddingStatistics.token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_count</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics.tokens_details" title="genai.types.ContentEmbeddingStatistics.tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics.truncated" title="genai.types.ContentEmbeddingStatistics.truncated"><code class="xref py py-obj docutils literal notranslate"><span class="pre">truncated</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics.token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenCount')</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics.token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Number of tokens of the input text.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics.tokens_details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokensDetails')</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics.tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics.truncated">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">truncated</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics.truncated" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. If the input text was truncated due to having
-a length longer than the allowed maximum input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbeddingStatisticsDict</span></span><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Statistics of the input text associated with the result of content embedding.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict.token_count">
-<span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict.token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Number of tokens of the input text.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict.tokens_details">
-<span class="sig-name descname"><span class="pre">tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict.tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict.truncated">
-<span class="sig-name descname"><span class="pre">truncated</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict.truncated" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. If the input text was truncated due to having
-a length longer than the allowed maximum input.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentReferenceImage</span></span><a class="headerlink" href="#genai.types.ContentReferenceImage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A content reference image.</p>
-<p>A content reference image represents a subject to reference (ex. person,
-product, animal) provided by the user. It can optionally be provided in
-addition to a style reference image (ex. background, style reference).</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentReferenceImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content reference image.\n\nA content reference image represents a subject to reference (ex. person,\nproduct, animal) provided by the user. It can optionally be provided in\naddition to a style reference image (ex. background, style reference).&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -31815,450 +34343,177 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ContentReferenceImage.reference_id" title="genai.types.ContentReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ContentReferenceImage.reference_image" title="genai.types.ContentReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ContentReferenceImage.reference_type" title="genai.types.ContentReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImage.reference_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.ContentReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImage.reference_image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.ContentReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImage.reference_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.ContentReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentReferenceImageDict</span></span><a class="headerlink" href="#genai.types.ContentReferenceImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A content reference image.</p>
-<p>A content reference image represents a subject to reference (ex. person,
-product, animal) provided by the user. It can optionally be provided in
-addition to a style reference image (ex. background, style reference).</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict.reference_id">
-<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict.reference_image">
-<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict.reference_type">
-<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContextWindowCompressionConfig</span></span><a class="headerlink" href="#genai.types.ContextWindowCompressionConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Enables context window compression – mechanism managing model context window so it does not exceed given length.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig.sliding_window" title="genai.types.ContextWindowCompressionConfig.sliding_window"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sliding_window</span> <span class="pre">(genai.types.SlidingWindow</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig.trigger_tokens" title="genai.types.ContextWindowCompressionConfig.trigger_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">trigger_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfig.sliding_window">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sliding_window</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SlidingWindow" title="genai.types.SlidingWindow"><code class="xref py py-class docutils literal notranslate"><span class="pre">SlidingWindow</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'slidingWindow')</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfig.sliding_window" title="Link to this definition">¶</a></dt>
-<dd><p>Sliding window compression mechanism.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfig.trigger_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">trigger_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'triggerTokens')</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfig.trigger_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Number of tokens (before running turn) that triggers context window compression mechanism.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContextWindowCompressionConfigDict</span></span><a class="headerlink" href="#genai.types.ContextWindowCompressionConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Enables context window compression – mechanism managing model context window so it does not exceed given length.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfigDict.sliding_window">
-<span class="sig-name descname"><span class="pre">sliding_window</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SlidingWindowDict" title="genai.types.SlidingWindowDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SlidingWindowDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfigDict.sliding_window" title="Link to this definition">¶</a></dt>
-<dd><p>Sliding window compression mechanism.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfigDict.trigger_tokens">
-<span class="sig-name descname"><span class="pre">trigger_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfigDict.trigger_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Number of tokens (before running turn) that triggers context window compression mechanism.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceConfig</span></span><a class="headerlink" href="#genai.types.ControlReferenceConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for a Control reference image.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Control reference image.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;controlType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceType&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of control reference image to use.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableControlImageComputation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablecontrolimagecomputation&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ControlReferenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the control type of a control reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_DEFAULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_CANNY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_SCRIBBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_FACE_MESH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceConfig.control_type" title="genai.types.ControlReferenceConfig.control_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">control_type</span> <span class="pre">(genai.types.ControlReferenceType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceConfig.enable_control_image_computation" title="genai.types.ControlReferenceConfig.enable_control_image_computation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_control_image_computation</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceConfig.control_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">control_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceType" title="genai.types.ControlReferenceType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'controlType')</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfig.control_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of control reference image to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceConfig.enable_control_image_computation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_control_image_computation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableControlImageComputation')</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfig.enable_control_image_computation" title="Link to this definition">¶</a></dt>
-<dd><p>Defaults to False. When set to True, the control image will be
-computed by the model based on the control type. When set to False,
-the control image must be provided by the user.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceConfigDict</span></span><a class="headerlink" href="#genai.types.ControlReferenceConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for a Control reference image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceConfigDict.control_type">
-<span class="sig-name descname"><span class="pre">control_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceType" title="genai.types.ControlReferenceType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfigDict.control_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of control reference image to use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceConfigDict.enable_control_image_computation">
-<span class="sig-name descname"><span class="pre">enable_control_image_computation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfigDict.enable_control_image_computation" title="Link to this definition">¶</a></dt>
-<dd><p>Defaults to False. When set to True, the control image will be
-computed by the model based on the control type. When set to False,
-the control image must be provided by the user.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceImage</span></span><a class="headerlink" href="#genai.types.ControlReferenceImage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A control reference image.</p>
-<p>The image of the control reference image is either a control image provided
-by the user, or a regular image which the backend will use to generate a
-control image of. In the case of the latter, the
-enable_control_image_computation field in the config should be set to True.</p>
-<p>A control image is an image that represents a sketch image of areas for the
-model to fill in based on the prompt.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A control reference image.\n\nThe image of the control reference image is either a control image provided\nby the user, or a regular image which the backend will use to generate a\ncontrol image of. In the case of the latter, the\nenable_control_image_computation field in the config should be set to True.\n\nA control image is an image that represents a sketch image of areas for the\nmodel to fill in based on the prompt.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the control reference image.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;controlImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ControlReferenceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Control reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;controlType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of control reference image to use.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableControlImageComputation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -32268,29 +34523,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablecontrolimagecomputation&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ControlReferenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the control type of a control reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_DEFAULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_CANNY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_SCRIBBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_FACE_MESH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -32300,460 +34536,243 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.config" title="genai.types.ControlReferenceImage.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.ControlReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.control_image_config" title="genai.types.ControlReferenceImage.control_image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">control_image_config</span> <span class="pre">(genai.types.ControlReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.reference_id" title="genai.types.ControlReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.reference_image" title="genai.types.ControlReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.reference_type" title="genai.types.ControlReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceConfig" title="genai.types.ControlReferenceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.config" title="Link to this definition">¶</a></dt>
-<dd><p>Re-map config to control_reference_config to send to API.</p>
-<p>Configuration for the control reference image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.control_image_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">control_image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[ControlReferenceConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'controlImageConfig')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.control_image_config" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.reference_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.reference_image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.reference_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceImageDict</span></span><a class="headerlink" href="#genai.types.ControlReferenceImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A control reference image.</p>
-<p>The image of the control reference image is either a control image provided
-by the user, or a regular image which the backend will use to generate a
-control image of. In the case of the latter, the
-enable_control_image_computation field in the config should be set to True.</p>
-<p>A control image is an image that represents a sketch image of areas for the
-model to fill in based on the prompt.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceConfigDict" title="genai.types.ControlReferenceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for the control reference image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.reference_id">
-<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.reference_image">
-<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.reference_type">
-<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceType">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ControlReferenceType" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Enum representing the control type of a control reference image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_CANNY">
-<span class="sig-name descname"><span class="pre">CONTROL_TYPE_CANNY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_CANNY'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_CANNY" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_DEFAULT">
-<span class="sig-name descname"><span class="pre">CONTROL_TYPE_DEFAULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_DEFAULT'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_DEFAULT" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_FACE_MESH">
-<span class="sig-name descname"><span class="pre">CONTROL_TYPE_FACE_MESH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_FACE_MESH'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_FACE_MESH" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_SCRIBBLE">
-<span class="sig-name descname"><span class="pre">CONTROL_TYPE_SCRIBBLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_SCRIBBLE'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_SCRIBBLE" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensConfig</span></span><a class="headerlink" href="#genai.types.CountTokensConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for the count_tokens method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CountTokensConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that the model uses to generate the response. Not\n      supported by the Gemini Developer API.\n      &quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -32761,87 +34780,115 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -32854,159 +34901,212 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33016,18 +35116,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33037,31 +35144,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33071,31 +35165,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33105,102 +35198,76 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33210,257 +35277,217 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33470,99 +35497,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33572,101 +35577,74 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -33676,65 +35654,62 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33744,94 +35719,103 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33841,120 +35825,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -33964,58 +35894,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34025,60 +35939,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34088,45 +35972,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -34134,30 +35983,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -34167,51 +36004,68 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34221,80 +36075,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34304,10 +36135,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34317,10 +36148,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34330,136 +36161,371 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reward_config</span> <span class="pre">(genai.types.SingleReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight" title="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weight</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfig" title="genai.types.SingleReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rewardConfig')</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Single reward configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weight</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight" title="Link to this definition">¶</a></dt>
+<dd><p>How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">total_reward</span> <span class="pre">=</span> <span class="pre">(</span> <span class="pre">weight_a</span> <span class="pre">*</span> <span class="pre">reward_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">*</span> <span class="pre">reward_b</span> <span class="pre">+</span> <span class="pre">...</span> <span class="pre">)</span> <span class="pre">/</span> <span class="pre">(weight_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">+</span> <span class="pre">...)</span> <span class="pre">`</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict</span></span><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Composite reinforcement tuning reward config weighted reward config.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.reward_config">
+<span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfigDict" title="genai.types.SingleReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Single reward configuration.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.weight">
+<span class="sig-name descname"><span class="pre">weight</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.weight" title="Link to this definition">¶</a></dt>
+<dd><p>How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">total_reward</span> <span class="pre">=</span> <span class="pre">(</span> <span class="pre">weight_a</span> <span class="pre">*</span> <span class="pre">reward_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">*</span> <span class="pre">reward_b</span> <span class="pre">+</span> <span class="pre">...</span> <span class="pre">)</span> <span class="pre">/</span> <span class="pre">(weight_a</span> <span class="pre">+</span> <span class="pre">weight_b</span> <span class="pre">+</span> <span class="pre">...)</span> <span class="pre">`</span></code></p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputationBasedMetricSpec</span></span><a class="headerlink" href="#genai.types.ComputationBasedMetricSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Specification for a computation based metric.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ComputationBasedMetricSpec.parameters" title="genai.types.ComputationBasedMetricSpec.parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parameters</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ComputationBasedMetricSpec.type" title="genai.types.ComputationBasedMetricSpec.type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">type</span> <span class="pre">(genai.types.ComputationBasedMetricType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpec.parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpec.parameters" title="Link to this definition">¶</a></dt>
+<dd><p>A map of parameters for the metric. ROUGE example: {“rouge_type”: “rougeL”, “split_summaries”: True, “use_stemmer”: True}. BLEU example: {“use_effective_order”: True}.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpec.type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputationBasedMetricType" title="genai.types.ComputationBasedMetricType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputationBasedMetricType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpec.type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the computation based metric.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputationBasedMetricSpecDict</span></span><a class="headerlink" href="#genai.types.ComputationBasedMetricSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Specification for a computation based metric.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpecDict.parameters">
+<span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpecDict.parameters" title="Link to this definition">¶</a></dt>
+<dd><p>“rougeL”, “split_summaries”: True, “use_stemmer”: True}. BLEU example: {“use_effective_order”: True}.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A map of parameters for the metric. ROUGE example</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>{“rouge_type”</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricSpecDict.type">
+<span class="sig-name descname"><span class="pre">type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputationBasedMetricType" title="genai.types.ComputationBasedMetricType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputationBasedMetricType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricSpecDict.type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the computation based metric.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputationBasedMetricType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ComputationBasedMetricType" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Represents the type of the computation based metric.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.BLEU">
+<span class="sig-name descname"><span class="pre">BLEU</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLEU'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.BLEU" title="Link to this definition">¶</a></dt>
+<dd><p>BLEU metric.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Computation based metric type is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.EXACT_MATCH">
+<span class="sig-name descname"><span class="pre">EXACT_MATCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EXACT_MATCH'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.EXACT_MATCH" title="Link to this definition">¶</a></dt>
+<dd><p>Exact match metric.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputationBasedMetricType.ROUGE">
+<span class="sig-name descname"><span class="pre">ROUGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ROUGE'</span></em><a class="headerlink" href="#genai.types.ComputationBasedMetricType.ROUGE" title="Link to this definition">¶</a></dt>
+<dd><p>ROUGE metric.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensConfig</span></span><a class="headerlink" href="#genai.types.ComputeTokensConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for computing tokens.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputeTokensConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for computing tokens.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -34469,143 +36535,159 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -34614,162 +36696,682 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ComputeTokensConfig.http_options" title="genai.types.ComputeTokensConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ComputeTokensConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensConfigDict</span></span><a class="headerlink" href="#genai.types.ComputeTokensConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for computing tokens.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputeTokensConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResponse</span></span><a class="headerlink" href="#genai.types.ComputeTokensResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for computing tokens.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputeTokensResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for computing tokens.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TokensInfo&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensinfo&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens info with a list of tokens and the corresponding list of token ids.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional fields for the role from the corresponding Content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of token ids from the input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenids&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of tokens from the input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TokensInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ComputeTokensResponse.sdk_http_response" title="genai.types.ComputeTokensResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ComputeTokensResponse.tokens_info" title="genai.types.ComputeTokensResponse.tokens_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tokens_info</span> <span class="pre">(list[genai.types.TokensInfo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResponse.tokens_info">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfo" title="genai.types.TokensInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokensInfo')</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponse.tokens_info" title="Link to this definition">¶</a></dt>
+<dd><p>Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResponseDict</span></span><a class="headerlink" href="#genai.types.ComputeTokensResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for computing tokens.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResponseDict.tokens_info">
+<span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfoDict" title="genai.types.TokensInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputeTokensResponseDict.tokens_info" title="Link to this definition">¶</a></dt>
+<dd><p>Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResult</span></span><a class="headerlink" href="#genai.types.ComputeTokensResult" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Local tokenizer compute tokens result.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputeTokensResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Local tokenizer compute tokens result.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TokensInfo&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lists of tokens info from the input.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensinfo&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TokensInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens info with a list of tokens and the corresponding list of token ids.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional fields for the role from the corresponding Content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of token ids from the input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenids&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of tokens from the input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TokensInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ComputeTokensResult.tokens_info" title="genai.types.ComputeTokensResult.tokens_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tokens_info</span> <span class="pre">(list[genai.types.TokensInfo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResult.tokens_info">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfo" title="genai.types.TokensInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokensInfo')</span></em><a class="headerlink" href="#genai.types.ComputeTokensResult.tokens_info" title="Link to this definition">¶</a></dt>
+<dd><p>Lists of tokens info from the input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputeTokensResultDict</span></span><a class="headerlink" href="#genai.types.ComputeTokensResultDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Local tokenizer compute tokens result.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputeTokensResultDict.tokens_info">
+<span class="sig-name descname"><span class="pre">tokens_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TokensInfoDict" title="genai.types.TokensInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TokensInfoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputeTokensResultDict.tokens_info" title="Link to this definition">¶</a></dt>
+<dd><p>Lists of tokens info from the input.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ComputerUse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputerUse</span></span><a class="headerlink" href="#genai.types.ComputerUse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tool to support computer use.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ComputerUse.disabled_safety_policies" title="genai.types.ComputerUse.disabled_safety_policies"><code class="xref py py-obj docutils literal notranslate"><span class="pre">disabled_safety_policies</span> <span class="pre">(list[genai.types.SafetyPolicy]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ComputerUse.enable_prompt_injection_detection" title="genai.types.ComputerUse.enable_prompt_injection_detection"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_prompt_injection_detection</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ComputerUse.environment" title="genai.types.ComputerUse.environment"><code class="xref py py-obj docutils literal notranslate"><span class="pre">environment</span> <span class="pre">(genai.types.Environment</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ComputerUse.excluded_predefined_functions" title="genai.types.ComputerUse.excluded_predefined_functions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">excluded_predefined_functions</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputerUse.disabled_safety_policies">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">disabled_safety_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyPolicy" title="genai.types.SafetyPolicy"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyPolicy</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'disabledSafetyPolicies')</span></em><a class="headerlink" href="#genai.types.ComputerUse.disabled_safety_policies" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputerUse.enable_prompt_injection_detection">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_prompt_injection_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enablePromptInjectionDetection')</span></em><a class="headerlink" href="#genai.types.ComputerUse.enable_prompt_injection_detection" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables the prompt injection detection check on computer-use request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputerUse.environment">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">environment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Environment" title="genai.types.Environment"><code class="xref py py-class docutils literal notranslate"><span class="pre">Environment</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ComputerUse.environment" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The environment being operated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ComputerUse.excluded_predefined_functions">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">excluded_predefined_functions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'excludedPredefinedFunctions')</span></em><a class="headerlink" href="#genai.types.ComputerUse.excluded_predefined_functions" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. By default, [predefined functions](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions">https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions</a>) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ComputerUseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ComputerUseDict</span></span><a class="headerlink" href="#genai.types.ComputerUseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool to support computer use.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputerUseDict.disabled_safety_policies">
+<span class="sig-name descname"><span class="pre">disabled_safety_policies</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyPolicy" title="genai.types.SafetyPolicy"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyPolicy</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.disabled_safety_policies" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputerUseDict.enable_prompt_injection_detection">
+<span class="sig-name descname"><span class="pre">enable_prompt_injection_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.enable_prompt_injection_detection" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables the prompt injection detection check on computer-use request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputerUseDict.environment">
+<span class="sig-name descname"><span class="pre">environment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Environment" title="genai.types.Environment"><code class="xref py py-class docutils literal notranslate"><span class="pre">Environment</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.environment" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The environment being operated.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ComputerUseDict.excluded_predefined_functions">
+<span class="sig-name descname"><span class="pre">excluded_predefined_functions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ComputerUseDict.excluded_predefined_functions" title="Link to this definition">¶</a></dt>
+<dd><ol class="arabic simple">
+<li><p>Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.</p></li>
+</ol>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. By default, [predefined functions](https</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>//cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Content">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Content</span></span><a class="headerlink" href="#genai.types.Content" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Contains the multi-part content of a message.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -34777,18 +37379,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -34798,137 +37412,168 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -34937,99 +37582,85 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -35039,40 +37670,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -35080,13 +37705,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -35094,163 +37719,135 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 6. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -35600,25 +38197,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -35628,75 +38211,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -35706,97 +38258,97 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -35806,39 +38358,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -35848,27 +38395,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -35876,86 +38421,174 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Content.parts" title="genai.types.Content.parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parts</span> <span class="pre">(list[genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Content.role" title="genai.types.Content.role"><code class="xref py py-obj docutils literal notranslate"><span class="pre">role</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Content.parts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Content.parts" title="Link to this definition">¶</a></dt>
+<dd><p>List of parts that constitute a single message. Each part may have
+a different IANA MIME type.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Content.role">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">role</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Content.role" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The producer of the content. Must be either ‘user’ or ‘model’. If not set, the service will default to ‘user’.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ContentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentDict</span></span><a class="headerlink" href="#genai.types.ContentDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Contains the multi-part content of a message.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentDict.parts">
+<span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ContentDict.parts" title="Link to this definition">¶</a></dt>
+<dd><p>List of parts that constitute a single message. Each part may have
+a different IANA MIME type.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentDict.role">
+<span class="sig-name descname"><span class="pre">role</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentDict.role" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The producer of the content. Must be either ‘user’ or ‘model’. If not set, the service will default to ‘user’.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ContentEmbedding">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbedding</span></span><a class="headerlink" href="#genai.types.ContentEmbedding" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The embedding generated from an input content.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -35965,201 +38598,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -36169,49 +38673,160 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ContentEmbedding.statistics" title="genai.types.ContentEmbedding.statistics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">statistics</span> <span class="pre">(genai.types.ContentEmbeddingStatistics</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ContentEmbedding.values" title="genai.types.ContentEmbedding.values"><code class="xref py py-obj docutils literal notranslate"><span class="pre">values</span> <span class="pre">(list[float]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentEmbedding.statistics">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">statistics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics" title="genai.types.ContentEmbeddingStatistics"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbeddingStatistics</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ContentEmbedding.statistics" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Statistics of the input text associated with this
+embedding.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentEmbedding.values">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">values</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ContentEmbedding.values" title="Link to this definition">¶</a></dt>
+<dd><p>A list of floats representing an embedding.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbeddingDict</span></span><a class="headerlink" href="#genai.types.ContentEmbeddingDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The embedding generated from an input content.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingDict.statistics">
+<span class="sig-name descname"><span class="pre">statistics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbeddingStatisticsDict" title="genai.types.ContentEmbeddingStatisticsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbeddingStatisticsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingDict.statistics" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Statistics of the input text associated with this
+embedding.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbeddingStatistics</span></span><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Statistics of the input text associated with the result of content embedding.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -36221,62 +38836,187 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics.token_count" title="genai.types.ContentEmbeddingStatistics.token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_count</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics.tokens_details" title="genai.types.ContentEmbeddingStatistics.tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ContentEmbeddingStatistics.truncated" title="genai.types.ContentEmbeddingStatistics.truncated"><code class="xref py py-obj docutils literal notranslate"><span class="pre">truncated</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics.token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenCount')</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics.token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Number of tokens of the input text.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics.tokens_details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokensDetails')</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics.tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatistics.truncated">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">truncated</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatistics.truncated" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. If the input text was truncated due to having
+a length longer than the allowed maximum input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentEmbeddingStatisticsDict</span></span><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Statistics of the input text associated with the result of content embedding.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict.token_count">
+<span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict.token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Number of tokens of the input text.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict.tokens_details">
+<span class="sig-name descname"><span class="pre">tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict.tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentEmbeddingStatisticsDict.truncated">
+<span class="sig-name descname"><span class="pre">truncated</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentEmbeddingStatisticsDict.truncated" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. If the input text was truncated due to having
+a length longer than the allowed maximum input.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentReferenceImage</span></span><a class="headerlink" href="#genai.types.ContentReferenceImage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A content reference image.</p>
+<p>A content reference image represents a subject to reference (ex. person,
+product, animal) provided by the user. It can optionally be provided in
+addition to a style reference image (ex. background, style reference).</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentReferenceImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content reference image.\n\nA content reference image represents a subject to reference (ex. person,\nproduct, animal) provided by the user. It can optionally be provided in\naddition to a style reference image (ex. background, style reference).&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -36286,125 +39026,498 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ContentReferenceImage.reference_id" title="genai.types.ContentReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ContentReferenceImage.reference_image" title="genai.types.ContentReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ContentReferenceImage.reference_type" title="genai.types.ContentReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImage.reference_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.ContentReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImage.reference_image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.ContentReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImage.reference_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.ContentReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContentReferenceImageDict</span></span><a class="headerlink" href="#genai.types.ContentReferenceImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A content reference image.</p>
+<p>A content reference image represents a subject to reference (ex. person,
+product, animal) provided by the user. It can optionally be provided in
+addition to a style reference image (ex. background, style reference).</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict.reference_id">
+<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict.reference_image">
+<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContentReferenceImageDict.reference_type">
+<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContentReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContextWindowCompressionConfig</span></span><a class="headerlink" href="#genai.types.ContextWindowCompressionConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Enables context window compression – mechanism managing model context window so it does not exceed given length.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig.sliding_window" title="genai.types.ContextWindowCompressionConfig.sliding_window"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sliding_window</span> <span class="pre">(genai.types.SlidingWindow</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig.trigger_tokens" title="genai.types.ContextWindowCompressionConfig.trigger_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">trigger_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfig.sliding_window">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sliding_window</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SlidingWindow" title="genai.types.SlidingWindow"><code class="xref py py-class docutils literal notranslate"><span class="pre">SlidingWindow</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'slidingWindow')</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfig.sliding_window" title="Link to this definition">¶</a></dt>
+<dd><p>Sliding window compression mechanism.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfig.trigger_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">trigger_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'triggerTokens')</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfig.trigger_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Number of tokens (before running turn) that triggers context window compression mechanism.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ContextWindowCompressionConfigDict</span></span><a class="headerlink" href="#genai.types.ContextWindowCompressionConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Enables context window compression – mechanism managing model context window so it does not exceed given length.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfigDict.sliding_window">
+<span class="sig-name descname"><span class="pre">sliding_window</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SlidingWindowDict" title="genai.types.SlidingWindowDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SlidingWindowDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfigDict.sliding_window" title="Link to this definition">¶</a></dt>
+<dd><p>Sliding window compression mechanism.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ContextWindowCompressionConfigDict.trigger_tokens">
+<span class="sig-name descname"><span class="pre">trigger_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ContextWindowCompressionConfigDict.trigger_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Number of tokens (before running turn) that triggers context window compression mechanism.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceConfig</span></span><a class="headerlink" href="#genai.types.ControlReferenceConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for a Control reference image.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Control reference image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;controlType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceType&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of control reference image to use.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableControlImageComputation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablecontrolimagecomputation&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ControlReferenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the control type of a control reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_DEFAULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_CANNY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_SCRIBBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_FACE_MESH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceConfig.control_type" title="genai.types.ControlReferenceConfig.control_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">control_type</span> <span class="pre">(genai.types.ControlReferenceType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceConfig.enable_control_image_computation" title="genai.types.ControlReferenceConfig.enable_control_image_computation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_control_image_computation</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceConfig.control_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">control_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceType" title="genai.types.ControlReferenceType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'controlType')</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfig.control_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of control reference image to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceConfig.enable_control_image_computation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_control_image_computation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableControlImageComputation')</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfig.enable_control_image_computation" title="Link to this definition">¶</a></dt>
+<dd><p>Defaults to False. When set to True, the control image will be
+computed by the model based on the control type. When set to False,
+the control image must be provided by the user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceConfigDict</span></span><a class="headerlink" href="#genai.types.ControlReferenceConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for a Control reference image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceConfigDict.control_type">
+<span class="sig-name descname"><span class="pre">control_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceType" title="genai.types.ControlReferenceType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfigDict.control_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of control reference image to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceConfigDict.enable_control_image_computation">
+<span class="sig-name descname"><span class="pre">enable_control_image_computation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceConfigDict.enable_control_image_computation" title="Link to this definition">¶</a></dt>
+<dd><p>Defaults to False. When set to True, the control image will be
+computed by the model based on the control type. When set to False,
+the control image must be provided by the user.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceImage</span></span><a class="headerlink" href="#genai.types.ControlReferenceImage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A control reference image.</p>
+<p>The image of the control reference image is either a control image provided
+by the user, or a regular image which the backend will use to generate a
+control image of. In the case of the latter, the
+enable_control_image_computation field in the config should be set to True.</p>
+<p>A control image is an image that represents a sketch image of areas for the
+model to fill in based on the prompt.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A control reference image.\n\nThe image of the control reference image is either a control image provided\nby the user, or a regular image which the backend will use to generate a\ncontrol image of. In the case of the latter, the\nenable_control_image_computation field in the config should be set to True.\n\nA control image is an image that represents a sketch image of areas for the\nmodel to fill in based on the prompt.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the control reference image.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;controlImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ControlReferenceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Control reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;controlType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ControlReferenceType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of control reference image to use.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableControlImageComputation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablecontrolimagecomputation&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ControlReferenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the control type of a control reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_DEFAULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_CANNY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_SCRIBBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CONTROL_TYPE_FACE_MESH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ControlReferenceType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -36412,42 +39525,303 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.config" title="genai.types.ControlReferenceImage.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.ControlReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.control_image_config" title="genai.types.ControlReferenceImage.control_image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">control_image_config</span> <span class="pre">(genai.types.ControlReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.reference_id" title="genai.types.ControlReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.reference_image" title="genai.types.ControlReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ControlReferenceImage.reference_type" title="genai.types.ControlReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceConfig" title="genai.types.ControlReferenceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.config" title="Link to this definition">¶</a></dt>
+<dd><p>Re-map config to control_reference_config to send to API.</p>
+<p>Configuration for the control reference image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.control_image_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">control_image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[ControlReferenceConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'controlImageConfig')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.control_image_config" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.reference_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.reference_image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImage.reference_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.ControlReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceImageDict</span></span><a class="headerlink" href="#genai.types.ControlReferenceImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A control reference image.</p>
+<p>The image of the control reference image is either a control image provided
+by the user, or a regular image which the backend will use to generate a
+control image of. In the case of the latter, the
+enable_control_image_computation field in the config should be set to True.</p>
+<p>A control image is an image that represents a sketch image of areas for the
+model to fill in based on the prompt.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ControlReferenceConfigDict" title="genai.types.ControlReferenceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ControlReferenceConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for the control reference image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.reference_id">
+<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.reference_image">
+<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceImageDict.reference_type">
+<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ControlReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceType">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ControlReferenceType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ControlReferenceType" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Enum representing the control type of a control reference image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_CANNY">
+<span class="sig-name descname"><span class="pre">CONTROL_TYPE_CANNY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_CANNY'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_CANNY" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_DEFAULT">
+<span class="sig-name descname"><span class="pre">CONTROL_TYPE_DEFAULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_DEFAULT'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_DEFAULT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_FACE_MESH">
+<span class="sig-name descname"><span class="pre">CONTROL_TYPE_FACE_MESH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_FACE_MESH'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_FACE_MESH" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ControlReferenceType.CONTROL_TYPE_SCRIBBLE">
+<span class="sig-name descname"><span class="pre">CONTROL_TYPE_SCRIBBLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CONTROL_TYPE_SCRIBBLE'</span></em><a class="headerlink" href="#genai.types.ControlReferenceType.CONTROL_TYPE_SCRIBBLE" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CountTokensConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensConfig</span></span><a class="headerlink" href="#genai.types.CountTokensConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for the count_tokens method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CountTokensConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for the count_tokens method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that the model uses to generate the response. Not\n      supported by the Gemini Developer API.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -36457,46 +39831,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -36506,36 +39865,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -36545,334 +39903,372 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -36882,32 +40278,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -36917,175 +40312,218 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -37094,103 +40532,130 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37200,169 +40665,189 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37372,34 +40857,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37409,25 +40883,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -37435,42 +40910,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37480,10 +40951,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37493,50 +40964,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37546,51 +41048,73 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37600,195 +41124,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.generation_config" title="genai.types.CountTokensConfig.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.http_options" title="genai.types.CountTokensConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.system_instruction" title="genai.types.CountTokensConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.tools" title="genai.types.CountTokensConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list[genai.types.Tool]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfig.generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that the model uses to generate the response. Not
-supported by the Gemini Developer API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfig.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Instructions for the model to steer it toward better performance.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfig.tools">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Tool" title="genai.types.Tool"><code class="xref py py-class docutils literal notranslate"><span class="pre">Tool</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.tools" title="Link to this definition">¶</a></dt>
-<dd><p>Code that enables the system to interact with external systems to
-perform an action outside of the knowledge and scope of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensConfigDict</span></span><a class="headerlink" href="#genai.types.CountTokensConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for the count_tokens method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.generation_config">
-<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that the model uses to generate the response. Not
-supported by the Gemini Developer API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Instructions for the model to steer it toward better performance.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.tools">
-<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.tools" title="Link to this definition">¶</a></dt>
-<dd><p>Code that enables the system to interact with external systems to
-perform an action outside of the knowledge and scope of the model.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResponse</span></span><a class="headerlink" href="#genai.types.CountTokensResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for counting tokens.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CountTokensResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for counting tokens.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokens&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens in the cached part of the prompt (the cached content).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -37798,548 +41184,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CountTokensResponse.cached_content_token_count" title="genai.types.CountTokensResponse.cached_content_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_content_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CountTokensResponse.sdk_http_response" title="genai.types.CountTokensResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CountTokensResponse.total_tokens" title="genai.types.CountTokensResponse.total_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponse.cached_content_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContentTokenCount')</span></em><a class="headerlink" href="#genai.types.CountTokensResponse.cached_content_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of tokens in the cached part of the prompt (the cached content).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.CountTokensResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponse.total_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokens')</span></em><a class="headerlink" href="#genai.types.CountTokensResponse.total_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Total number of tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResponseDict</span></span><a class="headerlink" href="#genai.types.CountTokensResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for counting tokens.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict.cached_content_token_count">
-<span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResponseDict.cached_content_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of tokens in the cached part of the prompt (the cached content).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict.total_tokens">
-<span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResponseDict.total_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Total number of tokens.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CountTokensResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResult</span></span><a class="headerlink" href="#genai.types.CountTokensResult" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Local tokenizer count tokens result.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CountTokensResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Local tokenizer count tokens result.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;totalTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokens&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CountTokensResult.total_tokens" title="genai.types.CountTokensResult.total_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CountTokensResult.total_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokens')</span></em><a class="headerlink" href="#genai.types.CountTokensResult.total_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CountTokensResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResultDict</span></span><a class="headerlink" href="#genai.types.CountTokensResultDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Local tokenizer count tokens result.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CountTokensResultDict.total_tokens">
-<span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResultDict.total_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenConfig</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateAuthTokenConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;newSessionExpireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newsessionexpiretime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;liveConnectConstraints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Liveconnectconstraints&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;lockAdditionalFields&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional fields to lock in the effective LiveConnectParameters.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lockadditionalfields&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.expire_time" title="genai.types.CreateAuthTokenConfig.expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.http_options" title="genai.types.CreateAuthTokenConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.live_connect_constraints" title="genai.types.CreateAuthTokenConfig.live_connect_constraints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">live_connect_constraints</span> <span class="pre">(genai.types.LiveConnectConstraints</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.lock_additional_fields" title="genai.types.CreateAuthTokenConfig.lock_additional_fields"><code class="xref py py-obj docutils literal notranslate"><span class="pre">lock_additional_fields</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.new_session_expire_time" title="genai.types.CreateAuthTokenConfig.new_session_expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">new_session_expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.uses" title="genai.types.CreateAuthTokenConfig.uses"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uses</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.expire_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expireTime')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>An optional time after which, when using the resulting token,
-messages in Live API sessions will be rejected. (Gemini may
-preemptively close the session after this time.)</p>
-<p>If not set then this defaults to 30 minutes in the future. If set, this
-value must be less than 20 hours in the future.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.live_connect_constraints">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">live_connect_constraints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConstraints" title="genai.types.LiveConnectConstraints"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConstraints</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'liveConnectConstraints')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.live_connect_constraints" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration specific to Live API connections created using this token.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.lock_additional_fields">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">lock_additional_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lockAdditionalFields')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.lock_additional_fields" title="Link to this definition">¶</a></dt>
-<dd><p>Additional fields to lock in the effective LiveConnectParameters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.new_session_expire_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">new_session_expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'newSessionExpireTime')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.new_session_expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>The time after which new Live API sessions using the token
-resulting from this request will be rejected.</p>
-<p>If not set this defaults to 60 seconds in the future. If set, this value
-must be less than 20 hours in the future.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.uses">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.uses" title="Link to this definition">¶</a></dt>
-<dd><p>The number of times the token can be used. If this value is zero
-then no limit is applied. Default is 1. Resuming a Live API session does
-not count as a use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenConfigDict</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.expire_time">
-<span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>An optional time after which, when using the resulting token,
-messages in Live API sessions will be rejected. (Gemini may
-preemptively close the session after this time.)</p>
-<p>If not set then this defaults to 30 minutes in the future. If set, this
-value must be less than 20 hours in the future.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.live_connect_constraints">
-<span class="sig-name descname"><span class="pre">live_connect_constraints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConstraintsDict" title="genai.types.LiveConnectConstraintsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConstraintsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.live_connect_constraints" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration specific to Live API connections created using this token.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.lock_additional_fields">
-<span class="sig-name descname"><span class="pre">lock_additional_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.lock_additional_fields" title="Link to this definition">¶</a></dt>
-<dd><p>Additional fields to lock in the effective LiveConnectParameters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.new_session_expire_time">
-<span class="sig-name descname"><span class="pre">new_session_expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.new_session_expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>The time after which new Live API sessions using the token
-resulting from this request will be rejected.</p>
-<p>If not set this defaults to 60 seconds in the future. If set, this value
-must be less than 20 hours in the future.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.uses">
-<span class="sig-name descname"><span class="pre">uses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.uses" title="Link to this definition">¶</a></dt>
-<dd><p>The number of times the token can be used. If this value is zero
-then no limit is applied. Default is 1. Resuming a Live API session does
-not count as a use.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenParameters</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for auth_tokens.create parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateAuthTokenParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenParameters.config" title="genai.types.CreateAuthTokenParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.CreateAuthTokenConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParameters.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateAuthTokenConfig" title="genai.types.CreateAuthTokenConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateAuthTokenConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenParameters.config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional parameters for the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenParametersDict</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for auth_tokens.create parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParametersDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateAuthTokenConfigDict" title="genai.types.CreateAuthTokenConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateAuthTokenConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenParametersDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional parameters for the request.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateBatchJobConfig</span></span><a class="headerlink" href="#genai.types.CreateBatchJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateBatchJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-defined name of this BatchJob.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;dest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJobDestination&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS or BigQuery URI prefix for the output predictions. Example:\n      \&quot;gs://path/to/output/data\&quot; or \&quot;bq://projectId.bqDatasetId.bqTableId\&quot;.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dest&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;webhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebhookConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Webhook configuration for receiving notifications when the batch\n      operation completes.\n      &quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BatchJobDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `dest` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storage format of the output files. Must be one of:\n      &#39;jsonl&#39;, &#39;bigquery&#39;, &#39;vertex-dataset&#39;.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -38349,23 +41218,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage URI to the output file.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bigqueryUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery URI to the output table.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigqueryuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -38375,30 +41245,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the output data\n      (e.g. \&quot;files/12345\&quot;). The file will be a JSONL file with a single response\n      per line. The responses will be GenerateContentResponse messages formatted\n      as JSON. The responses will be written in the same order as the input\n      requests.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlinedResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedResponse&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The responses to the requests in the batch. Returned when the batch was\n      built using inlined requests. The responses will be in the same order as\n      the input requests.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedresponses&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlinedEmbedContentResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedEmbedContentResponse&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -38407,33 +41261,33 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The responses to the requests in the batch. Returned when the batch was\n      built using inlined requests. The responses will be in the same order as\n      the input requests.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedembedcontentresponses&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexMultimodalDatasetDestination&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset destination.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -38441,10 +41295,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -38454,209 +41308,181 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -38664,35 +41490,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -38702,10 +41537,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -38715,435 +41550,362 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -39152,74 +41914,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -39227,10 +41997,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -39240,175 +42018,202 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -39418,203 +42223,213 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
-<span class="w">                     </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -39623,286 +42438,375 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -39912,45 +42816,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -39958,168 +42843,150 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40129,12 +42996,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -40142,23 +43010,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40168,23 +43036,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40194,65 +43084,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40262,35 +43162,97 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40300,10 +43262,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40313,28 +43283,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -40342,191 +43318,224 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -40535,10 +43544,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40548,10 +43568,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -40564,34 +43584,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -40601,253 +43608,156 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_embedding_responses` parameter.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleEmbedContentResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The response to the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error encountered while processing the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The metadata associated with the request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;InlinedResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_responses` parameter.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -40856,30 +43766,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -40892,119 +43798,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -41014,126 +43921,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -41143,25 +43996,33 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -41169,333 +44030,313 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -41505,256 +44346,304 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -41762,231 +44651,182 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -41996,23 +44836,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -42022,116 +44873,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexMultimodalDatasetDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This class is experimental and may change in future versions.\n\nThe specification for an output Vertex AI multimodal dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bigqueryDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -42141,10 +44957,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery destination for the multimodal dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigquerydestination&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -42154,96 +44970,71 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the multimodal dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexMultimodalDatasetDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WebhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for webhook notifications.\n\nUsed to configure webhook endpoints that will receive notifications\nwhen long-running operations (e.g., batch jobs, video generation) complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The webhook URIs to receive notifications. If set, these\n      webhook URIs will be used instead of the registered webhooks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User metadata that will be included in each webhook event\n      notification. Use this to attach custom key-value data to correlate\n      webhook events with your internal systems.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usermetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebhookConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -42301,20 +45092,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.dest" title="genai.types.CreateBatchJobConfig.dest"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dest</span> <span class="pre">(genai.types.BatchJobDestination</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.display_name" title="genai.types.CreateBatchJobConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.http_options" title="genai.types.CreateBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.webhook_config" title="genai.types.CreateBatchJobConfig.webhook_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">webhook_config</span> <span class="pre">(genai.types.WebhookConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.generation_config" title="genai.types.CountTokensConfig.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.http_options" title="genai.types.CountTokensConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.system_instruction" title="genai.types.CountTokensConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CountTokensConfig.tools" title="genai.types.CountTokensConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list[genai.types.Tool]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.dest">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dest</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJobDestination" title="genai.types.BatchJobDestination"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDestination</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.dest" title="Link to this definition">¶</a></dt>
-<dd><p>GCS or BigQuery URI prefix for the output predictions. Example:
-“gs://path/to/output/data” or “bq://projectId.bqDatasetId.bqTableId”.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfig.generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that the model uses to generate the response. Not
+supported by the Gemini Developer API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -42325,9 +45116,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-defined name of this BatchJob.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -42338,9 +45129,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfig.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Instructions for the model to steer it toward better performance.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -42351,10 +45142,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.webhook_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfig" title="genai.types.WebhookConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'webhookConfig')</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.webhook_config" title="Link to this definition">¶</a></dt>
-<dd><p>Webhook configuration for receiving notifications when the batch
-operation completes.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfig.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Tool" title="genai.types.Tool"><code class="xref py py-class docutils literal notranslate"><span class="pre">Tool</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CountTokensConfig.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Code that enables the system to interact with external systems to
+perform an action outside of the knowledge and scope of the model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -42367,288 +45158,114 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensConfigDict</span></span><a class="headerlink" href="#genai.types.CountTokensConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for optional parameters.</p>
+<p>Config for the count_tokens method.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.dest">
-<span class="sig-name descname"><span class="pre">dest</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJobDestination" title="genai.types.BatchJobDestination"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDestination</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.BatchJobDestinationDict" title="genai.types.BatchJobDestinationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDestinationDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.dest" title="Link to this definition">¶</a></dt>
-<dd><p>GCS or BigQuery URI prefix for the output predictions. Example:
-“gs://path/to/output/data” or “bq://projectId.bqDatasetId.bqTableId”.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.generation_config">
+<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that the model uses to generate the response. Not
+supported by the Gemini Developer API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-defined name of this BatchJob.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Instructions for the model to steer it toward better performance.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.webhook_config">
-<span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfigDict" title="genai.types.WebhookConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.webhook_config" title="Link to this definition">¶</a></dt>
-<dd><p>Webhook configuration for receiving notifications when the batch
-operation completes.</p>
+<dt class="sig sig-object py" id="genai.types.CountTokensConfigDict.tools">
+<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CountTokensConfigDict.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Code that enables the system to interact with external systems to
+perform an action outside of the knowledge and scope of the model.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateCachedContentConfig</span></span><a class="headerlink" href="#genai.types.CreateCachedContentConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CountTokensResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResponse</span></span><a class="headerlink" href="#genai.types.CountTokensResponse" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional configuration for cached content creation.</p>
+<p>Response for counting tokens.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateCachedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CountTokensResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for counting tokens.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ttl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by &#39;s&#39;. Example: \&quot;3.5s\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ttl&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-generated meaningful display name of the cached content.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                              </span><span class="p">}</span>
-<span class="w">                           </span><span class="p">]</span>
-<span class="w">                        </span><span class="p">},</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to cache.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Developer set system instruction.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;totalTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the tools to use. This config is shared for all tools.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokens&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud KMS resource identifier of the customer managed\n      encryption key used to protect a resource.\n      The key needs to be in the same region as where the compute resource is\n      created. See\n      https://cloud.google.com/vertex-ai/docs/general/cmek for more\n      details. If this is set, then all created CachedContent objects\n      will be encrypted with the provided encryption key.\n      Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens in the cached part of the prompt (the cached content).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -42658,489 +45275,631 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CountTokensResponse.cached_content_token_count" title="genai.types.CountTokensResponse.cached_content_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_content_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CountTokensResponse.sdk_http_response" title="genai.types.CountTokensResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CountTokensResponse.total_tokens" title="genai.types.CountTokensResponse.total_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponse.cached_content_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContentTokenCount')</span></em><a class="headerlink" href="#genai.types.CountTokensResponse.cached_content_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of tokens in the cached part of the prompt (the cached content).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.CountTokensResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponse.total_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokens')</span></em><a class="headerlink" href="#genai.types.CountTokensResponse.total_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Total number of tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResponseDict</span></span><a class="headerlink" href="#genai.types.CountTokensResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for counting tokens.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict.cached_content_token_count">
+<span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResponseDict.cached_content_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of tokens in the cached part of the prompt (the cached content).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CountTokensResponseDict.total_tokens">
+<span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResponseDict.total_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Total number of tokens.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CountTokensResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResult</span></span><a class="headerlink" href="#genai.types.CountTokensResult" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Local tokenizer count tokens result.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CountTokensResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Local tokenizer count tokens result.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;totalTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokens&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CountTokensResult.total_tokens" title="genai.types.CountTokensResult.total_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CountTokensResult.total_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokens')</span></em><a class="headerlink" href="#genai.types.CountTokensResult.total_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CountTokensResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CountTokensResultDict</span></span><a class="headerlink" href="#genai.types.CountTokensResultDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Local tokenizer count tokens result.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CountTokensResultDict.total_tokens">
+<span class="sig-name descname"><span class="pre">total_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CountTokensResultDict.total_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenConfig</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateAuthTokenConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;newSessionExpireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newsessionexpiretime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;uses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;liveConnectConstraints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveConnectConstraints&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration specific to Live API connections created using this token.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;lockAdditionalFields&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional fields to lock in the effective LiveConnectParameters.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lockadditionalfields&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -43150,107 +45909,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -43260,20 +45955,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -43285,66 +45968,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -43354,30 +46059,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -43387,23 +46114,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -43413,19 +46139,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
@@ -43632,7 +46362,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -43665,56 +46395,6 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -43865,72 +46545,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -43940,8 +46600,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -43953,117 +46613,106 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -44073,195 +46722,187 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -44271,100 +46912,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -44377,151 +47006,162 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 6. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -44529,342 +47169,486 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveConnectConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session config for the API connection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -44874,389 +47658,308 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking features.\n      An error will be returned if this field is set for models that don&#39;t\n      support thinking.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model will detect emotions and adapt its responses accordingly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;realtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the realtime input behavior in BidiGenerateContent.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveConnectConstraints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LiveConnectConstraints for Auth Token creation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -45266,54 +47969,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      &lt;https://ai.google.dev/gemini-api/docs/models&gt;`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveConnectConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration specific to Live API connections created using this token.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConstraints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -45322,181 +48058,192 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -45504,125 +48251,116 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -45630,23 +48368,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -45656,302 +48394,353 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -45961,32 +48750,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -45996,259 +48790,200 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -46258,31 +48993,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -46292,122 +49026,140 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -46417,34 +49169,331 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -46487,11 +49536,128 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -46549,50 +49715,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.contents" title="genai.types.CreateCachedContentConfig.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.display_name" title="genai.types.CreateCachedContentConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.expire_time" title="genai.types.CreateCachedContentConfig.expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.http_options" title="genai.types.CreateCachedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.kms_key_name" title="genai.types.CreateCachedContentConfig.kms_key_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">kms_key_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.system_instruction" title="genai.types.CreateCachedContentConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.tool_config" title="genai.types.CreateCachedContentConfig.tool_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_config</span> <span class="pre">(genai.types.ToolConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.tools" title="genai.types.CreateCachedContentConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list[genai.types.Tool]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.ttl" title="genai.types.CreateCachedContentConfig.ttl"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ttl</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.expire_time" title="genai.types.CreateAuthTokenConfig.expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.http_options" title="genai.types.CreateAuthTokenConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.live_connect_constraints" title="genai.types.CreateAuthTokenConfig.live_connect_constraints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">live_connect_constraints</span> <span class="pre">(genai.types.LiveConnectConstraints</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.lock_additional_fields" title="genai.types.CreateAuthTokenConfig.lock_additional_fields"><code class="xref py py-obj docutils literal notranslate"><span class="pre">lock_additional_fields</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.new_session_expire_time" title="genai.types.CreateAuthTokenConfig.new_session_expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">new_session_expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenConfig.uses" title="genai.types.CreateAuthTokenConfig.uses"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uses</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.contents" title="Link to this definition">¶</a></dt>
-<dd><p>The content to cache.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-generated meaningful display name of the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.expire_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expireTime')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.expire_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expireTime')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>An optional time after which, when using the resulting token,
+messages in Live API sessions will be rejected. (Gemini may
+preemptively close the session after this time.)</p>
+<p>If not set then this defaults to 30 minutes in the future. If set, this
+value must be less than 20 hours in the future.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -46603,8 +49744,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.http_options" title="Link to this definition">¶</a></dt>
 <dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
@@ -46616,29 +49757,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.kms_key_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'kmsKeyName')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.kms_key_name" title="Link to this definition">¶</a></dt>
-<dd><p>The Cloud KMS resource identifier of the customer managed
-encryption key used to protect a resource.
-The key needs to be in the same region as where the compute resource is
-created. See
-<a class="reference external" href="https://cloud.google.com/vertex-ai/docs/general/cmek">https://cloud.google.com/vertex-ai/docs/general/cmek</a> for more
-details. If this is set, then all created CachedContent objects
-will be encrypted with the provided encryption key.
-Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Developer set system instruction.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.live_connect_constraints">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">live_connect_constraints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConstraints" title="genai.types.LiveConnectConstraints"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConstraints</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'liveConnectConstraints')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.live_connect_constraints" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration specific to Live API connections created using this token.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -46649,9 +49770,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.tool_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfig" title="genai.types.ToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolConfig')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.tool_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for the tools to use. This config is shared for all tools.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.lock_additional_fields">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">lock_additional_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lockAdditionalFields')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.lock_additional_fields" title="Link to this definition">¶</a></dt>
+<dd><p>Additional fields to lock in the effective LiveConnectParameters.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -46662,9 +49783,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.tools">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Tool" title="genai.types.Tool"><code class="xref py py-class docutils literal notranslate"><span class="pre">Tool</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.tools" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.new_session_expire_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">new_session_expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'newSessionExpireTime')</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.new_session_expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>The time after which new Live API sessions using the token
+resulting from this request will be rejected.</p>
+<p>If not set this defaults to 60 seconds in the future. If set, this value
+must be less than 20 hours in the future.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -46675,9 +49799,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.ttl">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ttl</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.ttl" title="Link to this definition">¶</a></dt>
-<dd><p>The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by ‘s’. Example: “3.5s”.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfig.uses">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfig.uses" title="Link to this definition">¶</a></dt>
+<dd><p>The number of times the token can be used. If this value is zero
+then no limit is applied. Default is 1. Resuming a Live API session does
+not count as a use.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -46690,325 +49816,148 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateCachedContentConfigDict</span></span><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenConfigDict</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional configuration for cached content creation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.contents">
-<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.contents" title="Link to this definition">¶</a></dt>
-<dd><p>The content to cache.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-generated meaningful display name of the cached content.</p>
-</dd></dl>
-
+<p>Optional parameters.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.expire_time">
-<span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.expire_time" title="Link to this definition">¶</a></dt>
-<dd><p>01:23Z.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>2014-10-02T15</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.expire_time">
+<span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>An optional time after which, when using the resulting token,
+messages in Live API sessions will be rejected. (Gemini may
+preemptively close the session after this time.)</p>
+<p>If not set then this defaults to 30 minutes in the future. If set, this
+value must be less than 20 hours in the future.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.http_options" title="Link to this definition">¶</a></dt>
 <dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.kms_key_name">
-<span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.kms_key_name" title="Link to this definition">¶</a></dt>
-<dd><p>The Cloud KMS resource identifier of the customer managed
-encryption key used to protect a resource.
-The key needs to be in the same region as where the compute resource is
-created. See
-<a class="reference external" href="https://cloud.google.com/vertex-ai/docs/general/cmek">https://cloud.google.com/vertex-ai/docs/general/cmek</a> for more
-details. If this is set, then all created CachedContent objects
-will be encrypted with the provided encryption key.
-Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Developer set system instruction.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.live_connect_constraints">
+<span class="sig-name descname"><span class="pre">live_connect_constraints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConstraintsDict" title="genai.types.LiveConnectConstraintsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConstraintsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.live_connect_constraints" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration specific to Live API connections created using this token.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.tool_config">
-<span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfigDict" title="genai.types.ToolConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.tool_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for the tools to use. This config is shared for all tools.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.lock_additional_fields">
+<span class="sig-name descname"><span class="pre">lock_additional_fields</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.lock_additional_fields" title="Link to this definition">¶</a></dt>
+<dd><p>Additional fields to lock in the effective LiveConnectParameters.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.tools">
-<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.tools" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.new_session_expire_time">
+<span class="sig-name descname"><span class="pre">new_session_expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.new_session_expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>The time after which new Live API sessions using the token
+resulting from this request will be rejected.</p>
+<p>If not set this defaults to 60 seconds in the future. If set, this value
+must be less than 20 hours in the future.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.ttl">
-<span class="sig-name descname"><span class="pre">ttl</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.ttl" title="Link to this definition">¶</a></dt>
-<dd><p>“3.5s”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The TTL for this resource. The expiration time is computed</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>now + TTL. It is a duration string, with up to nine fractional digits, terminated by ‘s’. Example</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenConfigDict.uses">
+<span class="sig-name descname"><span class="pre">uses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenConfigDict.uses" title="Link to this definition">¶</a></dt>
+<dd><p>The number of times the token can be used. If this value is zero
+then no limit is applied. Default is 1. Resuming a Live API session does
+not count as a use.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateEmbeddingsBatchJobConfig</span></span><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenParameters</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenParameters" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for optional parameters.</p>
+<p>Config for auth_tokens.create parameters.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateEmbeddingsBatchJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateAuthTokenParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for auth_tokens.create parameters.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CreateAuthTokenConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-defined name of this BatchJob.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for the request.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateEmbeddingsBatchJobConfig.display_name" title="genai.types.CreateEmbeddingsBatchJobConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateEmbeddingsBatchJobConfig.http_options" title="genai.types.CreateEmbeddingsBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfig.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfig.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-defined name of this BatchJob.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateEmbeddingsBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for optional parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfigDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfigDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The user-defined name of this BatchJob.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateFileConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileConfig</span></span><a class="headerlink" href="#genai.types.CreateFileConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateFileConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateFileConfig.http_options" title="genai.types.CreateFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateFileConfig.should_return_http_response" title="genai.types.CreateFileConfig.should_return_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">should_return_http_response</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateFileConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateFileConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateFileConfig.should_return_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'shouldReturnHttpResponse')</span></em><a class="headerlink" href="#genai.types.CreateFileConfig.should_return_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateFileConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileConfigDict</span></span><a class="headerlink" href="#genai.types.CreateFileConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateFileConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateFileConfigDict.should_return_http_response">
-<span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileConfigDict.should_return_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateFileResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileResponse</span></span><a class="headerlink" href="#genai.types.CreateFileResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the create file method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateFileResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the create file method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -47018,700 +49967,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateFileResponse.sdk_http_response" title="genai.types.CreateFileResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateFileResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.CreateFileResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateFileResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileResponseDict</span></span><a class="headerlink" href="#genai.types.CreateFileResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the create file method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateFileResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileSearchStoreConfig</span></span><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for creating a file search store.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateFileSearchStoreConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The human-readable display name for the file search store.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;embeddingModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding model to use for the FileSearchStore.\n      Format: `models/{model}`. If not specified, the default embedding model will be used.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddingmodel&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateFileSearchStoreConfig.display_name" title="genai.types.CreateFileSearchStoreConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateFileSearchStoreConfig.embedding_model" title="genai.types.CreateFileSearchStoreConfig.embedding_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">embedding_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateFileSearchStoreConfig.http_options" title="genai.types.CreateFileSearchStoreConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The human-readable display name for the file search store.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig.embedding_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'embeddingModel')</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig.embedding_model" title="Link to this definition">¶</a></dt>
-<dd><p>The embedding model to use for the FileSearchStore.
-Format: <cite>models/{model}</cite>. If not specified, the default embedding model will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileSearchStoreConfigDict</span></span><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for creating a file search store.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The human-readable display name for the file search store.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict.embedding_model">
-<span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict.embedding_model" title="Link to this definition">¶</a></dt>
-<dd><p>The embedding model to use for the FileSearchStore.
-Format: <cite>models/{model}</cite>. If not specified, the default embedding model will be used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobConfig</span></span><a class="headerlink" href="#genai.types.CreateTuningJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Fine-tuning job creation request - optional fields.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateTuningJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMethod&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningValidationDataset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tunedModelDisplayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodeldisplayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The description of the TuningJob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;preTunedModelCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pretunedmodelcheckpointid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode for tuning.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customBaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custombasemodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;evaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for the tuning job.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight for KL Divergence regularization, Preference Optimization tuning only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. Distillation only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Distillation only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sftLossWeightMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the weight of the SFT loss. Distillation only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sftlossweightmultiplier&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the tuning job outputs are written.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;encryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EncryptionSpec&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reward function configuration for reinforcement tuning. Reinforcement tuning only.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of different responses to generate per prompt during tuning. Reinforcement tuning only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How often at steps to evaluate the tuning job during training. Reinforcement tuning only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How often at steps to save checkpoints during training. Reinforcement tuning only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of tokens to generate per prompt. Reinforcement tuning only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -47809,24 +50115,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -47836,168 +50129,130 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -48005,49 +50260,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EncryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -48057,187 +50286,174 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CreateAuthTokenConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;newSessionExpireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newsessionexpiretime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -48247,100 +50463,158 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;liveConnectConstraints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveConnectConstraints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration specific to Live API connections created using this token.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lockAdditionalFields&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional fields to lock in the effective LiveConnectParameters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lockadditionalfields&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateAuthTokenConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -48350,50 +50624,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -48403,190 +50663,177 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -48594,108 +50841,118 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LLMBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -48705,235 +50962,184 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OutputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -48943,22 +51149,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -48968,218 +51175,200 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -49189,370 +51378,370 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for rouge metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rougeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rougetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;splitSummaries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to split summaries while using rougeLsum.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Splitsummaries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;useStemmer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use stemmer to compute rouge score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usestemmer&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the rubric content type.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RUBRIC_CONTENT_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROPERTY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NL_QUESTION_ANSWER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON_CODE_ASSERTION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricContentType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for how rubrics should be generated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -49562,62 +51751,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt used to generate rubrics.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricContentType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of rubric content to be generated.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricTypeOntology&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional, pre-defined list of allowed types for generated rubrics.\n      If this field is provided, it implies `include_rubric_type` should be true,\n      and the generated rubric types should be chosen from this ontology.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubrictypeontology&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -49625,67 +51808,131 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -49694,85 +51941,180 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveConnectConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session config for the API connection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -49782,23 +52124,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -49808,82 +52150,98 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking features.\n      An error will be returned if this field is set for models that don&#39;t\n      support thinking.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model will detect emotions and adapt its responses accordingly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -49892,15 +52250,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -49908,124 +52264,155 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;realtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the realtime input behavior in BidiGenerateContent.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveConnectConstraints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LiveConnectConstraints for Auth Token creation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -50035,42 +52422,202 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      &lt;https://ai.google.dev/gemini-api/docs/models&gt;`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveConnectConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration specific to Live API connections created using this token.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConstraints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -50080,32 +52627,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -50113,141 +52654,150 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the tuning method.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SUPERVISED_FINE_TUNING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PREFERENCE_TUNING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DISTILLATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMethod&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningValidationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -50257,12 +52807,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS URI of the file containing validation dataset in JSONL format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexDatasetResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -50270,908 +52821,339 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Gemini Enterprise Agent Platform (previously known as Vertex AI) Multimodal Dataset that is used as validation dataset. Example: &#39;projects/my-project-id-or-number/locations/my-location/datasets/my-dataset-id&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetresource&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningValidationDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UnifiedMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unified metric used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Bleu metric spec.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rouge metric spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pointwise metric spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;llmBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LLMBasedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for an LLM based metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a custom code execution metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;predefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a pre-defined metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;computationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a computation based metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnifiedMetric&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.adapter_size" title="genai.types.CreateTuningJobConfig.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.base_teacher_model" title="genai.types.CreateTuningJobConfig.base_teacher_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_teacher_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.batch_size" title="genai.types.CreateTuningJobConfig.batch_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.beta" title="genai.types.CreateTuningJobConfig.beta"><code class="xref py py-obj docutils literal notranslate"><span class="pre">beta</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.checkpoint_interval" title="genai.types.CreateTuningJobConfig.checkpoint_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.composite_reward_config" title="genai.types.CreateTuningJobConfig.composite_reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">composite_reward_config</span> <span class="pre">(genai.types.CompositeReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.custom_base_model" title="genai.types.CreateTuningJobConfig.custom_base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.description" title="genai.types.CreateTuningJobConfig.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.encryption_spec" title="genai.types.CreateTuningJobConfig.encryption_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">encryption_spec</span> <span class="pre">(genai.types.EncryptionSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.epoch_count" title="genai.types.CreateTuningJobConfig.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.evaluate_interval" title="genai.types.CreateTuningJobConfig.evaluate_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluate_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.evaluation_config" title="genai.types.CreateTuningJobConfig.evaluation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluation_config</span> <span class="pre">(genai.types.EvaluationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.export_last_checkpoint_only" title="genai.types.CreateTuningJobConfig.export_last_checkpoint_only"><code class="xref py py-obj docutils literal notranslate"><span class="pre">export_last_checkpoint_only</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.http_options" title="genai.types.CreateTuningJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.labels" title="genai.types.CreateTuningJobConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.learning_rate" title="genai.types.CreateTuningJobConfig.learning_rate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.learning_rate_multiplier" title="genai.types.CreateTuningJobConfig.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.max_output_tokens" title="genai.types.CreateTuningJobConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.method" title="genai.types.CreateTuningJobConfig.method"><code class="xref py py-obj docutils literal notranslate"><span class="pre">method</span> <span class="pre">(genai.types.TuningMethod</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.output_uri" title="genai.types.CreateTuningJobConfig.output_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id" title="genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pre_tuned_model_checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.reward_config" title="genai.types.CreateTuningJobConfig.reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reward_config</span> <span class="pre">(genai.types.SingleReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.samples_per_prompt" title="genai.types.CreateTuningJobConfig.samples_per_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">samples_per_prompt</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier" title="genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sft_loss_weight_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.thinking_level" title="genai.types.CreateTuningJobConfig.thinking_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_level</span> <span class="pre">(genai.types.ReinforcementTuningThinkingLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.tuned_model_display_name" title="genai.types.CreateTuningJobConfig.tuned_model_display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_model_display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.tuned_teacher_model_source" title="genai.types.CreateTuningJobConfig.tuned_teacher_model_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_teacher_model_source</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.tuning_mode" title="genai.types.CreateTuningJobConfig.tuning_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_mode</span> <span class="pre">(genai.types.TuningMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.validation_dataset" title="genai.types.CreateTuningJobConfig.validation_dataset"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset</span> <span class="pre">(genai.types.TuningValidationDataset</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.validation_dataset_uri" title="genai.types.CreateTuningJobConfig.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.adapter_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>Adapter size for tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.base_teacher_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseTeacherModel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.base_teacher_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base teacher model that is being distilled. Distillation only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.batch_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchSize')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.batch_size" title="Link to this definition">¶</a></dt>
-<dd><p>The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.beta">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.beta" title="Link to this definition">¶</a></dt>
-<dd><p>Weight for KL Divergence regularization, Preference Optimization tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.checkpoint_interval">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointInterval')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.checkpoint_interval" title="Link to this definition">¶</a></dt>
-<dd><p>How often at steps to save checkpoints during training. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.composite_reward_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfig" title="genai.types.CompositeReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compositeRewardConfig')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.composite_reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.custom_base_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customBaseModel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.custom_base_model" title="Link to this definition">¶</a></dt>
-<dd><p>Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.description" title="Link to this definition">¶</a></dt>
-<dd><p>The description of the TuningJob</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.encryption_spec">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">encryption_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EncryptionSpec" title="genai.types.EncryptionSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">EncryptionSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'encryptionSpec')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.encryption_spec" title="Link to this definition">¶</a></dt>
-<dd><p>The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.epoch_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of complete passes the model makes over the entire training dataset during training.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.evaluate_interval">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluateInterval')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.evaluate_interval" title="Link to this definition">¶</a></dt>
-<dd><p>How often at steps to evaluate the tuning job during training. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.evaluation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationConfig" title="genai.types.EvaluationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluationConfig')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.evaluation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Evaluation config for the tuning job.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.export_last_checkpoint_only">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exportLastCheckpointOnly')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
-<dd><p>If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.labels" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See <a class="reference external" href="https://goo.gl/xmQnxf">https://goo.gl/xmQnxf</a> for more information and examples of labels.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.learning_rate">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRate')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.learning_rate" title="Link to this definition">¶</a></dt>
-<dd><p>The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.learning_rate_multiplier">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.max_output_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of tokens to generate per prompt. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.method">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">method</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMethod" title="genai.types.TuningMethod"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMethod</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.method" title="Link to this definition">¶</a></dt>
-<dd><p>The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.output_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputUri')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.output_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The Google Cloud Storage location where the tuning job outputs are written.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pre_tuned_model_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'preTunedModelCheckpointId')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.reward_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfig" title="genai.types.SingleReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rewardConfig')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.samples_per_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'samplesPerPrompt')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.samples_per_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Number of different responses to generate per prompt during tuning. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sft_loss_weight_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sftLossWeightMultiplier')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier for adjusting the weight of the SFT loss. Distillation only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.thinking_level">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingLevel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.thinking_level" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.tuned_model_display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_model_display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedModelDisplayName')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.tuned_model_display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.tuned_teacher_model_source">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedTeacherModelSource')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
-<dd><p>The resource name of the Tuned teacher model. Distillation only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.tuning_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningMode')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.tuning_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Tuning mode for tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.validation_dataset">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningValidationDataset" title="genai.types.TuningValidationDataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningValidationDataset</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDataset')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.validation_dataset" title="Link to this definition">¶</a></dt>
-<dd><p>Validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobConfigDict</span></span><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Fine-tuning job creation request - optional fields.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.adapter_size">
-<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>Adapter size for tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.base_teacher_model">
-<span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.base_teacher_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base teacher model that is being distilled. Distillation only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.batch_size">
-<span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.batch_size" title="Link to this definition">¶</a></dt>
-<dd><p>The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.beta">
-<span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.beta" title="Link to this definition">¶</a></dt>
-<dd><p>Weight for KL Divergence regularization, Preference Optimization tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.checkpoint_interval">
-<span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.checkpoint_interval" title="Link to this definition">¶</a></dt>
-<dd><p>How often at steps to save checkpoints during training. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.composite_reward_config">
-<span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigDict" title="genai.types.CompositeReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.composite_reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.custom_base_model">
-<span class="sig-name descname"><span class="pre">custom_base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.custom_base_model" title="Link to this definition">¶</a></dt>
-<dd><p>Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.description">
-<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.description" title="Link to this definition">¶</a></dt>
-<dd><p>The description of the TuningJob</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.encryption_spec">
-<span class="sig-name descname"><span class="pre">encryption_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EncryptionSpecDict" title="genai.types.EncryptionSpecDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EncryptionSpecDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.encryption_spec" title="Link to this definition">¶</a></dt>
-<dd><p>The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.epoch_count">
-<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of complete passes the model makes over the entire training dataset during training.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.evaluate_interval">
-<span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.evaluate_interval" title="Link to this definition">¶</a></dt>
-<dd><p>How often at steps to evaluate the tuning job during training. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.evaluation_config">
-<span class="sig-name descname"><span class="pre">evaluation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationConfigDict" title="genai.types.EvaluationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.evaluation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Evaluation config for the tuning job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.export_last_checkpoint_only">
-<span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
-<dd><p>If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>//goo.gl/xmQnxf for more information and examples of labels.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.learning_rate">
-<span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.learning_rate" title="Link to this definition">¶</a></dt>
-<dd><p>The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.learning_rate_multiplier">
-<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.max_output_tokens">
-<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of tokens to generate per prompt. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.method">
-<span class="sig-name descname"><span class="pre">method</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMethod" title="genai.types.TuningMethod"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMethod</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.method" title="Link to this definition">¶</a></dt>
-<dd><p>The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.output_uri">
-<span class="sig-name descname"><span class="pre">output_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.output_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The Google Cloud Storage location where the tuning job outputs are written.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.pre_tuned_model_checkpoint_id">
-<span class="sig-name descname"><span class="pre">pre_tuned_model_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.pre_tuned_model_checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.reward_config">
-<span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfigDict" title="genai.types.SingleReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.samples_per_prompt">
-<span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.samples_per_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Number of different responses to generate per prompt during tuning. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.sft_loss_weight_multiplier">
-<span class="sig-name descname"><span class="pre">sft_loss_weight_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.sft_loss_weight_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier for adjusting the weight of the SFT loss. Distillation only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.thinking_level">
-<span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.thinking_level" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.tuned_model_display_name">
-<span class="sig-name descname"><span class="pre">tuned_model_display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.tuned_model_display_name" title="Link to this definition">¶</a></dt>
-<dd><p>The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.tuned_teacher_model_source">
-<span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
-<dd><p>The resource name of the Tuned teacher model. Distillation only.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.tuning_mode">
-<span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.tuning_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Tuning mode for tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.validation_dataset">
-<span class="sig-name descname"><span class="pre">validation_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningValidationDatasetDict" title="genai.types.TuningValidationDatasetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningValidationDatasetDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.validation_dataset" title="Link to this definition">¶</a></dt>
-<dd><p>Validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobParameters</span></span><a class="headerlink" href="#genai.types.CreateTuningJobParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Fine-tuning job creation parameters - optional fields.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateTuningJobParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base model that is being tuned, e.g., \&quot;gemini-2.5-flash\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trainingDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningDataset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;TuningDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supervised fine-tuning training dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -51181,10 +53163,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS URI of the file containing training dataset in JSONL format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexDatasetResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -51194,14 +53203,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Gemini Enterprise Agent Platform (previously known as Vertex AI) Multimodal Dataset that is used as training dataset. Example: &#39;projects/my-project-id-or-number/locations/my-location/datasets/my-dataset-id&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetresource&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningExample&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -51210,18 +53219,257 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline examples with simple input/output text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Examples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single example for tuning.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -51231,207 +53479,686 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The expected model output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;textInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Text model input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textinput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobParameters.base_model" title="genai.types.CreateTuningJobParameters.base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobParameters.config" title="genai.types.CreateTuningJobParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.CreateTuningJobConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CreateTuningJobParameters.training_dataset" title="genai.types.CreateTuningJobParameters.training_dataset"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset</span> <span class="pre">(genai.types.TuningDataset</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters.base_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseModel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParameters.base_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base model that is being tuned, e.g., “gemini-2.5-flash”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateTuningJobConfig" title="genai.types.CreateTuningJobConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateTuningJobConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParameters.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for the tuning job.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters.training_dataset">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningDataset" title="genai.types.TuningDataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningDataset</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDataset')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParameters.training_dataset" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobParametersDict</span></span><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Fine-tuning job creation parameters - optional fields.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict.base_model">
-<span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict.base_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base model that is being tuned, e.g., “gemini-2.5-flash”.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateTuningJobConfigDict" title="genai.types.CreateTuningJobConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateTuningJobConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for the tuning job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict.training_dataset">
-<span class="sig-name descname"><span class="pre">training_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningDatasetDict" title="genai.types.TuningDatasetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningDatasetDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict.training_dataset" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionResult</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionResult" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Result for custom code execution metric.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CustomCodeExecutionResult.score" title="genai.types.CustomCodeExecutionResult.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResult.score">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionResult.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Custom code execution score.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionResultDict</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionResultDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Result for custom code execution metric.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResultDict.score">
-<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionResultDict.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Custom code execution score.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionSpec</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Specifies a metric that is computed by running user-defined Python functions remotely.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -51441,23 +54168,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CustomCodeExecutionSpec.evaluation_function" title="genai.types.CustomCodeExecutionSpec.evaluation_function"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluation_function</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateAuthTokenParameters.config" title="genai.types.CreateAuthTokenParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.CreateAuthTokenConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpec.evaluation_function">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluation_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluationFunction')</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionSpec.evaluation_function" title="Link to this definition">¶</a></dt>
-<dd><p>A string representing a user-defined function for evaluation.
-Expected user to define the following function, e.g.:</p>
-<blockquote>
-<div><p>def evaluate(instance: dict[str, Any]) -&gt; float:</p>
-</div></blockquote>
-<p>Please include this function signature in the code snippet.
-Instance is the evaluation instance, any fields populated in the instance
-are available to the function as instance[field_name].</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParameters.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateAuthTokenConfig" title="genai.types.CreateAuthTokenConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateAuthTokenConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenParameters.config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional parameters for the request.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -51470,103 +54190,154 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionSpecDict</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionSpecDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateAuthTokenParametersDict</span></span><a class="headerlink" href="#genai.types.CreateAuthTokenParametersDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Specifies a metric that is computed by running user-defined Python functions remotely.</p>
+<p>Config for auth_tokens.create parameters.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpecDict.evaluation_function">
-<span class="sig-name descname"><span class="pre">evaluation_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionSpecDict.evaluation_function" title="Link to this definition">¶</a></dt>
-<dd><p>A string representing a user-defined function for evaluation.
-Expected user to define the following function, e.g.:</p>
-<blockquote>
-<div><p>def evaluate(instance: dict[str, Any]) -&gt; float:</p>
-</div></blockquote>
-<p>Please include this function signature in the code snippet.
-Instance is the evaluation instance, any fields populated in the instance
-are available to the function as instance[field_name].</p>
+<dt class="sig sig-object py" id="genai.types.CreateAuthTokenParametersDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateAuthTokenConfigDict" title="genai.types.CreateAuthTokenConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateAuthTokenConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateAuthTokenParametersDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional parameters for the request.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CustomMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomMetadata</span></span><a class="headerlink" href="#genai.types.CustomMetadata" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateBatchJobConfig</span></span><a class="headerlink" href="#genai.types.CreateBatchJobConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>User provided metadata stored as key-value pairs.</p>
-<p>This data type is not supported in Vertex AI.</p>
+<p>Config for optional parameters.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateBatchJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for optional parameters.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-defined name of this BatchJob.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJobDestination&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS or BigQuery URI prefix for the output predictions. Example:\n      \&quot;gs://path/to/output/data\&quot; or \&quot;bq://projectId.bqDatasetId.bqTableId\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dest&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;webhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebhookConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Webhook configuration for receiving notifications when the batch\n      operation completes.\n      &quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BatchJobDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `dest` parameter.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storage format of the output files. Must be one of:\n      &#39;jsonl&#39;, &#39;bigquery&#39;, &#39;vertex-dataset&#39;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage URI to the output file.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery URI to the output table.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigqueryuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the output data\n      (e.g. \&quot;files/12345\&quot;). The file will be a JSONL file with a single response\n      per line. The responses will be GenerateContentResponse messages formatted\n      as JSON. The responses will be written in the same order as the input\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlinedResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedResponse&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -51575,154 +54346,225 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The responses to the requests in the batch. Returned when the batch was\n      built using inlined requests. The responses will be in the same order as\n      the input requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedresponses&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlinedEmbedContentResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedEmbedContentResponse&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The responses to the requests in the batch. Returned when the batch was\n      built using inlined requests. The responses will be in the same order as\n      the input requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedembedcontentresponses&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexMultimodalDatasetDestination&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset destination.\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobDestination&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CustomMetadata.key" title="genai.types.CustomMetadata.key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CustomMetadata.numeric_value" title="genai.types.CustomMetadata.numeric_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numeric_value</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CustomMetadata.string_list_value" title="genai.types.CustomMetadata.string_list_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_list_value</span> <span class="pre">(genai.types.StringList</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CustomMetadata.string_value" title="genai.types.CustomMetadata.string_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_value</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomMetadata.key">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CustomMetadata.key" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The key of the metadata to store.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomMetadata.numeric_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numericValue')</span></em><a class="headerlink" href="#genai.types.CustomMetadata.numeric_value" title="Link to this definition">¶</a></dt>
-<dd><p>The numeric value of the metadata to store.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomMetadata.string_list_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StringList" title="genai.types.StringList"><code class="xref py py-class docutils literal notranslate"><span class="pre">StringList</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringListValue')</span></em><a class="headerlink" href="#genai.types.CustomMetadata.string_list_value" title="Link to this definition">¶</a></dt>
-<dd><p>The StringList value of the metadata to store.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomMetadata.string_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringValue')</span></em><a class="headerlink" href="#genai.types.CustomMetadata.string_value" title="Link to this definition">¶</a></dt>
-<dd><p>The string value of the metadata to store.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CustomMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomMetadataDict</span></span><a class="headerlink" href="#genai.types.CustomMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>User provided metadata stored as key-value pairs.</p>
-<p>This data type is not supported in Vertex AI.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.key">
-<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.key" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The key of the metadata to store.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.numeric_value">
-<span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.numeric_value" title="Link to this definition">¶</a></dt>
-<dd><p>The numeric value of the metadata to store.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.string_list_value">
-<span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StringListDict" title="genai.types.StringListDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">StringListDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.string_list_value" title="Link to this definition">¶</a></dt>
-<dd><p>The StringList value of the metadata to store.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.string_value">
-<span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.string_value" title="Link to this definition">¶</a></dt>
-<dd><p>The string value of the metadata to store.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CustomOutput">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutput</span></span><a class="headerlink" href="#genai.types.CustomOutput" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for custom output. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -51731,1300 +54573,420 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CustomOutput.raw_outputs" title="genai.types.CustomOutput.raw_outputs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">raw_outputs</span> <span class="pre">(genai.types.RawOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomOutput.raw_outputs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">raw_outputs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RawOutput" title="genai.types.RawOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">RawOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rawOutputs')</span></em><a class="headerlink" href="#genai.types.CustomOutput.raw_outputs" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. List of raw output strings.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CustomOutputDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutputDict</span></span><a class="headerlink" href="#genai.types.CustomOutputDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for custom output. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomOutputDict.raw_outputs">
-<span class="sig-name descname"><span class="pre">raw_outputs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RawOutputDict" title="genai.types.RawOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RawOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomOutputDict.raw_outputs" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. List of raw output strings.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutputFormatConfig</span></span><a class="headerlink" href="#genai.types.CustomOutputFormatConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for custom output format.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CustomOutputFormatConfig.return_raw_output" title="genai.types.CustomOutputFormatConfig.return_raw_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">return_raw_output</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfig.return_raw_output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'returnRawOutput')</span></em><a class="headerlink" href="#genai.types.CustomOutputFormatConfig.return_raw_output" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether to return raw output.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutputFormatConfigDict</span></span><a class="headerlink" href="#genai.types.CustomOutputFormatConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for custom output format.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfigDict.return_raw_output">
-<span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomOutputFormatConfigDict.return_raw_output" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether to return raw output.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.CustomizedAvatar">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomizedAvatar</span></span><a class="headerlink" href="#genai.types.CustomizedAvatar" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configures the customized avatar to be used in the session.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.CustomizedAvatar.image_data" title="genai.types.CustomizedAvatar.image_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_data</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.CustomizedAvatar.image_mime_type" title="genai.types.CustomizedAvatar.image_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomizedAvatar.image_data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageData')</span></em><a class="headerlink" href="#genai.types.CustomizedAvatar.image_data" title="Link to this definition">¶</a></dt>
-<dd><p>The data of the reference image. The dimensions of the reference
-image should be 9:16 (portrait) with a minimum resolution of 704x1280.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.CustomizedAvatar.image_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageMimeType')</span></em><a class="headerlink" href="#genai.types.CustomizedAvatar.image_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>The mime type of the reference image, e.g., “image/jpeg”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.CustomizedAvatarDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomizedAvatarDict</span></span><a class="headerlink" href="#genai.types.CustomizedAvatarDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configures the customized avatar to be used in the session.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomizedAvatarDict.image_data">
-<span class="sig-name descname"><span class="pre">image_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomizedAvatarDict.image_data" title="Link to this definition">¶</a></dt>
-<dd><p>The data of the reference image. The dimensions of the reference
-image should be 9:16 (portrait) with a minimum resolution of 704x1280.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.CustomizedAvatarDict.image_mime_type">
-<span class="sig-name descname"><span class="pre">image_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomizedAvatarDict.image_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>The mime type of the reference image, e.g., “image/jpeg”.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistribution</span></span><a class="headerlink" href="#genai.types.DatasetDistribution" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Distribution computed over a tuning dataset.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.buckets" title="genai.types.DatasetDistribution.buckets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">buckets</span> <span class="pre">(list[genai.types.DatasetDistributionDistributionBucket]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.max" title="genai.types.DatasetDistribution.max"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.mean" title="genai.types.DatasetDistribution.mean"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mean</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.median" title="genai.types.DatasetDistribution.median"><code class="xref py py-obj docutils literal notranslate"><span class="pre">median</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.min" title="genai.types.DatasetDistribution.min"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.p5" title="genai.types.DatasetDistribution.p5"><code class="xref py py-obj docutils literal notranslate"><span class="pre">p5</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.p95" title="genai.types.DatasetDistribution.p95"><code class="xref py py-obj docutils literal notranslate"><span class="pre">p95</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.sum" title="genai.types.DatasetDistribution.sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.buckets">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">buckets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket" title="genai.types.DatasetDistributionDistributionBucket"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDistributionBucket</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.buckets" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Defines the histogram bucket.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.max">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.max" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The maximum of the population values.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.mean">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mean</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.mean" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The arithmetic mean of the values in the population.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.median">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">median</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.median" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The median of the values in the population.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.min">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.min" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The minimum of the population values.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.p5">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">p5</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.p5" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The 5th percentile of the values in the population.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.p95">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">p95</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.p95" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The 95th percentile of the values in the population.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistribution.sum">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.sum" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sum of a given population of values.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistributionDict</span></span><a class="headerlink" href="#genai.types.DatasetDistributionDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Distribution computed over a tuning dataset.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.buckets">
-<span class="sig-name descname"><span class="pre">buckets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucketDict" title="genai.types.DatasetDistributionDistributionBucketDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDistributionBucketDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.buckets" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Defines the histogram bucket.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.max">
-<span class="sig-name descname"><span class="pre">max</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.max" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The maximum of the population values.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.mean">
-<span class="sig-name descname"><span class="pre">mean</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.mean" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The arithmetic mean of the values in the population.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.median">
-<span class="sig-name descname"><span class="pre">median</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.median" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The median of the values in the population.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.min">
-<span class="sig-name descname"><span class="pre">min</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.min" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The minimum of the population values.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.p5">
-<span class="sig-name descname"><span class="pre">p5</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.p5" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The 5th percentile of the values in the population.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.p95">
-<span class="sig-name descname"><span class="pre">p95</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.p95" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The 95th percentile of the values in the population.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.sum">
-<span class="sig-name descname"><span class="pre">sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.sum" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sum of a given population of values.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistributionDistributionBucket</span></span><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Dataset bucket used to create a histogram for the distribution given a population of values.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket.count" title="genai.types.DatasetDistributionDistributionBucket.count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket.left" title="genai.types.DatasetDistributionDistributionBucket.left"><code class="xref py py-obj docutils literal notranslate"><span class="pre">left</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket.right" title="genai.types.DatasetDistributionDistributionBucket.right"><code class="xref py py-obj docutils literal notranslate"><span class="pre">right</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket.count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket.count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of values in the bucket.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket.left">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket.left" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Left bound of the bucket.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket.right">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">right</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket.right" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Right bound of the bucket.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistributionDistributionBucketDict</span></span><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Dataset bucket used to create a histogram for the distribution given a population of values.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict.count">
-<span class="sig-name descname"><span class="pre">count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict.count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of values in the bucket.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict.left">
-<span class="sig-name descname"><span class="pre">left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict.left" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Left bound of the bucket.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict.right">
-<span class="sig-name descname"><span class="pre">right</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict.right" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Right bound of the bucket.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DatasetStats">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetStats</span></span><a class="headerlink" href="#genai.types.DatasetStats" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Statistics computed over a tuning dataset.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
@@ -53330,259 +55292,267 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
+<span class="w">                     </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -53592,193 +55562,204 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -53788,44 +55769,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -53835,57 +55828,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -53896,23 +55913,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -53922,10 +55939,46 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -53935,14 +55988,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -53951,18 +56004,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -53972,23 +56025,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -53998,18 +56051,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -54019,10 +56084,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -54032,10 +56097,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -54045,466 +56110,70 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.contents_per_example_distribution" title="genai.types.DatasetStats.contents_per_example_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents_per_example_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.dropped_example_indices" title="genai.types.DatasetStats.dropped_example_indices"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_indices</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.dropped_example_reasons" title="genai.types.DatasetStats.dropped_example_reasons"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_reasons</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples" title="genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reinforcement_tuning_user_dataset_examples</span> <span class="pre">(genai.types.ReinforcementTuningUserDatasetExamples</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.total_billable_character_count" title="genai.types.DatasetStats.total_billable_character_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_billable_character_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.total_billable_token_count" title="genai.types.DatasetStats.total_billable_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_billable_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.total_tuning_character_count" title="genai.types.DatasetStats.total_tuning_character_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_tuning_character_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.tuning_dataset_example_count" title="genai.types.DatasetStats.tuning_dataset_example_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_dataset_example_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.tuning_step_count" title="genai.types.DatasetStats.tuning_step_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_step_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_dataset_examples" title="genai.types.DatasetStats.user_dataset_examples"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_dataset_examples</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_input_token_distribution" title="genai.types.DatasetStats.user_input_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_input_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_message_per_example_distribution" title="genai.types.DatasetStats.user_message_per_example_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_message_per_example_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_output_token_distribution" title="genai.types.DatasetStats.user_output_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_output_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.contents_per_example_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'contentsPerExampleDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.contents_per_example_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the number of contents per example.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.dropped_example_indices">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleIndices')</span></em><a class="headerlink" href="#genai.types.DatasetStats.dropped_example_indices" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.dropped_example_reasons">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleReasons')</span></em><a class="headerlink" href="#genai.types.DatasetStats.dropped_example_reasons" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reinforcement_tuning_user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningUserDatasetExamples" title="genai.types.ReinforcementTuningUserDatasetExamples"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningUserDatasetExamples</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reinforcementTuningUserDatasetExamples')</span></em><a class="headerlink" href="#genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.total_billable_character_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalBillableCharacterCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.total_billable_character_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of billable characters in the tuning dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.total_billable_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalBillableTokenCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.total_billable_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.total_tuning_character_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_tuning_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTuningCharacterCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.total_tuning_character_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of tuning characters in the tuning dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.tuning_dataset_example_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningDatasetExampleCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of examples in the tuning dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.tuning_step_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningStepCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.tuning_step_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.user_dataset_examples">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userDatasetExamples')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_dataset_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sample user messages in the training dataset uri.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.user_input_token_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userInputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_input_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user input tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.user_message_per_example_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_message_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userMessagePerExampleDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_message_per_example_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the messages per example.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DatasetStats.user_output_token_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userOutputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_output_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user output tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetStatsDict</span></span><a class="headerlink" href="#genai.types.DatasetStatsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Statistics computed over a tuning dataset.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.contents_per_example_distribution">
-<span class="sig-name descname"><span class="pre">contents_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.contents_per_example_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the number of contents per example.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.dropped_example_indices">
-<span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.dropped_example_indices" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.dropped_example_reasons">
-<span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.dropped_example_reasons" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.reinforcement_tuning_user_dataset_examples">
-<span class="sig-name descname"><span class="pre">reinforcement_tuning_user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningUserDatasetExamplesDict" title="genai.types.ReinforcementTuningUserDatasetExamplesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningUserDatasetExamplesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.reinforcement_tuning_user_dataset_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.total_billable_character_count">
-<span class="sig-name descname"><span class="pre">total_billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.total_billable_character_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of billable characters in the tuning dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.total_billable_token_count">
-<span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.total_billable_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.total_tuning_character_count">
-<span class="sig-name descname"><span class="pre">total_tuning_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.total_tuning_character_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of tuning characters in the tuning dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.tuning_dataset_example_count">
-<span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of examples in the tuning dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.tuning_step_count">
-<span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.tuning_step_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_dataset_examples">
-<span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_dataset_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sample user messages in the training dataset uri.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_input_token_distribution">
-<span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_input_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user input tokens.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_message_per_example_distribution">
-<span class="sig-name descname"><span class="pre">user_message_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_message_per_example_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the messages per example.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_output_token_distribution">
-<span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_output_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user output tokens.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteBatchJobConfig</span></span><a class="headerlink" href="#genai.types.DeleteBatchJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for models.get method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteBatchJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteBatchJobConfig.http_options" title="genai.types.DeleteBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteBatchJobConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for models.get method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentConfig</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for caches.delete method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteCachedContentConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteCachedContentConfig.http_options" title="genai.types.DeleteCachedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for caches.delete method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentResponse</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Empty response for caches.delete method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteCachedContentResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Empty response for caches.delete method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -54514,260 +56183,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteCachedContentResponse.sdk_http_response" title="genai.types.DeleteCachedContentResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentResponseDict</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Empty response for caches.delete method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteDocumentConfig</span></span><a class="headerlink" href="#genai.types.DeleteDocumentConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteDocumentConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;force&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, any `Chunk`s and objects related to this `Document` will\n      also be deleted.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Force&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteDocumentConfig.force" title="genai.types.DeleteDocumentConfig.force"><code class="xref py py-obj docutils literal notranslate"><span class="pre">force</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DeleteDocumentConfig.http_options" title="genai.types.DeleteDocumentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfig.force">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfig.force" title="Link to this definition">¶</a></dt>
-<dd><p>If set to true, any <cite>Chunk`s and objects related to this `Document</cite> will
-also be deleted.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteDocumentConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteDocumentConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for optional parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfigDict.force">
-<span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfigDict.force" title="Link to this definition">¶</a></dt>
-<dd><p>If set to true, any <cite>Chunk`s and objects related to this `Document</cite> will
-also be deleted.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteFileConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileConfig</span></span><a class="headerlink" href="#genai.types.DeleteFileConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteFileConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteFileConfig.http_options" title="genai.types.DeleteFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteFileConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteFileConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteFileConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteFileConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteFileConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteFileResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileResponse</span></span><a class="headerlink" href="#genai.types.DeleteFileResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the delete file method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteFileResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the delete file method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -54777,260 +56217,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteFileResponse.sdk_http_response" title="genai.types.DeleteFileResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteFileResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteFileResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteFileResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileResponseDict</span></span><a class="headerlink" href="#genai.types.DeleteFileResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the delete file method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteFileResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileSearchStoreConfig</span></span><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for deleting a FileSearchStore.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteFileSearchStoreConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;force&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, any Documents and objects related to this FileSearchStore will also be deleted.\n      If false (the default), a FAILED_PRECONDITION error will be returned if\n      the FileSearchStore contains any Documents.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Force&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteFileSearchStoreConfig.force" title="genai.types.DeleteFileSearchStoreConfig.force"><code class="xref py py-obj docutils literal notranslate"><span class="pre">force</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DeleteFileSearchStoreConfig.http_options" title="genai.types.DeleteFileSearchStoreConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfig.force">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfig.force" title="Link to this definition">¶</a></dt>
-<dd><p>If set to true, any Documents and objects related to this FileSearchStore will also be deleted.
-If false (the default), a FAILED_PRECONDITION error will be returned if
-the FileSearchStore contains any Documents.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileSearchStoreConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for deleting a FileSearchStore.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfigDict.force">
-<span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfigDict.force" title="Link to this definition">¶</a></dt>
-<dd><p>If set to true, any Documents and objects related to this FileSearchStore will also be deleted.
-If false (the default), a FAILED_PRECONDITION error will be returned if
-the FileSearchStore contains any Documents.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteModelConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelConfig</span></span><a class="headerlink" href="#genai.types.DeleteModelConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for deleting a tuned model.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteModelConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteModelConfig.http_options" title="genai.types.DeleteModelConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteModelConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteModelConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteModelConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteModelConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for deleting a tuned model.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteModelConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteModelConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteModelResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelResponse</span></span><a class="headerlink" href="#genai.types.DeleteModelResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteModelResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55040,142 +56242,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteModelResponse.sdk_http_response" title="genai.types.DeleteModelResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteModelResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteModelResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteModelResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelResponseDict</span></span><a class="headerlink" href="#genai.types.DeleteModelResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteModelResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteModelResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJob">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteResourceJob</span></span><a class="headerlink" href="#genai.types.DeleteResourceJob" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The return value of delete operation.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteResourceJob&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The return value of delete operation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55185,22 +56268,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -55209,23 +56284,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55235,184 +56297,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.done" title="genai.types.DeleteResourceJob.done"><code class="xref py py-obj docutils literal notranslate"><span class="pre">done</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.error" title="genai.types.DeleteResourceJob.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.JobError</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.name" title="genai.types.DeleteResourceJob.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.sdk_http_response" title="genai.types.DeleteResourceJob.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.done">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.done" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.error">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobError" title="genai.types.JobError"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobError</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.error" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.name" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteResourceJobDict</span></span><a class="headerlink" href="#genai.types.DeleteResourceJobDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The return value of delete operation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.done">
-<span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.done" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobErrorDict" title="genai.types.JobErrorDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobErrorDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.error" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.name" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Delivery">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Delivery</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Delivery" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Delivery mode for the generated content.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Delivery.DELIVERY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">DELIVERY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DELIVERY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Delivery.DELIVERY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Default value. This value is unused.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Delivery.INLINE">
-<span class="sig-name descname"><span class="pre">INLINE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'INLINE'</span></em><a class="headerlink" href="#genai.types.Delivery.INLINE" title="Link to this definition">¶</a></dt>
-<dd><p>Generated bytes are returned inline in the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Delivery.URI">
-<span class="sig-name descname"><span class="pre">URI</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'URI'</span></em><a class="headerlink" href="#genai.types.Delivery.URI" title="Link to this definition">¶</a></dt>
-<dd><p>Generated content is stored and a URI is returned.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DistillationDataStats">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationDataStats</span></span><a class="headerlink" href="#genai.types.DistillationDataStats" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Statistics for distillation prompt dataset.</p>
-<p>These statistics do not include the responses sampled from the teacher model.
-This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationDataStats&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics for distillation prompt dataset.\n\nThese statistics do not include the responses sampled from the teacher model.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;trainingDatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics computed for the training dataset.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55422,43 +56323,55 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55468,10 +56381,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55481,22 +56394,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -55505,35 +56418,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -55542,160 +56434,157 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -55704,14 +56593,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -55720,218 +56609,264 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -55941,224 +56876,230 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_embedding_responses` parameter.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleEmbedContentResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The response to the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error encountered while processing the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The metadata associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;InlinedResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_responses` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -56168,110 +57109,157 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -56284,6 +57272,101 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -56633,80 +57716,349 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -56817,6 +58169,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
@@ -56893,11 +58258,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -56907,23 +58296,55 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexMultimodalDatasetDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This class is experimental and may change in future versions.\n\nThe specification for an output Vertex AI multimodal dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery destination for the multimodal dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigquerydestination&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -56933,18 +58354,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the multimodal dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexMultimodalDatasetDestination&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -56954,23 +58375,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -56980,31 +58401,160 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DistillationDataStats.training_dataset_stats" title="genai.types.DistillationDataStats.training_dataset_stats"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_stats</span> <span class="pre">(genai.types.DatasetStats</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationDataStats.training_dataset_stats">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_stats</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetStats" title="genai.types.DatasetStats"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetStats</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetStats')</span></em><a class="headerlink" href="#genai.types.DistillationDataStats.training_dataset_stats" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Statistics computed for the training dataset.</p>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for webhook notifications.\n\nUsed to configure webhook endpoints that will receive notifications\nwhen long-running operations (e.g., batch jobs, video generation) complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The webhook URIs to receive notifications. If set, these\n      webhook URIs will be used instead of the registered webhooks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User metadata that will be included in each webhook event\n      notification. Use this to attach custom key-value data to correlate\n      webhook events with your internal systems.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usermetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebhookConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.dest" title="genai.types.CreateBatchJobConfig.dest"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dest</span> <span class="pre">(genai.types.BatchJobDestination</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.display_name" title="genai.types.CreateBatchJobConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.http_options" title="genai.types.CreateBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateBatchJobConfig.webhook_config" title="genai.types.CreateBatchJobConfig.webhook_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">webhook_config</span> <span class="pre">(genai.types.WebhookConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.dest">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dest</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJobDestination" title="genai.types.BatchJobDestination"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDestination</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.dest" title="Link to this definition">¶</a></dt>
+<dd><p>GCS or BigQuery URI prefix for the output predictions. Example:
+“gs://path/to/output/data” or “bq://projectId.bqDatasetId.bqTableId”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-defined name of this BatchJob.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfig.webhook_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfig" title="genai.types.WebhookConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'webhookConfig')</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfig.webhook_config" title="Link to this definition">¶</a></dt>
+<dd><p>Webhook configuration for receiving notifications when the batch
+operation completes.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -57017,179 +58567,284 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DistillationDataStatsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationDataStatsDict</span></span><a class="headerlink" href="#genai.types.DistillationDataStatsDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Statistics for distillation prompt dataset.</p>
-<p>These statistics do not include the responses sampled from the teacher model.
-This data type is not supported in Gemini API.</p>
+<p>Config for optional parameters.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationDataStatsDict.training_dataset_stats">
-<span class="sig-name descname"><span class="pre">training_dataset_stats</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetStatsDict" title="genai.types.DatasetStatsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetStatsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationDataStatsDict.training_dataset_stats" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Statistics computed for the training dataset.</p>
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.dest">
+<span class="sig-name descname"><span class="pre">dest</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJobDestination" title="genai.types.BatchJobDestination"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDestination</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.BatchJobDestinationDict" title="genai.types.BatchJobDestinationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDestinationDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.dest" title="Link to this definition">¶</a></dt>
+<dd><p>GCS or BigQuery URI prefix for the output predictions. Example:
+“gs://path/to/output/data” or “bq://projectId.bqDatasetId.bqTableId”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-defined name of this BatchJob.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateBatchJobConfigDict.webhook_config">
+<span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfigDict" title="genai.types.WebhookConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateBatchJobConfigDict.webhook_config" title="Link to this definition">¶</a></dt>
+<dd><p>Webhook configuration for receiving notifications when the batch
+operation completes.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationHyperParameters</span></span><a class="headerlink" href="#genai.types.DistillationHyperParameters" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateCachedContentConfig</span></span><a class="headerlink" href="#genai.types.CreateCachedContentConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Distillation hyperparameters for tuning.</p>
+<p>Optional configuration for cached content creation.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateCachedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for cached content creation.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ttl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by &#39;s&#39;. Example: \&quot;3.5s\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ttl&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-generated meaningful display name of the cached content.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                              </span><span class="p">}</span>
+<span class="w">                           </span><span class="p">]</span>
+<span class="w">                        </span><span class="p">},</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to cache.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Developer set system instruction.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">      </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the tools to use. This config is shared for all tools.\n      &quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud KMS resource identifier of the customer managed\n      encryption key used to protect a resource.\n      The key needs to be in the same region as where the compute resource is\n      created. See\n      https://cloud.google.com/vertex-ai/docs/general/cmek for more\n      details. If this is set, then all created CachedContent objects\n      will be encrypted with the provided encryption key.\n      Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -57199,319 +58854,341 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -57521,75 +59198,89 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -57602,162 +59293,200 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -57765,75 +59494,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -57843,128 +59563,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -57974,17 +59622,50 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -57995,13 +59676,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -58009,13 +59703,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -58023,113 +59717,147 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -58139,14 +59867,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -58155,21 +59891,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -58179,14 +59917,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -58195,21 +59964,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -58219,172 +60011,256 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -58393,26 +60269,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -58422,30 +60295,32 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -58455,42 +60330,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -58500,618 +60391,474 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.adapter_size" title="genai.types.DistillationHyperParameters.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.batch_size" title="genai.types.DistillationHyperParameters.batch_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.epoch_count" title="genai.types.DistillationHyperParameters.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.generation_config" title="genai.types.DistillationHyperParameters.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.learning_rate" title="genai.types.DistillationHyperParameters.learning_rate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.learning_rate_multiplier" title="genai.types.DistillationHyperParameters.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.adapter_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>The size of the adapter. Can be ‘small’, ‘medium’, or ‘large’.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.batch_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchSize')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.batch_size" title="Link to this definition">¶</a></dt>
-<dd><p>Batch size for tuning. This feature is only available for open
-source models.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.epoch_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of complete passes the model makes over the entire training dataset
-during training.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Generation config for Distillation teacher model sampling. Only the
-following fields are supported for distillation teacher samplings:
-- temperature
-- top_p
-- top_k
-- candidate_count
-- thinking_config</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.learning_rate">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRate')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.learning_rate" title="Link to this definition">¶</a></dt>
-<dd><p>The learning rate for distillation tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.learning_rate_multiplier">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier for adjusting the default learning rate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationHyperParametersDict</span></span><a class="headerlink" href="#genai.types.DistillationHyperParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Distillation hyperparameters for tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.adapter_size">
-<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>The size of the adapter. Can be ‘small’, ‘medium’, or ‘large’.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.batch_size">
-<span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.batch_size" title="Link to this definition">¶</a></dt>
-<dd><p>Batch size for tuning. This feature is only available for open
-source models.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.epoch_count">
-<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of complete passes the model makes over the entire training dataset
-during training.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.generation_config">
-<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Generation config for Distillation teacher model sampling. Only the
-following fields are supported for distillation teacher samplings:
-- temperature
-- top_p
-- top_k
-- candidate_count
-- thinking_config</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.learning_rate">
-<span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.learning_rate" title="Link to this definition">¶</a></dt>
-<dd><p>The learning rate for distillation tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.learning_rate_multiplier">
-<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier for adjusting the default learning rate.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSamplingSpec</span></span><a class="headerlink" href="#genai.types.DistillationSamplingSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Distillation sampling spec for tuning.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSamplingSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation sampling spec for tuning.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported\n       models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format:\n      `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for distillation.\n     The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing prompt dataset for distillation.\n      The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;hyperparameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for distillation tuning.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -59120,250 +60867,255 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -59373,359 +61125,411 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -59733,16 +61537,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -59754,206 +61558,158 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -59963,184 +61719,40 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
@@ -60409,56 +62021,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -60468,30 +62083,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -60501,226 +62109,203 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -60730,447 +62315,171 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.base_teacher_model" title="genai.types.DistillationSamplingSpec.base_teacher_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_teacher_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.hyperparameters" title="genai.types.DistillationSamplingSpec.hyperparameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyperparameters</span> <span class="pre">(genai.types.DistillationHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.prompt_dataset_uri" title="genai.types.DistillationSamplingSpec.prompt_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.tuned_teacher_model_source" title="genai.types.DistillationSamplingSpec.tuned_teacher_model_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_teacher_model_source</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.validation_dataset_uri" title="genai.types.DistillationSamplingSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.base_teacher_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseTeacherModel')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.base_teacher_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base teacher model that is being distilled. See [Supported
-models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models</a>).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.hyperparameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyperparameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParameters" title="genai.types.DistillationHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.hyperparameters" title="Link to this definition">¶</a></dt>
-<dd><p>Hyperparameters for distillation tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.prompt_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing prompt dataset for distillation.
-The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.tuned_teacher_model_source">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedTeacherModelSource')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
-<dd><p>The resource name of the Tuned teacher model. Format:
-<cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing validation dataset for distillation.
-The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSamplingSpecDict</span></span><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Distillation sampling spec for tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.base_teacher_model">
-<span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.base_teacher_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base teacher model that is being distilled. See [Supported
-models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models</a>).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.hyperparameters">
-<span class="sig-name descname"><span class="pre">hyperparameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParametersDict" title="genai.types.DistillationHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.hyperparameters" title="Link to this definition">¶</a></dt>
-<dd><p>Hyperparameters for distillation tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.prompt_dataset_uri">
-<span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing prompt dataset for distillation.
-The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.tuned_teacher_model_source">
-<span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
-<dd><p>The resource name of the Tuned teacher model. Format:
-<cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to file containing validation dataset for distillation.
-The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSpec</span></span><a class="headerlink" href="#genai.types.DistillationSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Distillation tuning spec for tuning.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation tuning spec for tuning.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Distillation.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pipelineRootDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pipelinerootdirectory&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;studentModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The student model that is being tuned, e.g., \&quot;google/gemma-2b-1.1-it\&quot;. Deprecated. Use base_model instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Studentmodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -61180,730 +62489,1006 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.contents" title="genai.types.CreateCachedContentConfig.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.display_name" title="genai.types.CreateCachedContentConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.expire_time" title="genai.types.CreateCachedContentConfig.expire_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expire_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.http_options" title="genai.types.CreateCachedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.kms_key_name" title="genai.types.CreateCachedContentConfig.kms_key_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">kms_key_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.system_instruction" title="genai.types.CreateCachedContentConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.tool_config" title="genai.types.CreateCachedContentConfig.tool_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_config</span> <span class="pre">(genai.types.ToolConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.tools" title="genai.types.CreateCachedContentConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list[genai.types.Tool]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateCachedContentConfig.ttl" title="genai.types.CreateCachedContentConfig.ttl"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ttl</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.contents" title="Link to this definition">¶</a></dt>
+<dd><p>The content to cache.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-generated meaningful display name of the cached content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.expire_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expireTime')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.kms_key_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'kmsKeyName')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.kms_key_name" title="Link to this definition">¶</a></dt>
+<dd><p>The Cloud KMS resource identifier of the customer managed
+encryption key used to protect a resource.
+The key needs to be in the same region as where the compute resource is
+created. See
+<a class="reference external" href="https://cloud.google.com/vertex-ai/docs/general/cmek">https://cloud.google.com/vertex-ai/docs/general/cmek</a> for more
+details. If this is set, then all created CachedContent objects
+will be encrypted with the provided encryption key.
+Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Developer set system instruction.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.tool_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfig" title="genai.types.ToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolConfig')</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.tool_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for the tools to use. This config is shared for all tools.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Tool" title="genai.types.Tool"><code class="xref py py-class docutils literal notranslate"><span class="pre">Tool</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.tools" title="Link to this definition">¶</a></dt>
+<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfig.ttl">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ttl</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfig.ttl" title="Link to this definition">¶</a></dt>
+<dd><p>The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by ‘s’. Example: “3.5s”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateCachedContentConfigDict</span></span><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional configuration for cached content creation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.contents">
+<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.contents" title="Link to this definition">¶</a></dt>
+<dd><p>The content to cache.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-generated meaningful display name of the cached content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.expire_time">
+<span class="sig-name descname"><span class="pre">expire_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.expire_time" title="Link to this definition">¶</a></dt>
+<dd><p>01:23Z.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>2014-10-02T15</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.kms_key_name">
+<span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.kms_key_name" title="Link to this definition">¶</a></dt>
+<dd><p>The Cloud KMS resource identifier of the customer managed
+encryption key used to protect a resource.
+The key needs to be in the same region as where the compute resource is
+created. See
+<a class="reference external" href="https://cloud.google.com/vertex-ai/docs/general/cmek">https://cloud.google.com/vertex-ai/docs/general/cmek</a> for more
+details. If this is set, then all created CachedContent objects
+will be encrypted with the provided encryption key.
+Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Developer set system instruction.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.tool_config">
+<span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfigDict" title="genai.types.ToolConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.tool_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for the tools to use. This config is shared for all tools.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.tools">
+<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.tools" title="Link to this definition">¶</a></dt>
+<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateCachedContentConfigDict.ttl">
+<span class="sig-name descname"><span class="pre">ttl</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateCachedContentConfigDict.ttl" title="Link to this definition">¶</a></dt>
+<dd><p>“3.5s”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The TTL for this resource. The expiration time is computed</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>now + TTL. It is a duration string, with up to nine fractional digits, terminated by ‘s’. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateEmbeddingsBatchJobConfig</span></span><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for optional parameters.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateEmbeddingsBatchJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for optional parameters.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-defined name of this BatchJob.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -61912,39 +63497,130 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CreateEmbeddingsBatchJobConfig.display_name" title="genai.types.CreateEmbeddingsBatchJobConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateEmbeddingsBatchJobConfig.http_options" title="genai.types.CreateEmbeddingsBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfig.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfig.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-defined name of this BatchJob.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateEmbeddingsBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for optional parameters.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfigDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfigDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The user-defined name of this BatchJob.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateEmbeddingsBatchJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateEmbeddingsBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CreateFileConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileConfig</span></span><a class="headerlink" href="#genai.types.CreateFileConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Used to override the default configuration.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -61954,27 +63630,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -61982,102 +63655,70 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -62085,232 +63726,395 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CreateFileConfig.http_options" title="genai.types.CreateFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateFileConfig.should_return_http_response" title="genai.types.CreateFileConfig.should_return_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">should_return_http_response</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateFileConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateFileConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateFileConfig.should_return_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'shouldReturnHttpResponse')</span></em><a class="headerlink" href="#genai.types.CreateFileConfig.should_return_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CreateFileConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileConfigDict</span></span><a class="headerlink" href="#genai.types.CreateFileConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Used to override the default configuration.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateFileConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateFileConfigDict.should_return_http_response">
+<span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileConfigDict.should_return_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CreateFileResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileResponse</span></span><a class="headerlink" href="#genai.types.CreateFileResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the create file method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateFileResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the create file method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CreateFileResponse.sdk_http_response" title="genai.types.CreateFileResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateFileResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.CreateFileResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CreateFileResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileResponseDict</span></span><a class="headerlink" href="#genai.types.CreateFileResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for the create file method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateFileResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileSearchStoreConfig</span></span><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for creating a file search store.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateFileSearchStoreConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for creating a file search store.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The human-readable display name for the file search store.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;embeddingModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding model to use for the FileSearchStore.\n      Format: `models/{model}`. If not specified, the default embedding model will be used.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddingmodel&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -62320,14 +64124,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -62336,198 +64140,103 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -62537,206 +64246,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -62746,102 +64337,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.base_teacher_model" title="genai.types.DistillationSpec.base_teacher_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_teacher_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.hyper_parameters" title="genai.types.DistillationSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.DistillationHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.pipeline_root_directory" title="genai.types.DistillationSpec.pipeline_root_directory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pipeline_root_directory</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.prompt_dataset_uri" title="genai.types.DistillationSpec.prompt_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.student_model" title="genai.types.DistillationSpec.student_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">student_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.training_dataset_uri" title="genai.types.DistillationSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.tuned_teacher_model_source" title="genai.types.DistillationSpec.tuned_teacher_model_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_teacher_model_source</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.tuning_mode" title="genai.types.DistillationSpec.tuning_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_mode</span> <span class="pre">(genai.types.TuningMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DistillationSpec.validation_dataset_uri" title="genai.types.DistillationSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateFileSearchStoreConfig.display_name" title="genai.types.CreateFileSearchStoreConfig.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateFileSearchStoreConfig.embedding_model" title="genai.types.CreateFileSearchStoreConfig.embedding_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">embedding_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateFileSearchStoreConfig.http_options" title="genai.types.CreateFileSearchStoreConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.base_teacher_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseTeacherModel')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.base_teacher_model" title="Link to this definition">¶</a></dt>
-<dd><p>The base teacher model that is being distilled. See [Supported models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models</a>).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.hyper_parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParameters" title="genai.types.DistillationHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Hyperparameters for Distillation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.pipeline_root_directory">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pipeline_root_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pipelineRootDirectory')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.pipeline_root_directory" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.prompt_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.student_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">student_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'studentModel')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.student_model" title="Link to this definition">¶</a></dt>
-<dd><p>The student model that is being tuned, e.g., “google/gemma-2b-1.1-it”. Deprecated. Use base_model instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.training_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.tuned_teacher_model_source">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedTeacherModelSource')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
-<dd><p>The resource name of the Tuned teacher model. Format: <cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The human-readable display name for the file search store.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -62852,9 +64359,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.tuning_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningMode')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.tuning_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.</p>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig.embedding_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'embeddingModel')</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig.embedding_model" title="Link to this definition">¶</a></dt>
+<dd><p>The embedding model to use for the FileSearchStore.
+Format: <cite>models/{model}</cite>. If not specified, the default embedding model will be used.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -62865,9 +64373,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DistillationSpec.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -62880,105 +64388,83 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSpecDict</span></span><a class="headerlink" href="#genai.types.DistillationSpecDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateFileSearchStoreConfigDict</span></span><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Distillation tuning spec for tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.base_teacher_model">
-<span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.base_teacher_model" title="Link to this definition">¶</a></dt>
-<dd><p>//cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The base teacher model that is being distilled. See [Supported models](https</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.hyper_parameters">
-<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParametersDict" title="genai.types.DistillationHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Hyperparameters for Distillation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.pipeline_root_directory">
-<span class="sig-name descname"><span class="pre">pipeline_root_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.pipeline_root_directory" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.prompt_dataset_uri">
-<span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.student_model">
-<span class="sig-name descname"><span class="pre">student_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.student_model" title="Link to this definition">¶</a></dt>
-<dd><p>The student model that is being tuned, e.g., “google/gemma-2b-1.1-it”. Deprecated. Use base_model instead.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.training_dataset_uri">
-<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
+<p>Optional parameters for creating a file search store.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.tuned_teacher_model_source">
-<span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
-<dd><p><cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The resource name of the Tuned teacher model. Format</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The human-readable display name for the file search store.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.tuning_mode">
-<span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.tuning_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.</p>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict.embedding_model">
+<span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict.embedding_model" title="Link to this definition">¶</a></dt>
+<dd><p>The embedding model to use for the FileSearchStore.
+Format: <cite>models/{model}</cite>. If not specified, the default embedding model will be used.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dt class="sig sig-object py" id="genai.types.CreateFileSearchStoreConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateFileSearchStoreConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Document">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Document</span></span><a class="headerlink" href="#genai.types.Document" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobConfig</span></span><a class="headerlink" href="#genai.types.CreateTuningJobConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A Document is a collection of Chunks.</p>
+<p>Fine-tuning job creation request - optional fields.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Document&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A Document is a collection of Chunks.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateTuningJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fine-tuning job creation request - optional fields.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Immutable. Identifier. The `Document` resource name. The ID (name excluding the \&quot;fileSearchStores/&amp;#42;/documents/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c`&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMethod&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;validationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningValidationDataset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tunedModelDisplayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -62988,22 +64474,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `Document`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Semantic Retriever Documentation\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodeldisplayname&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DocumentState&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Current state of the `Document`.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The description of the TuningJob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -63013,26 +64500,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the Document.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The mime type of the Document.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;preTunedModelCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
@@ -63040,29 +64539,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was created.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pretunedmodelcheckpointid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomMetadata&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User provided custom metadata stored as key-value pairs used for querying. A `Document` can have a maximum of 20 `CustomMetadata`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode for tuning.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;customBaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
@@ -63070,465 +64576,64 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;CustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custombasemodel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;evaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for the tuning job.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DocumentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nCurrent state of the `Document`. This enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATE_PENDING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATE_ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATE_FAILED&quot;</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DocumentState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Document.create_time" title="genai.types.Document.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.custom_metadata" title="genai.types.Document.custom_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(list[genai.types.CustomMetadata]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.display_name" title="genai.types.Document.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.mime_type" title="genai.types.Document.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.name" title="genai.types.Document.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.size_bytes" title="genai.types.Document.size_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size_bytes</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.state" title="genai.types.Document.state"><code class="xref py py-obj docutils literal notranslate"><span class="pre">state</span> <span class="pre">(genai.types.DocumentState</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Document.update_time" title="genai.types.Document.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.create_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.Document.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was created.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.custom_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadata" title="genai.types.CustomMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadata</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customMetadata')</span></em><a class="headerlink" href="#genai.types.Document.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. User provided custom metadata stored as key-value pairs used for querying. A <cite>Document</cite> can have a maximum of 20 <cite>CustomMetadata</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.Document.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The human-readable display name for the <cite>Document</cite>. The display name must be no more than 512 characters in length, including spaces. Example: “Semantic Retriever Documentation”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.Document.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The mime type of the Document.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Document.name" title="Link to this definition">¶</a></dt>
-<dd><p>Immutable. Identifier. The <cite>Document</cite> resource name. The ID (name excluding the “fileSearchStores/&amp;#42;/documents/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example: <cite>fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.size_bytes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sizeBytes')</span></em><a class="headerlink" href="#genai.types.Document.size_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The size of raw bytes ingested into the Document.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.state">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DocumentState" title="genai.types.DocumentState"><code class="xref py py-class docutils literal notranslate"><span class="pre">DocumentState</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Document.state" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Current state of the <cite>Document</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Document.update_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.Document.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was last updated.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DocumentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DocumentDict</span></span><a class="headerlink" href="#genai.types.DocumentDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A Document is a collection of Chunks.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.create_time">
-<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was created.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.custom_metadata">
-<span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadataDict" title="genai.types.CustomMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadataDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DocumentDict.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. User provided custom metadata stored as key-value pairs used for querying. A <cite>Document</cite> can have a maximum of 20 <cite>CustomMetadata</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>“Semantic Retriever Documentation”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The human-readable display name for the <cite>Document</cite>. The display name must be no more than 512 characters in length, including spaces. Example</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The mime type of the Document.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.name" title="Link to this definition">¶</a></dt>
-<dd><p><cite>fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Immutable. Identifier. The <cite>Document</cite> resource name. The ID (name excluding the “fileSearchStores/&amp;#42;/documents/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.size_bytes">
-<span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.size_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The size of raw bytes ingested into the Document.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.state">
-<span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DocumentState" title="genai.types.DocumentState"><code class="xref py py-class docutils literal notranslate"><span class="pre">DocumentState</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.state" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Current state of the <cite>Document</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentDict.update_time">
-<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was last updated.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DocumentState">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DocumentState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.DocumentState" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only.</p>
-<p>Current state of the <cite>Document</cite>. This enum is not supported in Vertex AI.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_ACTIVE">
-<span class="sig-name descname"><span class="pre">STATE_ACTIVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_ACTIVE'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_ACTIVE" title="Link to this definition">¶</a></dt>
-<dd><p>All <cite>Chunks</cite> of the <cite>Document</cite> is processed and available for querying.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_FAILED">
-<span class="sig-name descname"><span class="pre">STATE_FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_FAILED'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_FAILED" title="Link to this definition">¶</a></dt>
-<dd><p>Some <cite>Chunks</cite> of the <cite>Document</cite> failed processing.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_PENDING">
-<span class="sig-name descname"><span class="pre">STATE_PENDING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_PENDING'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_PENDING" title="Link to this definition">¶</a></dt>
-<dd><p>Some <cite>Chunks</cite> of the <cite>Document</cite> are being processed (embedding and vector storage).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">STATE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The default value. This value is used if the state is omitted.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DownloadFileConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadFileConfig</span></span><a class="headerlink" href="#genai.types.DownloadFileConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DownloadFileConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DownloadFileConfig.http_options" title="genai.types.DownloadFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DownloadFileConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DownloadFileConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DownloadFileConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadFileConfigDict</span></span><a class="headerlink" href="#genai.types.DownloadFileConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DownloadFileConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DownloadFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DownloadMediaConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadMediaConfig</span></span><a class="headerlink" href="#genai.types.DownloadMediaConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DownloadMediaConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DownloadMediaConfig.http_options" title="genai.types.DownloadMediaConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DownloadMediaConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DownloadMediaConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DownloadMediaConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadMediaConfigDict</span></span><a class="headerlink" href="#genai.types.DownloadMediaConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DownloadMediaConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DownloadMediaConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DynamicRetrievalConfig</span></span><a class="headerlink" href="#genai.types.DynamicRetrievalConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Describes the options to customize dynamic retrieval.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -63538,145 +64643,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.DynamicRetrievalConfig.dynamic_threshold" title="genai.types.DynamicRetrievalConfig.dynamic_threshold"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dynamic_threshold</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.DynamicRetrievalConfig.mode" title="genai.types.DynamicRetrievalConfig.mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mode</span> <span class="pre">(genai.types.DynamicRetrievalConfigMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfig.dynamic_threshold">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dynamic_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'dynamicThreshold')</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfig.dynamic_threshold" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfig.mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfigMode" title="genai.types.DynamicRetrievalConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfigMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfig.mode" title="Link to this definition">¶</a></dt>
-<dd><p>The mode of the predictor to be used in dynamic retrieval.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DynamicRetrievalConfigDict</span></span><a class="headerlink" href="#genai.types.DynamicRetrievalConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Describes the options to customize dynamic retrieval.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigDict.dynamic_threshold">
-<span class="sig-name descname"><span class="pre">dynamic_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigDict.dynamic_threshold" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigDict.mode">
-<span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfigMode" title="genai.types.DynamicRetrievalConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfigMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigDict.mode" title="Link to this definition">¶</a></dt>
-<dd><p>The mode of the predictor to be used in dynamic retrieval.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigMode">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DynamicRetrievalConfigMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.DynamicRetrievalConfigMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The mode of the predictor to be used in dynamic retrieval.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigMode.MODE_DYNAMIC">
-<span class="sig-name descname"><span class="pre">MODE_DYNAMIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODE_DYNAMIC'</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigMode.MODE_DYNAMIC" title="Link to this definition">¶</a></dt>
-<dd><p>Run retrieval only when system decides it is necessary.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigMode.MODE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MODE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigMode.MODE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Always trigger retrieval.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageConfig</span></span><a class="headerlink" href="#genai.types.EditImageConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for editing an image.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EditImageConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight for KL Divergence regularization, Preference Optimization tuning only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;negativePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -63686,23 +64656,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of what to discourage in the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Negativeprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numberOfImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images to generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofimages&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. Distillation only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -63712,10 +64669,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, and \&quot;16:9\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Distillation only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;guidanceScale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sftLossWeightMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -63725,98 +64682,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidancescale&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the weight of the SFT loss. Distillation only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sftlossweightmultiplier&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;outputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows generation of people by the model.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the tuning job outputs are written.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;includeSafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;encryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EncryptionSpec&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to report the safety scores of each generated image and\n      the positive prompt in the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includesafetyattributes&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;includeRaiReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeraireason&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reward function configuration for reinforcement tuning. Reinforcement tuning only.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImagePromptLanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language of the text in the prompt.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of different responses to generate per prompt during tuning. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -63826,965 +64757,539 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for ``image/jpeg``\n      only).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How often at steps to evaluate the tuning job during training. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;addWatermark&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add a watermark to the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Addwatermark&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How often at steps to save checkpoints during training. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of tokens to generate per prompt. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;editMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EditMode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the editing mode for the request.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;baseSteps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basesteps&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;EditMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the editing mode.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_DEFAULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_INPAINT_REMOVAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_INPAINT_INSERTION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_OUTPAINT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_CONTROLLED_EDITING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_STYLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_BGSWAP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EDIT_MODE_PRODUCT_IMAGE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EditMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImagePromptLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that specifies the language of the text in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;auto&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;en&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ja&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ko&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;hi&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;zh&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;pt&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;es&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImagePromptLanguage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.add_watermark" title="genai.types.EditImageConfig.add_watermark"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_watermark</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.aspect_ratio" title="genai.types.EditImageConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.base_steps" title="genai.types.EditImageConfig.base_steps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_steps</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.edit_mode" title="genai.types.EditImageConfig.edit_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">edit_mode</span> <span class="pre">(genai.types.EditMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.guidance_scale" title="genai.types.EditImageConfig.guidance_scale"><code class="xref py py-obj docutils literal notranslate"><span class="pre">guidance_scale</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.http_options" title="genai.types.EditImageConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.include_rai_reason" title="genai.types.EditImageConfig.include_rai_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_rai_reason</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.include_safety_attributes" title="genai.types.EditImageConfig.include_safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_safety_attributes</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.labels" title="genai.types.EditImageConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.language" title="genai.types.EditImageConfig.language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language</span> <span class="pre">(genai.types.ImagePromptLanguage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.negative_prompt" title="genai.types.EditImageConfig.negative_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">negative_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.number_of_images" title="genai.types.EditImageConfig.number_of_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_images</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.output_compression_quality" title="genai.types.EditImageConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.output_gcs_uri" title="genai.types.EditImageConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.output_mime_type" title="genai.types.EditImageConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.person_generation" title="genai.types.EditImageConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(genai.types.PersonGeneration</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.safety_filter_level" title="genai.types.EditImageConfig.safety_filter_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_filter_level</span> <span class="pre">(genai.types.SafetyFilterLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageConfig.seed" title="genai.types.EditImageConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.add_watermark">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'addWatermark')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.add_watermark" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to add a watermark to the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.aspect_ratio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Aspect ratio of the generated images. Supported values are
-“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.base_steps">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseSteps')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.base_steps" title="Link to this definition">¶</a></dt>
-<dd><p>The number of sampling steps. A higher value has better image
-quality, while a lower value has better latency.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.edit_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">edit_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EditMode" title="genai.types.EditMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">EditMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'editMode')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.edit_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Describes the editing mode for the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.guidance_scale">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'guidanceScale')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.guidance_scale" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how much the model adheres to the text prompt. Large
-values increase output and prompt alignment, but may compromise image
-quality.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.include_rai_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeRaiReason')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.include_rai_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to include the Responsible AI filter reason if the image
-is filtered out of the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.include_safety_attributes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeSafetyAttributes')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.include_safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to report the safety scores of each generated image and
-the positive prompt in the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EditImageConfig.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.language">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EditImageConfig.language" title="Link to this definition">¶</a></dt>
-<dd><p>Language of the text in the prompt.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.negative_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'negativePrompt')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.negative_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Description of what to discourage in the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.number_of_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfImages')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.number_of_images" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images to generate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.output_compression_quality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
-only).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.output_gcs_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage URI used to store the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.output_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.person_generation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Allows generation of people by the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.safety_filter_level">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyFilterLevel')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.safety_filter_level" title="Link to this definition">¶</a></dt>
-<dd><p>Filter level for safety filtering.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EditImageConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Random seed for image generation. This is not available when
-<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageConfigDict</span></span><a class="headerlink" href="#genai.types.EditImageConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for editing an image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.add_watermark">
-<span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.add_watermark" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to add a watermark to the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.aspect_ratio">
-<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Aspect ratio of the generated images. Supported values are
-“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.base_steps">
-<span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.base_steps" title="Link to this definition">¶</a></dt>
-<dd><p>The number of sampling steps. A higher value has better image
-quality, while a lower value has better latency.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.edit_mode">
-<span class="sig-name descname"><span class="pre">edit_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EditMode" title="genai.types.EditMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">EditMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.edit_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Describes the editing mode for the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.guidance_scale">
-<span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.guidance_scale" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how much the model adheres to the text prompt. Large
-values increase output and prompt alignment, but may compromise image
-quality.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.include_rai_reason">
-<span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.include_rai_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to include the Responsible AI filter reason if the image
-is filtered out of the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.include_safety_attributes">
-<span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.include_safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to report the safety scores of each generated image and
-the positive prompt in the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.language">
-<span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.language" title="Link to this definition">¶</a></dt>
-<dd><p>Language of the text in the prompt.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.negative_prompt">
-<span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.negative_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Description of what to discourage in the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.number_of_images">
-<span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.number_of_images" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images to generate.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.output_compression_quality">
-<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
-only).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.output_gcs_uri">
-<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage URI used to store the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.output_mime_type">
-<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.person_generation">
-<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Allows generation of people by the model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.safety_filter_level">
-<span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.safety_filter_level" title="Link to this definition">¶</a></dt>
-<dd><p>Filter level for safety filtering.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Random seed for image generation. This is not available when
-<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EditImageResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageResponse</span></span><a class="headerlink" href="#genai.types.EditImageResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the request to edit an image.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EditImageResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the request to edit an image.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generatedImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedImage&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedimages&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GeneratedImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EditImageResponse.generated_images" title="genai.types.EditImageResponse.generated_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_images</span> <span class="pre">(list[genai.types.GeneratedImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EditImageResponse.sdk_http_response" title="genai.types.EditImageResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageResponse.generated_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImage" title="genai.types.GeneratedImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedImages')</span></em><a class="headerlink" href="#genai.types.EditImageResponse.generated_images" title="Link to this definition">¶</a></dt>
-<dd><p>Generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EditImageResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.EditImageResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EditImageResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageResponseDict</span></span><a class="headerlink" href="#genai.types.EditImageResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the request to edit an image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageResponseDict.generated_images">
-<span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImageDict" title="genai.types.GeneratedImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EditImageResponseDict.generated_images" title="Link to this definition">¶</a></dt>
-<dd><p>Generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditImageResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EditMode">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.EditMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Enum representing the editing mode.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_BGSWAP">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_BGSWAP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_BGSWAP'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_BGSWAP" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_CONTROLLED_EDITING">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_CONTROLLED_EDITING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_CONTROLLED_EDITING'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_CONTROLLED_EDITING" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_DEFAULT">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_DEFAULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_DEFAULT'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_DEFAULT" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_INPAINT_INSERTION">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_INPAINT_INSERTION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_INPAINT_INSERTION'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_INPAINT_INSERTION" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_INPAINT_REMOVAL">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_INPAINT_REMOVAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_INPAINT_REMOVAL'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_INPAINT_REMOVAL" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_OUTPAINT">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_OUTPAINT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_OUTPAINT'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_OUTPAINT" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_PRODUCT_IMAGE">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_PRODUCT_IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_PRODUCT_IMAGE'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_PRODUCT_IMAGE" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_STYLE">
-<span class="sig-name descname"><span class="pre">EDIT_MODE_STYLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_STYLE'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_STYLE" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EmbedContentBatch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentBatch</span></span><a class="headerlink" href="#genai.types.EmbedContentBatch" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for the embed_content method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentBatch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                              </span><span class="p">}</span>
-<span class="w">                           </span><span class="p">]</span>
-<span class="w">                        </span><span class="p">},</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to embed. Only the `parts.text` fields will be counted.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EncryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -64792,106 +65297,111 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -64901,18 +65411,29 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -64922,82 +65443,106 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -65007,52 +65552,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -65062,168 +65603,159 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -65232,73 +65764,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -65306,114 +65847,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -65424,450 +65971,572 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LLMBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OutputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -65877,24 +66546,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -65904,44 +66603,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -65951,105 +66657,130 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -66059,36 +66790,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -66098,36 +66835,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -66135,641 +66880,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EmbedContentBatch.config" title="genai.types.EmbedContentBatch.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.EmbedContentConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentBatch.contents" title="genai.types.EmbedContentBatch.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentBatch.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfig" title="genai.types.EmbedContentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentBatch.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that contains optional parameters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentBatch.contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentBatch.contents" title="Link to this definition">¶</a></dt>
-<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbedContentBatchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentBatchDict</span></span><a class="headerlink" href="#genai.types.EmbedContentBatchDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for the embed_content method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentBatchDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfigDict" title="genai.types.EmbedContentConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentBatchDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that contains optional parameters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentBatchDict.contents">
-<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentBatchDict.contents" title="Link to this definition">¶</a></dt>
-<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentConfig</span></span><a class="headerlink" href="#genai.types.EmbedContentConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for the embed_content method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;taskType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of task for which the embedding will be used.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tasktype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputDimensionality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputdimensionality&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The MIME type of the input.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;autoTruncate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autotruncate&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;documentOcr&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentocr&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioTrackExtraction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to extract audio from video content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotrackextraction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.audio_track_extraction" title="genai.types.EmbedContentConfig.audio_track_extraction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_track_extraction</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.auto_truncate" title="genai.types.EmbedContentConfig.auto_truncate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auto_truncate</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.document_ocr" title="genai.types.EmbedContentConfig.document_ocr"><code class="xref py py-obj docutils literal notranslate"><span class="pre">document_ocr</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.http_options" title="genai.types.EmbedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.mime_type" title="genai.types.EmbedContentConfig.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.output_dimensionality" title="genai.types.EmbedContentConfig.output_dimensionality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_dimensionality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.task_type" title="genai.types.EmbedContentConfig.task_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">task_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.title" title="genai.types.EmbedContentConfig.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.audio_track_extraction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_track_extraction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTrackExtraction')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.audio_track_extraction" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Whether to extract audio from video content.
-Only applicable to Gemini Embedding 2 models.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.auto_truncate">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auto_truncate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoTruncate')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.auto_truncate" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than
-the max sequence length. If this option is set to false, oversized inputs
-will lead to an INVALID_ARGUMENT error, similar to other text APIs.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.document_ocr">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">document_ocr</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'documentOcr')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.document_ocr" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.
-Only applicable to Gemini Embedding 2 models.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. The MIME type of the input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.output_dimensionality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_dimensionality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputDimensionality')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.output_dimensionality" title="Link to this definition">¶</a></dt>
-<dd><p>Reduced dimension for the output embedding. If set,
-excessive values in the output embedding are truncated from the end.
-Supported by newer models since 2024 only. You cannot set this value if
-using the earlier model (<cite>models/embedding-001</cite>).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.task_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">task_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'taskType')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.task_type" title="Link to this definition">¶</a></dt>
-<dd><p>Type of task for which the embedding will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.title" title="Link to this definition">¶</a></dt>
-<dd><p>Title for the text. Only applicable when TaskType is
-<cite>RETRIEVAL_DOCUMENT</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentConfigDict</span></span><a class="headerlink" href="#genai.types.EmbedContentConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for the embed_content method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.audio_track_extraction">
-<span class="sig-name descname"><span class="pre">audio_track_extraction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.audio_track_extraction" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Whether to extract audio from video content.
-Only applicable to Gemini Embedding 2 models.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.auto_truncate">
-<span class="sig-name descname"><span class="pre">auto_truncate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.auto_truncate" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than
-the max sequence length. If this option is set to false, oversized inputs
-will lead to an INVALID_ARGUMENT error, similar to other text APIs.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.document_ocr">
-<span class="sig-name descname"><span class="pre">document_ocr</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.document_ocr" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.
-Only applicable to Gemini Embedding 2 models.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. The MIME type of the input.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.output_dimensionality">
-<span class="sig-name descname"><span class="pre">output_dimensionality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.output_dimensionality" title="Link to this definition">¶</a></dt>
-<dd><p>Reduced dimension for the output embedding. If set,
-excessive values in the output embedding are truncated from the end.
-Supported by newer models since 2024 only. You cannot set this value if
-using the earlier model (<cite>models/embedding-001</cite>).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.task_type">
-<span class="sig-name descname"><span class="pre">task_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.task_type" title="Link to this definition">¶</a></dt>
-<dd><p>Type of task for which the embedding will be used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>Title for the text. Only applicable when TaskType is
-<cite>RETRIEVAL_DOCUMENT</cite>.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EmbedContentMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentMetadata</span></span><a class="headerlink" href="#genai.types.EmbedContentMetadata" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;billableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The total number of billable characters included\n      in the request.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Billablecharactercount&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EmbedContentMetadata.billable_character_count" title="genai.types.EmbedContentMetadata.billable_character_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">billable_character_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentMetadata.billable_character_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'billableCharacterCount')</span></em><a class="headerlink" href="#genai.types.EmbedContentMetadata.billable_character_count" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. The total number of billable characters included
-in the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbedContentMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentMetadataDict</span></span><a class="headerlink" href="#genai.types.EmbedContentMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentMetadataDict.billable_character_count">
-<span class="sig-name descname"><span class="pre">billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentMetadataDict.billable_character_count" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. The total number of billable characters included
-in the request.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentParameters</span></span><a class="headerlink" href="#genai.types.EmbedContentParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for the embed_content method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n    &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                              </span><span class="p">}</span>
-<span class="w">                           </span><span class="p">]</span>
-<span class="w">                        </span><span class="p">},</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to embed. Only the `parts.text` fields will be counted.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for rouge metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rougeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -66777,127 +67001,131 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rougetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;splitSummaries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to split summaries while using rougeLsum.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Splitsummaries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useStemmer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use stemmer to compute rouge score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usestemmer&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the rubric content type.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RUBRIC_CONTENT_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROPERTY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NL_QUESTION_ANSWER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON_CODE_ASSERTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricContentType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for how rubrics should be generated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt used to generate rubrics.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricContentType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of rubric content to be generated.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rubricTypeOntology&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional, pre-defined list of allowed types for generated rubrics.\n      If this field is provided, it implies `include_rubric_type` should be true,\n      and the generated rubric types should be chosen from this ontology.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubrictypeontology&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -66907,43 +67135,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -66953,188 +67175,179 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -67144,71 +67357,46 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -67217,10 +67405,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -67230,162 +67418,156 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -67395,30 +67577,28 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -67430,249 +67610,141 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;TuningMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the tuning method.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SUPERVISED_FINE_TUNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREFERENCE_TUNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DISTILLATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMethod&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TuningValidationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -67682,26 +67754,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS URI of the file containing validation dataset in JSONL format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexDatasetResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -67709,332 +67767,149 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Gemini Enterprise Agent Platform (previously known as Vertex AI) Multimodal Dataset that is used as validation dataset. Example: &#39;projects/my-project-id-or-number/locations/my-location/datasets/my-dataset-id&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetresource&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningValidationDataset&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UnifiedMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unified metric used for evaluation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Bleu metric spec.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rouge metric spec.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pointwise metric spec.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LLMBasedMetricSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for an LLM based metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a custom code execution metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;predefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a pre-defined metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;computationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a computation based metric.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnifiedMetric&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -68044,23 +67919,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -68070,10 +67932,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -68083,107 +67945,50 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -68193,11 +67998,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -68208,18 +68013,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EmbedContentParameters.config" title="genai.types.EmbedContentParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.EmbedContentConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentParameters.contents" title="genai.types.EmbedContentParameters.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentParameters.model" title="genai.types.EmbedContentParameters.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.adapter_size" title="genai.types.CreateTuningJobConfig.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.base_teacher_model" title="genai.types.CreateTuningJobConfig.base_teacher_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_teacher_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.batch_size" title="genai.types.CreateTuningJobConfig.batch_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.beta" title="genai.types.CreateTuningJobConfig.beta"><code class="xref py py-obj docutils literal notranslate"><span class="pre">beta</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.checkpoint_interval" title="genai.types.CreateTuningJobConfig.checkpoint_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.composite_reward_config" title="genai.types.CreateTuningJobConfig.composite_reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">composite_reward_config</span> <span class="pre">(genai.types.CompositeReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.custom_base_model" title="genai.types.CreateTuningJobConfig.custom_base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.description" title="genai.types.CreateTuningJobConfig.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.encryption_spec" title="genai.types.CreateTuningJobConfig.encryption_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">encryption_spec</span> <span class="pre">(genai.types.EncryptionSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.epoch_count" title="genai.types.CreateTuningJobConfig.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.evaluate_interval" title="genai.types.CreateTuningJobConfig.evaluate_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluate_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.evaluation_config" title="genai.types.CreateTuningJobConfig.evaluation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluation_config</span> <span class="pre">(genai.types.EvaluationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.export_last_checkpoint_only" title="genai.types.CreateTuningJobConfig.export_last_checkpoint_only"><code class="xref py py-obj docutils literal notranslate"><span class="pre">export_last_checkpoint_only</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.http_options" title="genai.types.CreateTuningJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.labels" title="genai.types.CreateTuningJobConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.learning_rate" title="genai.types.CreateTuningJobConfig.learning_rate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.learning_rate_multiplier" title="genai.types.CreateTuningJobConfig.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.max_output_tokens" title="genai.types.CreateTuningJobConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.method" title="genai.types.CreateTuningJobConfig.method"><code class="xref py py-obj docutils literal notranslate"><span class="pre">method</span> <span class="pre">(genai.types.TuningMethod</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.output_uri" title="genai.types.CreateTuningJobConfig.output_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id" title="genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pre_tuned_model_checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.reward_config" title="genai.types.CreateTuningJobConfig.reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reward_config</span> <span class="pre">(genai.types.SingleReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.samples_per_prompt" title="genai.types.CreateTuningJobConfig.samples_per_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">samples_per_prompt</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier" title="genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sft_loss_weight_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.thinking_level" title="genai.types.CreateTuningJobConfig.thinking_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_level</span> <span class="pre">(genai.types.ReinforcementTuningThinkingLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.tuned_model_display_name" title="genai.types.CreateTuningJobConfig.tuned_model_display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_model_display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.tuned_teacher_model_source" title="genai.types.CreateTuningJobConfig.tuned_teacher_model_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_teacher_model_source</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.tuning_mode" title="genai.types.CreateTuningJobConfig.tuning_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_mode</span> <span class="pre">(genai.types.TuningMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.validation_dataset" title="genai.types.CreateTuningJobConfig.validation_dataset"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset</span> <span class="pre">(genai.types.TuningValidationDataset</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobConfig.validation_dataset_uri" title="genai.types.CreateTuningJobConfig.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParameters.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfig" title="genai.types.EmbedContentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentParameters.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that contains optional parameters.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.adapter_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>Adapter size for tuning.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68230,9 +68062,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParameters.contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentParameters.contents" title="Link to this definition">¶</a></dt>
-<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.base_teacher_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseTeacherModel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.base_teacher_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base teacher model that is being distilled. Distillation only.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68243,9 +68075,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParameters.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentParameters.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.batch_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchSize')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.batch_size" title="Link to this definition">¶</a></dt>
+<dd><p>The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68255,301 +68087,62 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.beta">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.beta" title="Link to this definition">¶</a></dt>
+<dd><p>Weight for KL Divergence regularization, Preference Optimization tuning only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentParametersDict</span></span><a class="headerlink" href="#genai.types.EmbedContentParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for the embed_content method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfigDict" title="genai.types.EmbedContentConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentParametersDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that contains optional parameters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict.contents">
-<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentParametersDict.contents" title="Link to this definition">¶</a></dt>
-<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentParametersDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.checkpoint_interval">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointInterval')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.checkpoint_interval" title="Link to this definition">¶</a></dt>
+<dd><p>How often at steps to save checkpoints during training. Reinforcement tuning only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.composite_reward_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfig" title="genai.types.CompositeReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compositeRewardConfig')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.composite_reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentResponse</span></span><a class="headerlink" href="#genai.types.EmbedContentResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the embed_content method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the embed_content method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;embeddings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embeddings for each request, in the same order as provided in\n      the batch request.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddings&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EmbedContentMetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Metadata about the request.\n      &quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EmbedContentMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;billableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The total number of billable characters included\n      in the request.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Billablecharactercount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.custom_base_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customBaseModel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.custom_base_model" title="Link to this definition">¶</a></dt>
+<dd><p>Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EmbedContentResponse.embeddings" title="genai.types.EmbedContentResponse.embeddings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">embeddings</span> <span class="pre">(list[genai.types.ContentEmbedding]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentResponse.metadata" title="genai.types.EmbedContentResponse.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(genai.types.EmbedContentMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbedContentResponse.sdk_http_response" title="genai.types.EmbedContentResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponse.embeddings">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embeddings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbedding" title="genai.types.ContentEmbedding"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbedding</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentResponse.embeddings" title="Link to this definition">¶</a></dt>
-<dd><p>The embeddings for each request, in the same order as provided in
-the batch request.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.description" title="Link to this definition">¶</a></dt>
+<dd><p>The description of the TuningJob</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68560,9 +68153,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponse.metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentMetadata" title="genai.types.EmbedContentMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentResponse.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Metadata about the request.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.encryption_spec">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">encryption_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EncryptionSpec" title="genai.types.EncryptionSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">EncryptionSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'encryptionSpec')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.encryption_spec" title="Link to this definition">¶</a></dt>
+<dd><p>The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68573,9 +68166,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.EmbedContentResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.epoch_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of complete passes the model makes over the entire training dataset during training.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68585,103 +68178,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.evaluate_interval">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluateInterval')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.evaluate_interval" title="Link to this definition">¶</a></dt>
+<dd><p>How often at steps to evaluate the tuning job during training. Reinforcement tuning only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentResponseDict</span></span><a class="headerlink" href="#genai.types.EmbedContentResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the embed_content method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict.embeddings">
-<span class="sig-name descname"><span class="pre">embeddings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbeddingDict" title="genai.types.ContentEmbeddingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbeddingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EmbedContentResponseDict.embeddings" title="Link to this definition">¶</a></dt>
-<dd><p>The embeddings for each request, in the same order as provided in
-the batch request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict.metadata">
-<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentMetadataDict" title="genai.types.EmbedContentMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentResponseDict.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Gemini Enterprise Agent Platform only. Metadata about the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbeddingApiType">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbeddingApiType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.EmbeddingApiType" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Enum representing the Gemini Enterprise Agent Platform embedding API to use.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbeddingApiType.EMBED_CONTENT">
-<span class="sig-name descname"><span class="pre">EMBED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EMBED_CONTENT'</span></em><a class="headerlink" href="#genai.types.EmbeddingApiType.EMBED_CONTENT" title="Link to this definition">¶</a></dt>
-<dd><p>embedContent API Endpoint</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbeddingApiType.PREDICT">
-<span class="sig-name descname"><span class="pre">PREDICT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PREDICT'</span></em><a class="headerlink" href="#genai.types.EmbeddingApiType.PREDICT" title="Link to this definition">¶</a></dt>
-<dd><p>predict API endpoint (default)</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSource">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbeddingsBatchJobSource</span></span><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSource" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbeddingsBatchJobSource&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the input data\n      (e.g. \&quot;files/12345\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inlinedRequests&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedrequests&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.evaluation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationConfig" title="genai.types.EvaluationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluationConfig')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.evaluation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Evaluation config for the tuning job.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EmbeddingsBatchJobSource.file_name" title="genai.types.EmbeddingsBatchJobSource.file_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EmbeddingsBatchJobSource.inlined_requests" title="genai.types.EmbeddingsBatchJobSource.inlined_requests"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inlined_requests</span> <span class="pre">(genai.types.EmbedContentBatch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSource.file_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileName')</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSource.file_name" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s file resource name of the input data
-(e.g. “files/12345”).</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.export_last_checkpoint_only">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exportLastCheckpointOnly')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
+<dd><p>If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68692,9 +68218,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSource.inlined_requests">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentBatch" title="genai.types.EmbedContentBatch"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentBatch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlinedRequests')</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSource.inlined_requests" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68704,74 +68230,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSourceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbeddingsBatchJobSourceDict</span></span><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSourceDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSourceDict.file_name">
-<span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSourceDict.file_name" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s file resource name of the input data
-(e.g. “files/12345”).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSourceDict.inlined_requests">
-<span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentBatchDict" title="genai.types.EmbedContentBatchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentBatchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSourceDict.inlined_requests" title="Link to this definition">¶</a></dt>
-<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EncryptionSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EncryptionSpec</span></span><a class="headerlink" href="#genai.types.EncryptionSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.labels" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See <a class="reference external" href="https://goo.gl/xmQnxf">https://goo.gl/xmQnxf</a> for more information and examples of labels.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EncryptionSpec.kms_key_name" title="genai.types.EncryptionSpec.kms_key_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">kms_key_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EncryptionSpec.kms_key_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'kmsKeyName')</span></em><a class="headerlink" href="#genai.types.EncryptionSpec.kms_key_name" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format <cite>projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.learning_rate">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRate')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.learning_rate" title="Link to this definition">¶</a></dt>
+<dd><p>The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68781,107 +68256,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EncryptionSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EncryptionSpecDict</span></span><a class="headerlink" href="#genai.types.EncryptionSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EncryptionSpecDict.kms_key_name">
-<span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EncryptionSpecDict.kms_key_name" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format <cite>projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</cite>.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EndSensitivity">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EndSensitivity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.EndSensitivity" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>End of speech sensitivity.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EndSensitivity.END_SENSITIVITY_HIGH">
-<span class="sig-name descname"><span class="pre">END_SENSITIVITY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'END_SENSITIVITY_HIGH'</span></em><a class="headerlink" href="#genai.types.EndSensitivity.END_SENSITIVITY_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>Automatic detection ends speech more often.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EndSensitivity.END_SENSITIVITY_LOW">
-<span class="sig-name descname"><span class="pre">END_SENSITIVITY_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'END_SENSITIVITY_LOW'</span></em><a class="headerlink" href="#genai.types.EndSensitivity.END_SENSITIVITY_LOW" title="Link to this definition">¶</a></dt>
-<dd><p>Automatic detection ends speech less often.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EndSensitivity.END_SENSITIVITY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">END_SENSITIVITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'END_SENSITIVITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.EndSensitivity.END_SENSITIVITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The default is END_SENSITIVITY_LOW for Gemini Enterprise Agent Platform and END_SENSITIVITY_HIGH for Gemini Live.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Endpoint">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Endpoint</span></span><a class="headerlink" href="#genai.types.Endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An endpoint where you deploy models.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An endpoint where you deploy models.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the endpoint.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;deployedModelId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model that&#39;s deployed to the endpoint.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deployedmodelid&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.learning_rate_multiplier">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Endpoint.deployed_model_id" title="genai.types.Endpoint.deployed_model_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">deployed_model_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Endpoint.name" title="genai.types.Endpoint.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Endpoint.deployed_model_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">deployed_model_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'deployedModelId')</span></em><a class="headerlink" href="#genai.types.Endpoint.deployed_model_id" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model that’s deployed to the endpoint.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.max_output_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of tokens to generate per prompt. Reinforcement tuning only.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68892,9 +68283,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Endpoint.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Endpoint.name" title="Link to this definition">¶</a></dt>
-<dd><p>Resource name of the endpoint.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.method">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">method</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMethod" title="genai.types.TuningMethod"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMethod</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.method" title="Link to this definition">¶</a></dt>
+<dd><p>The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -68904,106 +68295,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.output_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputUri')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.output_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The Google Cloud Storage location where the tuning job outputs are written.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EndpointDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EndpointDict</span></span><a class="headerlink" href="#genai.types.EndpointDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An endpoint where you deploy models.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EndpointDict.deployed_model_id">
-<span class="sig-name descname"><span class="pre">deployed_model_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EndpointDict.deployed_model_id" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model that’s deployed to the endpoint.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EndpointDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EndpointDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>Resource name of the endpoint.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EnterpriseWebSearch</span></span><a class="headerlink" href="#genai.types.EnterpriseWebSearch" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pre_tuned_model_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'preTunedModelCheckpointId')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EnterpriseWebSearch.blocking_confidence" title="genai.types.EnterpriseWebSearch.blocking_confidence"><code class="xref py py-obj docutils literal notranslate"><span class="pre">blocking_confidence</span> <span class="pre">(genai.types.PhishBlockThreshold</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EnterpriseWebSearch.exclude_domains" title="genai.types.EnterpriseWebSearch.exclude_domains"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exclude_domains</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearch.blocking_confidence">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockingConfidence')</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearch.blocking_confidence" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.reward_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfig" title="genai.types.SingleReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rewardConfig')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -69014,9 +68335,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearch.exclude_domains">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'excludeDomains')</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearch.exclude_domains" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.samples_per_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'samplesPerPrompt')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.samples_per_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Number of different responses to generate per prompt during tuning. Reinforcement tuning only.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -69026,88 +68347,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sft_loss_weight_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sftLossWeightMultiplier')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier for adjusting the weight of the SFT loss. Distillation only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EnterpriseWebSearchDict</span></span><a class="headerlink" href="#genai.types.EnterpriseWebSearchDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearchDict.blocking_confidence">
-<span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearchDict.blocking_confidence" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.thinking_level">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingLevel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.thinking_level" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearchDict.exclude_domains">
-<span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearchDict.exclude_domains" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.tuned_model_display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_model_display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedModelDisplayName')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.tuned_model_display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.tuned_teacher_model_source">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedTeacherModelSource')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
+<dd><p>The resource name of the Tuned teacher model. Distillation only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EntityLabel">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EntityLabel</span></span><a class="headerlink" href="#genai.types.EntityLabel" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An entity representing the segmented area.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EntityLabel&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An entity representing the segmented area.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;label&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The label of the segmented entity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Label&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The confidence score of the detected label.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.tuning_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningMode')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.tuning_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Tuning mode for tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EntityLabel.label" title="genai.types.EntityLabel.label"><code class="xref py py-obj docutils literal notranslate"><span class="pre">label</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EntityLabel.score" title="genai.types.EntityLabel.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EntityLabel.label">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EntityLabel.label" title="Link to this definition">¶</a></dt>
-<dd><p>The label of the segmented entity.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.validation_dataset">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningValidationDataset" title="genai.types.TuningValidationDataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningValidationDataset</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDataset')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.validation_dataset" title="Link to this definition">¶</a></dt>
+<dd><p>Validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -69118,9 +68426,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EntityLabel.score">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EntityLabel.score" title="Link to this definition">¶</a></dt>
-<dd><p>The confidence score of the detected label.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfig.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfig.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -69133,866 +68441,799 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EntityLabelDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EntityLabelDict</span></span><a class="headerlink" href="#genai.types.EntityLabelDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobConfigDict</span></span><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An entity representing the segmented area.</p>
+<p>Fine-tuning job creation request - optional fields.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EntityLabelDict.label">
-<span class="sig-name descname"><span class="pre">label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EntityLabelDict.label" title="Link to this definition">¶</a></dt>
-<dd><p>The label of the segmented entity.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.adapter_size">
+<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>Adapter size for tuning.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EntityLabelDict.score">
-<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EntityLabelDict.score" title="Link to this definition">¶</a></dt>
-<dd><p>The confidence score of the detected label.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.base_teacher_model">
+<span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.base_teacher_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base teacher model that is being distilled. Distillation only.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.batch_size">
+<span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.batch_size" title="Link to this definition">¶</a></dt>
+<dd><p>The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Environment">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Environment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Environment" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The environment being operated.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_BROWSER">
-<span class="sig-name descname"><span class="pre">ENVIRONMENT_BROWSER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_BROWSER'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_BROWSER" title="Link to this definition">¶</a></dt>
-<dd><p>Operates in a web browser.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.beta">
+<span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.beta" title="Link to this definition">¶</a></dt>
+<dd><p>Weight for KL Divergence regularization, Preference Optimization tuning only.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_DESKTOP">
-<span class="sig-name descname"><span class="pre">ENVIRONMENT_DESKTOP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_DESKTOP'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_DESKTOP" title="Link to this definition">¶</a></dt>
-<dd><p>Operates in a desktop environment.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.checkpoint_interval">
+<span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.checkpoint_interval" title="Link to this definition">¶</a></dt>
+<dd><p>How often at steps to save checkpoints during training. Reinforcement tuning only.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_MOBILE">
-<span class="sig-name descname"><span class="pre">ENVIRONMENT_MOBILE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_MOBILE'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_MOBILE" title="Link to this definition">¶</a></dt>
-<dd><p>Operates in a mobile environment.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.composite_reward_config">
+<span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigDict" title="genai.types.CompositeReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.composite_reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">ENVIRONMENT_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Defaults to browser.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.custom_base_model">
+<span class="sig-name descname"><span class="pre">custom_base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.custom_base_model" title="Link to this definition">¶</a></dt>
+<dd><p>Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.description">
+<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.description" title="Link to this definition">¶</a></dt>
+<dd><p>The description of the TuningJob</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.encryption_spec">
+<span class="sig-name descname"><span class="pre">encryption_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EncryptionSpecDict" title="genai.types.EncryptionSpecDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EncryptionSpecDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.encryption_spec" title="Link to this definition">¶</a></dt>
+<dd><p>The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.epoch_count">
+<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of complete passes the model makes over the entire training dataset during training.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.evaluate_interval">
+<span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.evaluate_interval" title="Link to this definition">¶</a></dt>
+<dd><p>How often at steps to evaluate the tuning job during training. Reinforcement tuning only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.evaluation_config">
+<span class="sig-name descname"><span class="pre">evaluation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationConfigDict" title="genai.types.EvaluationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.evaluation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Evaluation config for the tuning job.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.export_last_checkpoint_only">
+<span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
+<dd><p>If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>//goo.gl/xmQnxf for more information and examples of labels.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.learning_rate">
+<span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.learning_rate" title="Link to this definition">¶</a></dt>
+<dd><p>The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.learning_rate_multiplier">
+<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.max_output_tokens">
+<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of tokens to generate per prompt. Reinforcement tuning only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.method">
+<span class="sig-name descname"><span class="pre">method</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMethod" title="genai.types.TuningMethod"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMethod</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.method" title="Link to this definition">¶</a></dt>
+<dd><p>The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.output_uri">
+<span class="sig-name descname"><span class="pre">output_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.output_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The Google Cloud Storage location where the tuning job outputs are written.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.pre_tuned_model_checkpoint_id">
+<span class="sig-name descname"><span class="pre">pre_tuned_model_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.pre_tuned_model_checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.reward_config">
+<span class="sig-name descname"><span class="pre">reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfigDict" title="genai.types.SingleReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Reward function configuration for reinforcement tuning. Reinforcement tuning only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.samples_per_prompt">
+<span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.samples_per_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Number of different responses to generate per prompt during tuning. Reinforcement tuning only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.sft_loss_weight_multiplier">
+<span class="sig-name descname"><span class="pre">sft_loss_weight_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.sft_loss_weight_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier for adjusting the weight of the SFT loss. Distillation only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.thinking_level">
+<span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.thinking_level" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.tuned_model_display_name">
+<span class="sig-name descname"><span class="pre">tuned_model_display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.tuned_model_display_name" title="Link to this definition">¶</a></dt>
+<dd><p>The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.tuned_teacher_model_source">
+<span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
+<dd><p>The resource name of the Tuned teacher model. Distillation only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.tuning_mode">
+<span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.tuning_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Tuning mode for tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.validation_dataset">
+<span class="sig-name descname"><span class="pre">validation_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningValidationDatasetDict" title="genai.types.TuningValidationDatasetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningValidationDatasetDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.validation_dataset" title="Link to this definition">¶</a></dt>
+<dd><p>Validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobConfigDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobConfigDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetResponse</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetResponse" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobParameters</span></span><a class="headerlink" href="#genai.types.CreateTuningJobParameters" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The results from an evaluation run performed by the EvaluationService.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Fine-tuning job creation parameters - optional fields.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateTuningJobParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fine-tuning job creation parameters - optional fields.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;aggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationOutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Aggregation statistics derived from results of EvaluationService.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base model that is being tuned, e.g., \&quot;gemini-2.5-flash\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;trainingDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputInfo&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningDataset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Output info for EvaluationService.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CreateTuningJobConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the tuning job.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AGGREGATION_METRIC_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AVERAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STANDARD_DEVIATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VARIANCE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAXIMUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P90&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P95&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P99&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationMetric&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for the entire dataset and all metrics.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationResult&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;One AggregationResult per metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregationresults&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationDataset&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation &amp; aggregation.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationOutput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for a single metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationMetric&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for bleu metric.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for code execution metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExactMatchMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for exact match metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseMetricResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pairwise metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pointwise metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for rouge metric.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CreateTuningJobConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fine-tuning job creation request - optional fields.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Rouge score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetResponse.aggregation_output" title="genai.types.EvaluateDatasetResponse.aggregation_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aggregation_output</span> <span class="pre">(genai.types.AggregationOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetResponse.output_info" title="genai.types.EvaluateDatasetResponse.output_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_info</span> <span class="pre">(genai.types.OutputInfo</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponse.aggregation_output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aggregation_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AggregationOutput" title="genai.types.AggregationOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">AggregationOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aggregationOutput')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponse.aggregation_output" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Aggregation statistics derived from results of EvaluationService.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponse.output_info">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputInfo" title="genai.types.OutputInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputInfo</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputInfo')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponse.output_info" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Output info for EvaluationService.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetResponseDict</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The results from an evaluation run performed by the EvaluationService.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponseDict.aggregation_output">
-<span class="sig-name descname"><span class="pre">aggregation_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AggregationOutputDict" title="genai.types.AggregationOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AggregationOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponseDict.aggregation_output" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Aggregation statistics derived from results of EvaluationService.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponseDict.output_info">
-<span class="sig-name descname"><span class="pre">output_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputInfoDict" title="genai.types.OutputInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputInfoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponseDict.output_info" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Output info for EvaluationService.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetRun</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetRun" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Evaluate Dataset Run Result for Tuning Job.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetRun&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluate Dataset Run Result for Tuning Job.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error of the evaluation run if any.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;evaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluateDatasetResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Results for EvaluationService.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;evaluationRun&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the evaluation run. Format: `projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationrun&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;operationName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION or REINFORCEMENT_TUNING). If not set, the default method (SFT) will be used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Deprecated: The updated architecture uses evaluation_run instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Operationname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AGGREGATION_METRIC_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AVERAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STANDARD_DEVIATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VARIANCE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAXIMUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P90&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P95&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P99&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationMetric&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for the entire dataset and all metrics.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;validationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationResult&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningValidationDataset&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;One AggregationResult per metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregationresults&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedModelDisplayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationDataset&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation &amp; aggregation.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationOutput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for a single metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodeldisplayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationMetric&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The description of the TuningJob&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for bleu metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for code execution metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExactMatchMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for exact match metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;preTunedModelCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseMetricResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pairwise metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pretunedmodelcheckpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pointwise metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for rouge metric.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode for tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customBaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -70002,39 +69243,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custombasemodel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -70044,102 +69269,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;evaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for the tuning job.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Aggregation statistics derived from results of EvaluationService.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputInfo&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Output info for EvaluationService.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight for KL Divergence regularization, Preference Optimization tuning only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. Distillation only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Distillation only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sftLossWeightMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -70149,182 +69349,123 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the weight of the SFT loss. Distillation only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sftlossweightmultiplier&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the tuning job outputs are written.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;encryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EncryptionSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reward function configuration for reinforcement tuning. Reinforcement tuning only.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning. Reinforcement tuning only.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of different responses to generate per prompt during tuning. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How often at steps to evaluate the tuning job during training. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How often at steps to save checkpoints during training. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of tokens to generate per prompt. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth. Use with earlier models shall result in error. Reinforcement tuning only.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -70334,695 +69475,208 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. If no validation dataset is provided, by default the API splits 25% of the training dataset or 50 examples, whichever is larger, as the validation dataset. Reinforcement tuning only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CreateTuningJobConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EncryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Rouge score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.checkpoint_id" title="genai.types.EvaluateDatasetRun.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.error" title="genai.types.EvaluateDatasetRun.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.GoogleRpcStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.evaluate_dataset_response" title="genai.types.EvaluateDatasetRun.evaluate_dataset_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluate_dataset_response</span> <span class="pre">(genai.types.EvaluateDatasetResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.evaluation_run" title="genai.types.EvaluateDatasetRun.evaluation_run"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluation_run</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.operation_name" title="genai.types.EvaluateDatasetRun.operation_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">operation_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.checkpoint_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.error">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleRpcStatus" title="genai.types.GoogleRpcStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleRpcStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.error" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The error of the evaluation run if any.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.evaluate_dataset_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_dataset_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluateDatasetResponse" title="genai.types.EvaluateDatasetResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluateDatasetResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluateDatasetResponse')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.evaluate_dataset_response" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Results for EvaluationService.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.evaluation_run">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluation_run</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluationRun')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.evaluation_run" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The resource name of the evaluation run. Format: <cite>projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.operation_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">operation_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'operationName')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.operation_name" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Deprecated: The updated architecture uses evaluation_run instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetRunDict</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Evaluate Dataset Run Result for Tuning Job.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.checkpoint_id">
-<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleRpcStatusDict" title="genai.types.GoogleRpcStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleRpcStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.error" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The error of the evaluation run if any.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.evaluate_dataset_response">
-<span class="sig-name descname"><span class="pre">evaluate_dataset_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluateDatasetResponseDict" title="genai.types.EvaluateDatasetResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluateDatasetResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.evaluate_dataset_response" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Results for EvaluationService.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.evaluation_run">
-<span class="sig-name descname"><span class="pre">evaluation_run</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.evaluation_run" title="Link to this definition">¶</a></dt>
-<dd><p><cite>projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Output only. The resource name of the evaluation run. Format</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.operation_name">
-<span class="sig-name descname"><span class="pre">operation_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.operation_name" title="Link to this definition">¶</a></dt>
-<dd><p>The updated architecture uses evaluation_run instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Output only. Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationConfig</span></span><a class="headerlink" href="#genai.types.EvaluationConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Evaluation config for tuning.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
@@ -71387,7 +70041,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -71485,6 +70139,242 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
@@ -71694,6 +70584,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -71883,6 +70784,338 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
@@ -71944,6 +71177,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -72000,6 +71241,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for rouge metric.&quot;</span><span class="p">,</span>
@@ -72450,6 +71701,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
@@ -72652,6 +71984,144 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supervised fine-tuning training dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS URI of the file containing training dataset in JSONL format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexDatasetResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Gemini Enterprise Agent Platform (previously known as Vertex AI) Multimodal Dataset that is used as training dataset. Example: &#39;projects/my-project-id-or-number/locations/my-location/datasets/my-dataset-id&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetresource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;examples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningExample&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline examples with simple input/output text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Examples&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single example for tuning.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The expected model output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;textInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Text model input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textinput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the tuning method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SUPERVISED_FINE_TUNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREFERENCE_TUNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DISTILLATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningValidationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GCS URI of the file containing validation dataset in JSONL format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexDatasetResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Gemini Enterprise Agent Platform (previously known as Vertex AI) Multimodal Dataset that is used as validation dataset. Example: &#39;projects/my-project-id-or-number/locations/my-location/datasets/my-dataset-id&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetresource&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningValidationDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -72812,6 +72282,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
@@ -72878,32 +72361,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.autorater_config" title="genai.types.EvaluationConfig.autorater_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_config</span> <span class="pre">(genai.types.AutoraterConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.inference_generation_config" title="genai.types.EvaluationConfig.inference_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inference_generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.metrics" title="genai.types.EvaluationConfig.metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metrics</span> <span class="pre">(list[genai.types.Metric</span> <span class="pre">|</span> <span class="pre">genai.types.UnifiedMetric]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.output_config" title="genai.types.EvaluationConfig.output_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_config</span> <span class="pre">(genai.types.OutputConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobParameters.base_model" title="genai.types.CreateTuningJobParameters.base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobParameters.config" title="genai.types.CreateTuningJobParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.CreateTuningJobConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CreateTuningJobParameters.training_dataset" title="genai.types.CreateTuningJobParameters.training_dataset"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset</span> <span class="pre">(genai.types.TuningDataset</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfig.autorater_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfig" title="genai.types.AutoraterConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.autorater_config" title="Link to this definition">¶</a></dt>
-<dd><p>Autorater config for evaluation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfig.inference_generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inference_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inferenceGenerationConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.inference_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Generation config for inference.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters.base_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseModel')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParameters.base_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base model that is being tuned, e.g., “gemini-2.5-flash”.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -72914,9 +72383,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfig.metrics">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metrics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[Metric,</span> <span class="pre">UnifiedMetric]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.metrics" title="Link to this definition">¶</a></dt>
-<dd><p>The metrics used for evaluation.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateTuningJobConfig" title="genai.types.CreateTuningJobConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateTuningJobConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParameters.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for the tuning job.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -72927,9 +72396,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfig.output_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputConfig" title="genai.types.OutputConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.output_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for evaluation output.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParameters.training_dataset">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningDataset" title="genai.types.TuningDataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningDataset</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDataset')</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParameters.training_dataset" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -72942,41 +72411,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationConfigDict</span></span><a class="headerlink" href="#genai.types.EvaluationConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CreateTuningJobParametersDict</span></span><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Evaluation config for tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.autorater_config">
-<span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfigDict" title="genai.types.AutoraterConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.autorater_config" title="Link to this definition">¶</a></dt>
-<dd><p>Autorater config for evaluation.</p>
-</dd></dl>
-
+<p>Fine-tuning job creation parameters - optional fields.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.inference_generation_config">
-<span class="sig-name descname"><span class="pre">inference_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.inference_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Generation config for inference.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict.base_model">
+<span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict.base_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base model that is being tuned, e.g., “gemini-2.5-flash”.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.metrics">
-<span class="sig-name descname"><span class="pre">metrics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MetricDict" title="genai.types.MetricDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">MetricDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.UnifiedMetricDict" title="genai.types.UnifiedMetricDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UnifiedMetricDict</span></code></a><span class="pre">]]]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.metrics" title="Link to this definition">¶</a></dt>
-<dd><p>The metrics used for evaluation.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CreateTuningJobConfigDict" title="genai.types.CreateTuningJobConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CreateTuningJobConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for the tuning job.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.output_config">
-<span class="sig-name descname"><span class="pre">output_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputConfigDict" title="genai.types.OutputConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.output_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for evaluation output.</p>
+<dt class="sig sig-object py" id="genai.types.CreateTuningJobParametersDict.training_dataset">
+<span class="sig-name descname"><span class="pre">training_dataset</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningDatasetDict" title="genai.types.TuningDatasetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningDatasetDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CreateTuningJobParametersDict.training_dataset" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EvaluationDataset">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationDataset</span></span><a class="headerlink" href="#genai.types.EvaluationDataset" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionResult</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionResult" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The dataset used for evaluation.</p>
+<p>Result for custom code execution metric.</p>
 <p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
@@ -72984,80 +72447,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -73067,30 +72472,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EvaluationDataset.bigquery_source" title="genai.types.EvaluationDataset.bigquery_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bigquery_source</span> <span class="pre">(genai.types.BigQuerySource</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.EvaluationDataset.gcs_source" title="genai.types.EvaluationDataset.gcs_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_source</span> <span class="pre">(genai.types.GcsSource</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomCodeExecutionResult.score" title="genai.types.CustomCodeExecutionResult.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationDataset.bigquery_source">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bigquery_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BigQuerySource" title="genai.types.BigQuerySource"><code class="xref py py-class docutils literal notranslate"><span class="pre">BigQuerySource</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'bigquerySource')</span></em><a class="headerlink" href="#genai.types.EvaluationDataset.bigquery_source" title="Link to this definition">¶</a></dt>
-<dd><p>BigQuery source holds the dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationDataset.gcs_source">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsSource" title="genai.types.GcsSource"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsSource</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsSource')</span></em><a class="headerlink" href="#genai.types.EvaluationDataset.gcs_source" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.</p>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResult.score">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionResult.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Custom code execution score.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -73103,77 +72494,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EvaluationDatasetDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationDatasetDict</span></span><a class="headerlink" href="#genai.types.EvaluationDatasetDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionResultDict</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionResultDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The dataset used for evaluation.</p>
+<p>Result for custom code execution metric.</p>
 <p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationDatasetDict.bigquery_source">
-<span class="sig-name descname"><span class="pre">bigquery_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BigQuerySourceDict" title="genai.types.BigQuerySourceDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BigQuerySourceDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationDatasetDict.bigquery_source" title="Link to this definition">¶</a></dt>
-<dd><p>BigQuery source holds the dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationDatasetDict.gcs_source">
-<span class="sig-name descname"><span class="pre">gcs_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsSourceDict" title="genai.types.GcsSourceDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsSourceDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationDatasetDict.gcs_source" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.</p>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionResultDict.score">
+<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionResultDict.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Custom code execution score.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfig</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionSpec</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for parsing LLM responses.</p>
-<p>It can be used to parse the LLM response to be evaluated, or the LLM response
-from LLM-based metrics/Autoraters. This data type is not supported in Gemini
-API.</p>
+<p>Specifies a metric that is computed by running user-defined Python functions remotely.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -73183,16 +72556,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EvaluationParserConfig.custom_code_parser_config" title="genai.types.EvaluationParserConfig.custom_code_parser_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_code_parser_config</span> <span class="pre">(genai.types.EvaluationParserConfigCustomCodeParserConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomCodeExecutionSpec.code_execution_region" title="genai.types.CustomCodeExecutionSpec.code_execution_region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_execution_region</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomCodeExecutionSpec.evaluation_function" title="genai.types.CustomCodeExecutionSpec.evaluation_function"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluation_function</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfig.custom_code_parser_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_code_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig" title="genai.types.EvaluationParserConfigCustomCodeParserConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customCodeParserConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfig.custom_code_parser_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Use custom code to parse the LLM response.</p>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpec.code_execution_region">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution_region</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'codeExecutionRegion')</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionSpec.code_execution_region" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request’s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request’s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -73202,55 +72576,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfigCustomCodeParserConfig</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for parsing the LLM response using custom code.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function" title="genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parsing_function</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parsing_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parsingFunction')</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { “content”: {“property”: {“description”: “The response is factual.”}}, “type”: “FACTUALITY”, “importance”: “HIGH” }, { “content”: {“property”: {“description”: “The response is fluent.”}}, “type”: “FLUENCY”, “importance”: “MEDIUM” } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { “score”: 0.8, “explanation”: “The model followed most instructions.”, “rubric_verdicts”: […] } … code for result extraction and aggregation</p>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpec.evaluation_function">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluation_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluationFunction')</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionSpec.evaluation_function" title="Link to this definition">¶</a></dt>
+<dd><p>A string representing a user-defined function for evaluation.
+Expected user to define the following function, e.g.:</p>
+<blockquote>
+<div><p>def evaluate(instance: dict[str, Any]) -&gt; float:</p>
+</div></blockquote>
+<p>Please include this function signature in the code snippet.
+Instance is the evaluation instance, any fields populated in the instance
+are available to the function as instance[field_name].</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -73263,159 +72599,91 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomCodeExecutionSpecDict</span></span><a class="headerlink" href="#genai.types.CustomCodeExecutionSpecDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for parsing the LLM response using custom code.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Specifies a metric that is computed by running user-defined Python functions remotely.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function">
-<span class="sig-name descname"><span class="pre">parsing_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function" title="Link to this definition">¶</a></dt>
-<dd><p>list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { “content”: {“property”: {“description”: “The response is factual.”}}, “type”: “FACTUALITY”, “importance”: “HIGH” }, { “content”: {“property”: {“description”: “The response is fluent.”}}, “type”: “FLUENCY”, “importance”: “MEDIUM” } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { “score”: 0.8, “explanation”: “The model followed most instructions.”, “rubric_verdicts”: […] } … code for result extraction and aggregation</p>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpecDict.code_execution_region">
+<span class="sig-name descname"><span class="pre">code_execution_region</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionSpecDict.code_execution_region" title="Link to this definition">¶</a></dt>
+<dd><p>northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request’s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>def parse(responses</p>
+<dd class="field-odd"><p>Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request’s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions</p>
 </dd>
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfigDict</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for parsing LLM responses.</p>
-<p>It can be used to parse the LLM response to be evaluated, or the LLM response
-from LLM-based metrics/Autoraters. This data type is not supported in Gemini
-API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigDict.custom_code_parser_config">
-<span class="sig-name descname"><span class="pre">custom_code_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict" title="genai.types.EvaluationParserConfigCustomCodeParserConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigDict.custom_code_parser_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Use custom code to parse the LLM response.</p>
+<dt class="sig sig-object py" id="genai.types.CustomCodeExecutionSpecDict.evaluation_function">
+<span class="sig-name descname"><span class="pre">evaluation_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomCodeExecutionSpecDict.evaluation_function" title="Link to this definition">¶</a></dt>
+<dd><p>A string representing a user-defined function for evaluation.
+Expected user to define the following function, e.g.:</p>
+<blockquote>
+<div><p>def evaluate(instance: dict[str, Any]) -&gt; float:</p>
+</div></blockquote>
+<p>Please include this function signature in the code snippet.
+Instance is the evaluation instance, any fields populated in the instance
+are available to the function as instance[field_name].</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValue">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExactMatchMetricValue</span></span><a class="headerlink" href="#genai.types.ExactMatchMetricValue" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomMetadata</span></span><a class="headerlink" href="#genai.types.CustomMetadata" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Exact match metric value for an instance.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>User provided metadata stored as key-value pairs.</p>
+<p>This data type is not supported in Vertex AI.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ExactMatchMetricValue.score" title="genai.types.ExactMatchMetricValue.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValue.score">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExactMatchMetricValue.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Exact match score.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValueDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExactMatchMetricValueDict</span></span><a class="headerlink" href="#genai.types.ExactMatchMetricValueDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Exact match metric value for an instance.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValueDict.score">
-<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExactMatchMetricValueDict.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Exact match score.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ExecutableCode">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExecutableCode</span></span><a class="headerlink" href="#genai.types.ExecutableCode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Code generated by the model that is meant to be executed, and the result returned to the model.</p>
-<p>Generated when using the <cite>CodeExecution</cite> tool, in which the code will be
-automatically executed, and a corresponding CodeExecutionResult will also be
-generated.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -73425,19 +72693,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -73447,18 +72730,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ExecutableCode.code" title="genai.types.ExecutableCode.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExecutableCode.id" title="genai.types.ExecutableCode.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExecutableCode.language" title="genai.types.ExecutableCode.language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language</span> <span class="pre">(genai.types.Language</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomMetadata.key" title="genai.types.CustomMetadata.key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomMetadata.numeric_value" title="genai.types.CustomMetadata.numeric_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numeric_value</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomMetadata.string_list_value" title="genai.types.CustomMetadata.string_list_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_list_value</span> <span class="pre">(genai.types.StringList</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomMetadata.string_value" title="genai.types.CustomMetadata.string_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_value</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExecutableCode.code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExecutableCode.code" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The code to be executed.</p>
+<dt class="sig sig-object py" id="genai.types.CustomMetadata.key">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.CustomMetadata.key" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The key of the metadata to store.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -73469,9 +72753,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExecutableCode.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExecutableCode.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Unique identifier of the <cite>ExecutableCode</cite> part. The server returns the <cite>CodeExecutionResult</cite> with the matching <cite>id</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.CustomMetadata.numeric_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numericValue')</span></em><a class="headerlink" href="#genai.types.CustomMetadata.numeric_value" title="Link to this definition">¶</a></dt>
+<dd><p>The numeric value of the metadata to store.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -73482,9 +72766,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExecutableCode.language">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Language" title="genai.types.Language"><code class="xref py py-class docutils literal notranslate"><span class="pre">Language</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExecutableCode.language" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Programming language of the <cite>code</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.CustomMetadata.string_list_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StringList" title="genai.types.StringList"><code class="xref py py-class docutils literal notranslate"><span class="pre">StringList</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringListValue')</span></em><a class="headerlink" href="#genai.types.CustomMetadata.string_list_value" title="Link to this definition">¶</a></dt>
+<dd><p>The StringList value of the metadata to store.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CustomMetadata.string_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringValue')</span></em><a class="headerlink" href="#genai.types.CustomMetadata.string_value" title="Link to this definition">¶</a></dt>
+<dd><p>The string value of the metadata to store.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -73497,122 +72794,989 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExecutableCodeDict</span></span><a class="headerlink" href="#genai.types.ExecutableCodeDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomMetadataDict</span></span><a class="headerlink" href="#genai.types.CustomMetadataDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Code generated by the model that is meant to be executed, and the result returned to the model.</p>
-<p>Generated when using the <cite>CodeExecution</cite> tool, in which the code will be
-automatically executed, and a corresponding CodeExecutionResult will also be
-generated.</p>
+<p>User provided metadata stored as key-value pairs.</p>
+<p>This data type is not supported in Vertex AI.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict.code">
-<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExecutableCodeDict.code" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The code to be executed.</p>
+<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.key">
+<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.key" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The key of the metadata to store.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict.id">
-<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExecutableCodeDict.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Unique identifier of the <cite>ExecutableCode</cite> part. The server returns the <cite>CodeExecutionResult</cite> with the matching <cite>id</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.numeric_value">
+<span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.numeric_value" title="Link to this definition">¶</a></dt>
+<dd><p>The numeric value of the metadata to store.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict.language">
-<span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Language" title="genai.types.Language"><code class="xref py py-class docutils literal notranslate"><span class="pre">Language</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExecutableCodeDict.language" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Programming language of the <cite>code</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.string_list_value">
+<span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StringListDict" title="genai.types.StringListDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">StringListDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.string_list_value" title="Link to this definition">¶</a></dt>
+<dd><p>The StringList value of the metadata to store.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CustomMetadataDict.string_value">
+<span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomMetadataDict.string_value" title="Link to this definition">¶</a></dt>
+<dd><p>The string value of the metadata to store.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ExternalApi">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApi</span></span><a class="headerlink" href="#genai.types.ExternalApi" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.CustomOutput">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutput</span></span><a class="headerlink" href="#genai.types.CustomOutput" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Retrieve from data source powered by external API for grounding.</p>
-<p>The external API is not owned by Google, but need to follow the pre-defined
-API spec. This data type is not supported in Gemini API.</p>
+<p>Spec for custom output. This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CustomOutput.raw_outputs" title="genai.types.CustomOutput.raw_outputs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">raw_outputs</span> <span class="pre">(genai.types.RawOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CustomOutput.raw_outputs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">raw_outputs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RawOutput" title="genai.types.RawOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">RawOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rawOutputs')</span></em><a class="headerlink" href="#genai.types.CustomOutput.raw_outputs" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. List of raw output strings.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CustomOutputDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutputDict</span></span><a class="headerlink" href="#genai.types.CustomOutputDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Spec for custom output. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CustomOutputDict.raw_outputs">
+<span class="sig-name descname"><span class="pre">raw_outputs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RawOutputDict" title="genai.types.RawOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RawOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomOutputDict.raw_outputs" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. List of raw output strings.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutputFormatConfig</span></span><a class="headerlink" href="#genai.types.CustomOutputFormatConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for custom output format.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CustomOutputFormatConfig.return_raw_output" title="genai.types.CustomOutputFormatConfig.return_raw_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">return_raw_output</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfig.return_raw_output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'returnRawOutput')</span></em><a class="headerlink" href="#genai.types.CustomOutputFormatConfig.return_raw_output" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether to return raw output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomOutputFormatConfigDict</span></span><a class="headerlink" href="#genai.types.CustomOutputFormatConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for custom output format.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CustomOutputFormatConfigDict.return_raw_output">
+<span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomOutputFormatConfigDict.return_raw_output" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether to return raw output.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.CustomizedAvatar">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomizedAvatar</span></span><a class="headerlink" href="#genai.types.CustomizedAvatar" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configures the customized avatar to be used in the session.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.CustomizedAvatar.image_data" title="genai.types.CustomizedAvatar.image_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_data</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.CustomizedAvatar.image_mime_type" title="genai.types.CustomizedAvatar.image_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CustomizedAvatar.image_data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageData')</span></em><a class="headerlink" href="#genai.types.CustomizedAvatar.image_data" title="Link to this definition">¶</a></dt>
+<dd><p>The data of the reference image. The dimensions of the reference
+image should be 9:16 (portrait) with a minimum resolution of 704x1280.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.CustomizedAvatar.image_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageMimeType')</span></em><a class="headerlink" href="#genai.types.CustomizedAvatar.image_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>The mime type of the reference image, e.g., “image/jpeg”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.CustomizedAvatarDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">CustomizedAvatarDict</span></span><a class="headerlink" href="#genai.types.CustomizedAvatarDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configures the customized avatar to be used in the session.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CustomizedAvatarDict.image_data">
+<span class="sig-name descname"><span class="pre">image_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomizedAvatarDict.image_data" title="Link to this definition">¶</a></dt>
+<dd><p>The data of the reference image. The dimensions of the reference
+image should be 9:16 (portrait) with a minimum resolution of 704x1280.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.CustomizedAvatarDict.image_mime_type">
+<span class="sig-name descname"><span class="pre">image_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.CustomizedAvatarDict.image_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>The mime type of the reference image, e.g., “image/jpeg”.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistribution</span></span><a class="headerlink" href="#genai.types.DatasetDistribution" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Distribution computed over a tuning dataset.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.buckets" title="genai.types.DatasetDistribution.buckets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">buckets</span> <span class="pre">(list[genai.types.DatasetDistributionDistributionBucket]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.max" title="genai.types.DatasetDistribution.max"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.mean" title="genai.types.DatasetDistribution.mean"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mean</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.median" title="genai.types.DatasetDistribution.median"><code class="xref py py-obj docutils literal notranslate"><span class="pre">median</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.min" title="genai.types.DatasetDistribution.min"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.p5" title="genai.types.DatasetDistribution.p5"><code class="xref py py-obj docutils literal notranslate"><span class="pre">p5</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.p95" title="genai.types.DatasetDistribution.p95"><code class="xref py py-obj docutils literal notranslate"><span class="pre">p95</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistribution.sum" title="genai.types.DatasetDistribution.sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.buckets">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">buckets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket" title="genai.types.DatasetDistributionDistributionBucket"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDistributionBucket</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.buckets" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Defines the histogram bucket.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.max">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.max" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The maximum of the population values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.mean">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mean</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.mean" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The arithmetic mean of the values in the population.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.median">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">median</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.median" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The median of the values in the population.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.min">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.min" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The minimum of the population values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.p5">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">p5</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.p5" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The 5th percentile of the values in the population.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.p95">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">p95</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.p95" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The 95th percentile of the values in the population.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistribution.sum">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistribution.sum" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sum of a given population of values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistributionDict</span></span><a class="headerlink" href="#genai.types.DatasetDistributionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Distribution computed over a tuning dataset.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.buckets">
+<span class="sig-name descname"><span class="pre">buckets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucketDict" title="genai.types.DatasetDistributionDistributionBucketDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDistributionBucketDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.buckets" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Defines the histogram bucket.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.max">
+<span class="sig-name descname"><span class="pre">max</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.max" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The maximum of the population values.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.mean">
+<span class="sig-name descname"><span class="pre">mean</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.mean" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The arithmetic mean of the values in the population.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.median">
+<span class="sig-name descname"><span class="pre">median</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.median" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The median of the values in the population.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.min">
+<span class="sig-name descname"><span class="pre">min</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.min" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The minimum of the population values.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.p5">
+<span class="sig-name descname"><span class="pre">p5</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.p5" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The 5th percentile of the values in the population.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.p95">
+<span class="sig-name descname"><span class="pre">p95</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.p95" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The 95th percentile of the values in the population.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDict.sum">
+<span class="sig-name descname"><span class="pre">sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDict.sum" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sum of a given population of values.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistributionDistributionBucket</span></span><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Dataset bucket used to create a histogram for the distribution given a population of values.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket.count" title="genai.types.DatasetDistributionDistributionBucket.count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket.left" title="genai.types.DatasetDistributionDistributionBucket.left"><code class="xref py py-obj docutils literal notranslate"><span class="pre">left</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetDistributionDistributionBucket.right" title="genai.types.DatasetDistributionDistributionBucket.right"><code class="xref py py-obj docutils literal notranslate"><span class="pre">right</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket.count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket.count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of values in the bucket.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket.left">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket.left" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Left bound of the bucket.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucket.right">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">right</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucket.right" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Right bound of the bucket.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetDistributionDistributionBucketDict</span></span><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Dataset bucket used to create a histogram for the distribution given a population of values.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict.count">
+<span class="sig-name descname"><span class="pre">count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict.count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of values in the bucket.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict.left">
+<span class="sig-name descname"><span class="pre">left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict.left" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Left bound of the bucket.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetDistributionDistributionBucketDict.right">
+<span class="sig-name descname"><span class="pre">right</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetDistributionDistributionBucketDict.right" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Right bound of the bucket.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DatasetStats">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetStats</span></span><a class="headerlink" href="#genai.types.DatasetStats" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Statistics computed over a tuning dataset.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -73956,13 +74120,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -73970,23 +74145,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -73996,674 +74171,386 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ExternalApi.api_auth" title="genai.types.ExternalApi.api_auth"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_auth</span> <span class="pre">(genai.types.ApiAuth</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApi.api_spec" title="genai.types.ExternalApi.api_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_spec</span> <span class="pre">(genai.types.ApiSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApi.auth_config" title="genai.types.ExternalApi.auth_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auth_config</span> <span class="pre">(genai.types.AuthConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApi.elastic_search_params" title="genai.types.ExternalApi.elastic_search_params"><code class="xref py py-obj docutils literal notranslate"><span class="pre">elastic_search_params</span> <span class="pre">(genai.types.ExternalApiElasticSearchParams</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApi.endpoint" title="genai.types.ExternalApi.endpoint"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoint</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApi.simple_search_params" title="genai.types.ExternalApi.simple_search_params"><code class="xref py py-obj docutils literal notranslate"><span class="pre">simple_search_params</span> <span class="pre">(genai.types.ExternalApiSimpleSearchParams</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApi.api_auth">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_auth</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiAuth" title="genai.types.ApiAuth"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiAuth</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiAuth')</span></em><a class="headerlink" href="#genai.types.ExternalApi.api_auth" title="Link to this definition">¶</a></dt>
-<dd><p>The authentication config to access the API. Deprecated. Please use auth_config instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApi.api_spec">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiSpec" title="genai.types.ApiSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiSpec')</span></em><a class="headerlink" href="#genai.types.ExternalApi.api_spec" title="Link to this definition">¶</a></dt>
-<dd><p>The API spec that the external API implements.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApi.auth_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfig" title="genai.types.AuthConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'authConfig')</span></em><a class="headerlink" href="#genai.types.ExternalApi.auth_config" title="Link to this definition">¶</a></dt>
-<dd><p>The authentication config to access the API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApi.elastic_search_params">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">elastic_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams" title="genai.types.ExternalApiElasticSearchParams"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiElasticSearchParams</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'elasticSearchParams')</span></em><a class="headerlink" href="#genai.types.ExternalApi.elastic_search_params" title="Link to this definition">¶</a></dt>
-<dd><p>Parameters for the elastic search API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApi.endpoint">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExternalApi.endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: <a class="reference external" href="https://acme.com:443/search">https://acme.com:443/search</a></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApi.simple_search_params">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">simple_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiSimpleSearchParams" title="genai.types.ExternalApiSimpleSearchParams"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiSimpleSearchParams</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'simpleSearchParams')</span></em><a class="headerlink" href="#genai.types.ExternalApi.simple_search_params" title="Link to this definition">¶</a></dt>
-<dd><p>Parameters for the simple search API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiDict</span></span><a class="headerlink" href="#genai.types.ExternalApiDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Retrieve from data source powered by external API for grounding.</p>
-<p>The external API is not owned by Google, but need to follow the pre-defined
-API spec. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict.api_auth">
-<span class="sig-name descname"><span class="pre">api_auth</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiAuthDict" title="genai.types.ApiAuthDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiAuthDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.api_auth" title="Link to this definition">¶</a></dt>
-<dd><p>The authentication config to access the API. Deprecated. Please use auth_config instead.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict.api_spec">
-<span class="sig-name descname"><span class="pre">api_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiSpec" title="genai.types.ApiSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiSpec</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.api_spec" title="Link to this definition">¶</a></dt>
-<dd><p>The API spec that the external API implements.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict.auth_config">
-<span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfigDict" title="genai.types.AuthConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.auth_config" title="Link to this definition">¶</a></dt>
-<dd><p>The authentication config to access the API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict.elastic_search_params">
-<span class="sig-name descname"><span class="pre">elastic_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParamsDict" title="genai.types.ExternalApiElasticSearchParamsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiElasticSearchParamsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.elastic_search_params" title="Link to this definition">¶</a></dt>
-<dd><p>Parameters for the elastic search API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict.endpoint">
-<span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>//acme.com:443/search</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>https</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiDict.simple_search_params">
-<span class="sig-name descname"><span class="pre">simple_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiSimpleSearchParamsDict" title="genai.types.ExternalApiSimpleSearchParamsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiSimpleSearchParamsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.simple_search_params" title="Link to this definition">¶</a></dt>
-<dd><p>Parameters for the simple search API.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiElasticSearchParams</span></span><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The search parameters to use for the ELASTIC_SEARCH spec.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams.index" title="genai.types.ExternalApiElasticSearchParams.index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">index</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams.num_hits" title="genai.types.ExternalApiElasticSearchParams.num_hits"><code class="xref py py-obj docutils literal notranslate"><span class="pre">num_hits</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams.search_template" title="genai.types.ExternalApiElasticSearchParams.search_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">search_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams.index">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams.index" title="Link to this definition">¶</a></dt>
-<dd><p>The ElasticSearch index to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams.num_hits">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_hits</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numHits')</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams.num_hits" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the <cite>num_hits</cite> param.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams.search_template">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'searchTemplate')</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams.search_template" title="Link to this definition">¶</a></dt>
-<dd><p>The ElasticSearch search template to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiElasticSearchParamsDict</span></span><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The search parameters to use for the ELASTIC_SEARCH spec.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict.index">
-<span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict.index" title="Link to this definition">¶</a></dt>
-<dd><p>The ElasticSearch index to use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict.num_hits">
-<span class="sig-name descname"><span class="pre">num_hits</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict.num_hits" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the <cite>num_hits</cite> param.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict.search_template">
-<span class="sig-name descname"><span class="pre">search_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict.search_template" title="Link to this definition">¶</a></dt>
-<dd><p>The ElasticSearch search template to use.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ExternalApiSimpleSearchParams">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiSimpleSearchParams</span></span><a class="headerlink" href="#genai.types.ExternalApiSimpleSearchParams" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The search parameters to use for SIMPLE_SEARCH spec.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ExternalApiSimpleSearchParamsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiSimpleSearchParamsDict</span></span><a class="headerlink" href="#genai.types.ExternalApiSimpleSearchParamsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The search parameters to use for SIMPLE_SEARCH spec.</p>
-<p>This data type is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FeatureSelectionPreference</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FeatureSelectionPreference" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Options for feature selection preference.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.BALANCED">
-<span class="sig-name descname"><span class="pre">BALANCED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BALANCED'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.BALANCED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.FEATURE_SELECTION_PREFERENCE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">FEATURE_SELECTION_PREFERENCE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FEATURE_SELECTION_PREFERENCE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.FEATURE_SELECTION_PREFERENCE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.PRIORITIZE_COST">
-<span class="sig-name descname"><span class="pre">PRIORITIZE_COST</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PRIORITIZE_COST'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.PRIORITIZE_COST" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.PRIORITIZE_QUALITY">
-<span class="sig-name descname"><span class="pre">PRIORITIZE_QUALITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PRIORITIZE_QUALITY'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.PRIORITIZE_QUALITY" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FetchPredictOperationConfig</span></span><a class="headerlink" href="#genai.types.FetchPredictOperationConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FetchPredictOperationConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FetchPredictOperationConfig.http_options" title="genai.types.FetchPredictOperationConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.FetchPredictOperationConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FetchPredictOperationConfigDict</span></span><a class="headerlink" href="#genai.types.FetchPredictOperationConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FetchPredictOperationConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.File">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">File</span></span><a class="headerlink" href="#genai.types.File" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A file uploaded to the API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -74672,10 +74559,29 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -74685,148 +74591,56179 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.contents_per_example_distribution" title="genai.types.DatasetStats.contents_per_example_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents_per_example_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.dropped_example_indices" title="genai.types.DatasetStats.dropped_example_indices"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_indices</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.dropped_example_reasons" title="genai.types.DatasetStats.dropped_example_reasons"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_reasons</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples" title="genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reinforcement_tuning_user_dataset_examples</span> <span class="pre">(genai.types.ReinforcementTuningUserDatasetExamples</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.total_billable_character_count" title="genai.types.DatasetStats.total_billable_character_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_billable_character_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.total_billable_token_count" title="genai.types.DatasetStats.total_billable_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_billable_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.total_tuning_character_count" title="genai.types.DatasetStats.total_tuning_character_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_tuning_character_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.tuning_dataset_example_count" title="genai.types.DatasetStats.tuning_dataset_example_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_dataset_example_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.tuning_step_count" title="genai.types.DatasetStats.tuning_step_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_step_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_dataset_examples" title="genai.types.DatasetStats.user_dataset_examples"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_dataset_examples</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_input_token_distribution" title="genai.types.DatasetStats.user_input_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_input_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_message_per_example_distribution" title="genai.types.DatasetStats.user_message_per_example_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_message_per_example_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DatasetStats.user_output_token_distribution" title="genai.types.DatasetStats.user_output_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_output_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.contents_per_example_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'contentsPerExampleDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.contents_per_example_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the number of contents per example.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.dropped_example_indices">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleIndices')</span></em><a class="headerlink" href="#genai.types.DatasetStats.dropped_example_indices" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.dropped_example_reasons">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleReasons')</span></em><a class="headerlink" href="#genai.types.DatasetStats.dropped_example_reasons" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reinforcement_tuning_user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningUserDatasetExamples" title="genai.types.ReinforcementTuningUserDatasetExamples"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningUserDatasetExamples</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reinforcementTuningUserDatasetExamples')</span></em><a class="headerlink" href="#genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.total_billable_character_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalBillableCharacterCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.total_billable_character_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of billable characters in the tuning dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.total_billable_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalBillableTokenCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.total_billable_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.total_tuning_character_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_tuning_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTuningCharacterCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.total_tuning_character_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of tuning characters in the tuning dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.tuning_dataset_example_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningDatasetExampleCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of examples in the tuning dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.tuning_step_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningStepCount')</span></em><a class="headerlink" href="#genai.types.DatasetStats.tuning_step_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.user_dataset_examples">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userDatasetExamples')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_dataset_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sample user messages in the training dataset uri.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.user_input_token_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userInputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_input_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user input tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.user_message_per_example_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_message_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userMessagePerExampleDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_message_per_example_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the messages per example.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DatasetStats.user_output_token_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userOutputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.DatasetStats.user_output_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user output tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DatasetStatsDict</span></span><a class="headerlink" href="#genai.types.DatasetStatsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Statistics computed over a tuning dataset.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.contents_per_example_distribution">
+<span class="sig-name descname"><span class="pre">contents_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.contents_per_example_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the number of contents per example.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.dropped_example_indices">
+<span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.dropped_example_indices" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.dropped_example_reasons">
+<span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.dropped_example_reasons" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.reinforcement_tuning_user_dataset_examples">
+<span class="sig-name descname"><span class="pre">reinforcement_tuning_user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningUserDatasetExamplesDict" title="genai.types.ReinforcementTuningUserDatasetExamplesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningUserDatasetExamplesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.reinforcement_tuning_user_dataset_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.total_billable_character_count">
+<span class="sig-name descname"><span class="pre">total_billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.total_billable_character_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of billable characters in the tuning dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.total_billable_token_count">
+<span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.total_billable_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.total_tuning_character_count">
+<span class="sig-name descname"><span class="pre">total_tuning_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.total_tuning_character_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of tuning characters in the tuning dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.tuning_dataset_example_count">
+<span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of examples in the tuning dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.tuning_step_count">
+<span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.tuning_step_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_dataset_examples">
+<span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_dataset_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sample user messages in the training dataset uri.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_input_token_distribution">
+<span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_input_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user input tokens.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_message_per_example_distribution">
+<span class="sig-name descname"><span class="pre">user_message_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_message_per_example_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the messages per example.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DatasetStatsDict.user_output_token_distribution">
+<span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DatasetStatsDict.user_output_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user output tokens.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteBatchJobConfig</span></span><a class="headerlink" href="#genai.types.DeleteBatchJobConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for models.get method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteBatchJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for models.get method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteBatchJobConfig.http_options" title="genai.types.DeleteBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteBatchJobConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for models.get method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteBatchJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentConfig</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for caches.delete method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteCachedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for caches.delete method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteCachedContentConfig.http_options" title="genai.types.DeleteCachedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for caches.delete method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentResponse</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Empty response for caches.delete method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteCachedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Empty response for caches.delete method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteCachedContentResponse.sdk_http_response" title="genai.types.DeleteCachedContentResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteCachedContentResponseDict</span></span><a class="headerlink" href="#genai.types.DeleteCachedContentResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Empty response for caches.delete method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteCachedContentResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteCachedContentResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteDocumentConfig</span></span><a class="headerlink" href="#genai.types.DeleteDocumentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for optional parameters.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteDocumentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for optional parameters.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;force&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, any `Chunk`s and objects related to this `Document` will\n      also be deleted.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Force&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteDocumentConfig.force" title="genai.types.DeleteDocumentConfig.force"><code class="xref py py-obj docutils literal notranslate"><span class="pre">force</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DeleteDocumentConfig.http_options" title="genai.types.DeleteDocumentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfig.force">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfig.force" title="Link to this definition">¶</a></dt>
+<dd><p>If set to true, any <cite>Chunk`s and objects related to this `Document</cite> will
+also be deleted.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteDocumentConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteDocumentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for optional parameters.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfigDict.force">
+<span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfigDict.force" title="Link to this definition">¶</a></dt>
+<dd><p>If set to true, any <cite>Chunk`s and objects related to this `Document</cite> will
+also be deleted.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteDocumentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteDocumentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteFileConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileConfig</span></span><a class="headerlink" href="#genai.types.DeleteFileConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Used to override the default configuration.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteFileConfig.http_options" title="genai.types.DeleteFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteFileConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteFileConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteFileConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteFileConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Used to override the default configuration.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteFileConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteFileResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileResponse</span></span><a class="headerlink" href="#genai.types.DeleteFileResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the delete file method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteFileResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the delete file method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteFileResponse.sdk_http_response" title="genai.types.DeleteFileResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteFileResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteFileResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteFileResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileResponseDict</span></span><a class="headerlink" href="#genai.types.DeleteFileResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for the delete file method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteFileResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileSearchStoreConfig</span></span><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for deleting a FileSearchStore.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteFileSearchStoreConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for deleting a FileSearchStore.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;force&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set to true, any Documents and objects related to this FileSearchStore will also be deleted.\n      If false (the default), a FAILED_PRECONDITION error will be returned if\n      the FileSearchStore contains any Documents.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Force&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteFileSearchStoreConfig.force" title="genai.types.DeleteFileSearchStoreConfig.force"><code class="xref py py-obj docutils literal notranslate"><span class="pre">force</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DeleteFileSearchStoreConfig.http_options" title="genai.types.DeleteFileSearchStoreConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfig.force">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfig.force" title="Link to this definition">¶</a></dt>
+<dd><p>If set to true, any Documents and objects related to this FileSearchStore will also be deleted.
+If false (the default), a FAILED_PRECONDITION error will be returned if
+the FileSearchStore contains any Documents.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteFileSearchStoreConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for deleting a FileSearchStore.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfigDict.force">
+<span class="sig-name descname"><span class="pre">force</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfigDict.force" title="Link to this definition">¶</a></dt>
+<dd><p>If set to true, any Documents and objects related to this FileSearchStore will also be deleted.
+If false (the default), a FAILED_PRECONDITION error will be returned if
+the FileSearchStore contains any Documents.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteFileSearchStoreConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteFileSearchStoreConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteModelConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelConfig</span></span><a class="headerlink" href="#genai.types.DeleteModelConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for deleting a tuned model.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteModelConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for deleting a tuned model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteModelConfig.http_options" title="genai.types.DeleteModelConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteModelConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DeleteModelConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteModelConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelConfigDict</span></span><a class="headerlink" href="#genai.types.DeleteModelConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for deleting a tuned model.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteModelConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteModelConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteModelResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelResponse</span></span><a class="headerlink" href="#genai.types.DeleteModelResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteModelResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteModelResponse.sdk_http_response" title="genai.types.DeleteModelResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteModelResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteModelResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteModelResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteModelResponseDict</span></span><a class="headerlink" href="#genai.types.DeleteModelResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteModelResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteModelResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJob">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteResourceJob</span></span><a class="headerlink" href="#genai.types.DeleteResourceJob" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The return value of delete operation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DeleteResourceJob&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The return value of delete operation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.done" title="genai.types.DeleteResourceJob.done"><code class="xref py py-obj docutils literal notranslate"><span class="pre">done</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.error" title="genai.types.DeleteResourceJob.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.JobError</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.name" title="genai.types.DeleteResourceJob.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DeleteResourceJob.sdk_http_response" title="genai.types.DeleteResourceJob.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.done">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.done" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.error">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobError" title="genai.types.JobError"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobError</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.error" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.name" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJob.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.DeleteResourceJob.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DeleteResourceJobDict</span></span><a class="headerlink" href="#genai.types.DeleteResourceJobDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The return value of delete operation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.done">
+<span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.done" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobErrorDict" title="genai.types.JobErrorDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobErrorDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.error" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.name" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DeleteResourceJobDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DeleteResourceJobDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.Delivery">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Delivery</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Delivery" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Delivery mode for the generated content.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Delivery.DELIVERY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">DELIVERY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DELIVERY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Delivery.DELIVERY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Default value. This value is unused.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Delivery.INLINE">
+<span class="sig-name descname"><span class="pre">INLINE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'INLINE'</span></em><a class="headerlink" href="#genai.types.Delivery.INLINE" title="Link to this definition">¶</a></dt>
+<dd><p>Generated bytes are returned inline in the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Delivery.URI">
+<span class="sig-name descname"><span class="pre">URI</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'URI'</span></em><a class="headerlink" href="#genai.types.Delivery.URI" title="Link to this definition">¶</a></dt>
+<dd><p>Generated content is stored and a URI is returned.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DistillationDataStats">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationDataStats</span></span><a class="headerlink" href="#genai.types.DistillationDataStats" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Statistics for distillation prompt dataset.</p>
+<p>These statistics do not include the responses sampled from the teacher model.
+This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationDataStats&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics for distillation prompt dataset.\n\nThese statistics do not include the responses sampled from the teacher model.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;trainingDatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics computed for the training dataset.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DistillationDataStats.training_dataset_stats" title="genai.types.DistillationDataStats.training_dataset_stats"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_stats</span> <span class="pre">(genai.types.DatasetStats</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationDataStats.training_dataset_stats">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_stats</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetStats" title="genai.types.DatasetStats"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetStats</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetStats')</span></em><a class="headerlink" href="#genai.types.DistillationDataStats.training_dataset_stats" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Statistics computed for the training dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DistillationDataStatsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationDataStatsDict</span></span><a class="headerlink" href="#genai.types.DistillationDataStatsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Statistics for distillation prompt dataset.</p>
+<p>These statistics do not include the responses sampled from the teacher model.
+This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationDataStatsDict.training_dataset_stats">
+<span class="sig-name descname"><span class="pre">training_dataset_stats</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetStatsDict" title="genai.types.DatasetStatsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetStatsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationDataStatsDict.training_dataset_stats" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Statistics computed for the training dataset.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationHyperParameters</span></span><a class="headerlink" href="#genai.types.DistillationHyperParameters" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Distillation hyperparameters for tuning.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.adapter_size" title="genai.types.DistillationHyperParameters.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.batch_size" title="genai.types.DistillationHyperParameters.batch_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.epoch_count" title="genai.types.DistillationHyperParameters.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.generation_config" title="genai.types.DistillationHyperParameters.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.learning_rate" title="genai.types.DistillationHyperParameters.learning_rate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationHyperParameters.learning_rate_multiplier" title="genai.types.DistillationHyperParameters.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.adapter_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>The size of the adapter. Can be ‘small’, ‘medium’, or ‘large’.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.batch_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchSize')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.batch_size" title="Link to this definition">¶</a></dt>
+<dd><p>Batch size for tuning. This feature is only available for open
+source models.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.epoch_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of complete passes the model makes over the entire training dataset
+during training.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Generation config for Distillation teacher model sampling. Only the
+following fields are supported for distillation teacher samplings:
+- temperature
+- top_p
+- top_k
+- candidate_count
+- thinking_config</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.learning_rate">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRate')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.learning_rate" title="Link to this definition">¶</a></dt>
+<dd><p>The learning rate for distillation tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParameters.learning_rate_multiplier">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.DistillationHyperParameters.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier for adjusting the default learning rate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationHyperParametersDict</span></span><a class="headerlink" href="#genai.types.DistillationHyperParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Distillation hyperparameters for tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.adapter_size">
+<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>The size of the adapter. Can be ‘small’, ‘medium’, or ‘large’.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.batch_size">
+<span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.batch_size" title="Link to this definition">¶</a></dt>
+<dd><p>Batch size for tuning. This feature is only available for open
+source models.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.epoch_count">
+<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of complete passes the model makes over the entire training dataset
+during training.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.generation_config">
+<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Generation config for Distillation teacher model sampling. Only the
+following fields are supported for distillation teacher samplings:
+- temperature
+- top_p
+- top_k
+- candidate_count
+- thinking_config</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.learning_rate">
+<span class="sig-name descname"><span class="pre">learning_rate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.learning_rate" title="Link to this definition">¶</a></dt>
+<dd><p>The learning rate for distillation tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationHyperParametersDict.learning_rate_multiplier">
+<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationHyperParametersDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier for adjusting the default learning rate.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSamplingSpec</span></span><a class="headerlink" href="#genai.types.DistillationSamplingSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Distillation sampling spec for tuning.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSamplingSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation sampling spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported\n       models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format:\n      `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for distillation.\n     The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing prompt dataset for distillation.\n      The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;hyperparameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for distillation tuning.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DistillationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.base_teacher_model" title="genai.types.DistillationSamplingSpec.base_teacher_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_teacher_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.hyperparameters" title="genai.types.DistillationSamplingSpec.hyperparameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyperparameters</span> <span class="pre">(genai.types.DistillationHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.prompt_dataset_uri" title="genai.types.DistillationSamplingSpec.prompt_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.tuned_teacher_model_source" title="genai.types.DistillationSamplingSpec.tuned_teacher_model_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_teacher_model_source</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSamplingSpec.validation_dataset_uri" title="genai.types.DistillationSamplingSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.base_teacher_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseTeacherModel')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.base_teacher_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base teacher model that is being distilled. See [Supported
+models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models</a>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.hyperparameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyperparameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParameters" title="genai.types.DistillationHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.hyperparameters" title="Link to this definition">¶</a></dt>
+<dd><p>Hyperparameters for distillation tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.prompt_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing prompt dataset for distillation.
+The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.tuned_teacher_model_source">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedTeacherModelSource')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
+<dd><p>The resource name of the Tuned teacher model. Format:
+<cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpec.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing validation dataset for distillation.
+The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSamplingSpecDict</span></span><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Distillation sampling spec for tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.base_teacher_model">
+<span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.base_teacher_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base teacher model that is being distilled. See [Supported
+models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models</a>).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.hyperparameters">
+<span class="sig-name descname"><span class="pre">hyperparameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParametersDict" title="genai.types.DistillationHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.hyperparameters" title="Link to this definition">¶</a></dt>
+<dd><p>Hyperparameters for distillation tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.prompt_dataset_uri">
+<span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing prompt dataset for distillation.
+The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.tuned_teacher_model_source">
+<span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
+<dd><p>The resource name of the Tuned teacher model. Format:
+<cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSamplingSpecDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSamplingSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to file containing validation dataset for distillation.
+The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSpec</span></span><a class="headerlink" href="#genai.types.DistillationSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Distillation tuning spec for tuning.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Distillation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pipelineRootDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pipelinerootdirectory&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;studentModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The student model that is being tuned, e.g., \&quot;google/gemma-2b-1.1-it\&quot;. Deprecated. Use base_model instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Studentmodel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DistillationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.base_teacher_model" title="genai.types.DistillationSpec.base_teacher_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_teacher_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.hyper_parameters" title="genai.types.DistillationSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.DistillationHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.pipeline_root_directory" title="genai.types.DistillationSpec.pipeline_root_directory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pipeline_root_directory</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.prompt_dataset_uri" title="genai.types.DistillationSpec.prompt_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.student_model" title="genai.types.DistillationSpec.student_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">student_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.training_dataset_uri" title="genai.types.DistillationSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.tuned_teacher_model_source" title="genai.types.DistillationSpec.tuned_teacher_model_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_teacher_model_source</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.tuning_mode" title="genai.types.DistillationSpec.tuning_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_mode</span> <span class="pre">(genai.types.TuningMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DistillationSpec.validation_dataset_uri" title="genai.types.DistillationSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.base_teacher_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseTeacherModel')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.base_teacher_model" title="Link to this definition">¶</a></dt>
+<dd><p>The base teacher model that is being distilled. See [Supported models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models</a>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.hyper_parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParameters" title="genai.types.DistillationHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Hyperparameters for Distillation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.pipeline_root_directory">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pipeline_root_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pipelineRootDirectory')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.pipeline_root_directory" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.prompt_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.student_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">student_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'studentModel')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.student_model" title="Link to this definition">¶</a></dt>
+<dd><p>The student model that is being tuned, e.g., “google/gemma-2b-1.1-it”. Deprecated. Use base_model instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.training_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.tuned_teacher_model_source">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedTeacherModelSource')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
+<dd><p>The resource name of the Tuned teacher model. Format: <cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.tuning_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningMode')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.tuning_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DistillationSpec.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.DistillationSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DistillationSpecDict</span></span><a class="headerlink" href="#genai.types.DistillationSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Distillation tuning spec for tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.base_teacher_model">
+<span class="sig-name descname"><span class="pre">base_teacher_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.base_teacher_model" title="Link to this definition">¶</a></dt>
+<dd><p>//cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The base teacher model that is being distilled. See [Supported models](https</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.hyper_parameters">
+<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DistillationHyperParametersDict" title="genai.types.DistillationHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DistillationHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Hyperparameters for Distillation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.pipeline_root_directory">
+<span class="sig-name descname"><span class="pre">pipeline_root_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.pipeline_root_directory" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.prompt_dataset_uri">
+<span class="sig-name descname"><span class="pre">prompt_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.prompt_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.student_model">
+<span class="sig-name descname"><span class="pre">student_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.student_model" title="Link to this definition">¶</a></dt>
+<dd><p>The student model that is being tuned, e.g., “google/gemma-2b-1.1-it”. Deprecated. Use base_model instead.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.training_dataset_uri">
+<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.tuned_teacher_model_source">
+<span class="sig-name descname"><span class="pre">tuned_teacher_model_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.tuned_teacher_model_source" title="Link to this definition">¶</a></dt>
+<dd><p><cite>projects/{project}/locations/{location}/models/{model}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The resource name of the Tuned teacher model. Format</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.tuning_mode">
+<span class="sig-name descname"><span class="pre">tuning_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningMode" title="genai.types.TuningMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.tuning_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DistillationSpecDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DistillationSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Document">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Document</span></span><a class="headerlink" href="#genai.types.Document" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A Document is a collection of Chunks.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Document&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A Document is a collection of Chunks.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Immutable. Identifier. The `Document` resource name. The ID (name excluding the \&quot;fileSearchStores/&amp;#42;/documents/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c`&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `Document`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Semantic Retriever Documentation\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DocumentState&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Current state of the `Document`.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the Document.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The mime type of the Document.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was created.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomMetadata&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User provided custom metadata stored as key-value pairs used for querying. A `Document` can have a maximum of 20 `CustomMetadata`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DocumentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nCurrent state of the `Document`. This enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATE_PENDING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATE_ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATE_FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DocumentState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Document.create_time" title="genai.types.Document.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.custom_metadata" title="genai.types.Document.custom_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(list[genai.types.CustomMetadata]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.display_name" title="genai.types.Document.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.mime_type" title="genai.types.Document.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.name" title="genai.types.Document.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.size_bytes" title="genai.types.Document.size_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size_bytes</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.state" title="genai.types.Document.state"><code class="xref py py-obj docutils literal notranslate"><span class="pre">state</span> <span class="pre">(genai.types.DocumentState</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Document.update_time" title="genai.types.Document.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.create_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.Document.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was created.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.custom_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadata" title="genai.types.CustomMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadata</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customMetadata')</span></em><a class="headerlink" href="#genai.types.Document.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. User provided custom metadata stored as key-value pairs used for querying. A <cite>Document</cite> can have a maximum of 20 <cite>CustomMetadata</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.Document.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The human-readable display name for the <cite>Document</cite>. The display name must be no more than 512 characters in length, including spaces. Example: “Semantic Retriever Documentation”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.Document.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The mime type of the Document.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Document.name" title="Link to this definition">¶</a></dt>
+<dd><p>Immutable. Identifier. The <cite>Document</cite> resource name. The ID (name excluding the “fileSearchStores/&amp;#42;/documents/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example: <cite>fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.size_bytes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sizeBytes')</span></em><a class="headerlink" href="#genai.types.Document.size_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The size of raw bytes ingested into the Document.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.state">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DocumentState" title="genai.types.DocumentState"><code class="xref py py-class docutils literal notranslate"><span class="pre">DocumentState</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Document.state" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Current state of the <cite>Document</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Document.update_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.Document.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was last updated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DocumentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DocumentDict</span></span><a class="headerlink" href="#genai.types.DocumentDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A Document is a collection of Chunks.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.create_time">
+<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was created.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.custom_metadata">
+<span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadataDict" title="genai.types.CustomMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadataDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.DocumentDict.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. User provided custom metadata stored as key-value pairs used for querying. A <cite>Document</cite> can have a maximum of 20 <cite>CustomMetadata</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>“Semantic Retriever Documentation”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The human-readable display name for the <cite>Document</cite>. The display name must be no more than 512 characters in length, including spaces. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The mime type of the Document.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.name" title="Link to this definition">¶</a></dt>
+<dd><p><cite>fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Immutable. Identifier. The <cite>Document</cite> resource name. The ID (name excluding the “fileSearchStores/&amp;#42;/documents/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.size_bytes">
+<span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.size_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The size of raw bytes ingested into the Document.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.state">
+<span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DocumentState" title="genai.types.DocumentState"><code class="xref py py-class docutils literal notranslate"><span class="pre">DocumentState</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.state" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Current state of the <cite>Document</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentDict.update_time">
+<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DocumentDict.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>Document</cite> was last updated.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DocumentState">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DocumentState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.DocumentState" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Output only.</p>
+<p>Current state of the <cite>Document</cite>. This enum is not supported in Vertex AI.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_ACTIVE">
+<span class="sig-name descname"><span class="pre">STATE_ACTIVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_ACTIVE'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_ACTIVE" title="Link to this definition">¶</a></dt>
+<dd><p>All <cite>Chunks</cite> of the <cite>Document</cite> is processed and available for querying.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_FAILED">
+<span class="sig-name descname"><span class="pre">STATE_FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_FAILED'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_FAILED" title="Link to this definition">¶</a></dt>
+<dd><p>Some <cite>Chunks</cite> of the <cite>Document</cite> failed processing.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_PENDING">
+<span class="sig-name descname"><span class="pre">STATE_PENDING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_PENDING'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_PENDING" title="Link to this definition">¶</a></dt>
+<dd><p>Some <cite>Chunks</cite> of the <cite>Document</cite> are being processed (embedding and vector storage).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DocumentState.STATE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">STATE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.DocumentState.STATE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The default value. This value is used if the state is omitted.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DownloadFileConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadFileConfig</span></span><a class="headerlink" href="#genai.types.DownloadFileConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Used to override the default configuration.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DownloadFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DownloadFileConfig.http_options" title="genai.types.DownloadFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DownloadFileConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DownloadFileConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DownloadFileConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadFileConfigDict</span></span><a class="headerlink" href="#genai.types.DownloadFileConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Used to override the default configuration.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DownloadFileConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DownloadFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DownloadMediaConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadMediaConfig</span></span><a class="headerlink" href="#genai.types.DownloadMediaConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Used to override the default configuration.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DownloadMediaConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DownloadMediaConfig.http_options" title="genai.types.DownloadMediaConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DownloadMediaConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.DownloadMediaConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DownloadMediaConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DownloadMediaConfigDict</span></span><a class="headerlink" href="#genai.types.DownloadMediaConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Used to override the default configuration.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DownloadMediaConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DownloadMediaConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DynamicRetrievalConfig</span></span><a class="headerlink" href="#genai.types.DynamicRetrievalConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Describes the options to customize dynamic retrieval.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.DynamicRetrievalConfig.dynamic_threshold" title="genai.types.DynamicRetrievalConfig.dynamic_threshold"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dynamic_threshold</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.DynamicRetrievalConfig.mode" title="genai.types.DynamicRetrievalConfig.mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mode</span> <span class="pre">(genai.types.DynamicRetrievalConfigMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfig.dynamic_threshold">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dynamic_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'dynamicThreshold')</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfig.dynamic_threshold" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfig.mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfigMode" title="genai.types.DynamicRetrievalConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfigMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfig.mode" title="Link to this definition">¶</a></dt>
+<dd><p>The mode of the predictor to be used in dynamic retrieval.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DynamicRetrievalConfigDict</span></span><a class="headerlink" href="#genai.types.DynamicRetrievalConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Describes the options to customize dynamic retrieval.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigDict.dynamic_threshold">
+<span class="sig-name descname"><span class="pre">dynamic_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigDict.dynamic_threshold" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigDict.mode">
+<span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfigMode" title="genai.types.DynamicRetrievalConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfigMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigDict.mode" title="Link to this definition">¶</a></dt>
+<dd><p>The mode of the predictor to be used in dynamic retrieval.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">DynamicRetrievalConfigMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.DynamicRetrievalConfigMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The mode of the predictor to be used in dynamic retrieval.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigMode.MODE_DYNAMIC">
+<span class="sig-name descname"><span class="pre">MODE_DYNAMIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODE_DYNAMIC'</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigMode.MODE_DYNAMIC" title="Link to this definition">¶</a></dt>
+<dd><p>Run retrieval only when system decides it is necessary.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.DynamicRetrievalConfigMode.MODE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MODE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.DynamicRetrievalConfigMode.MODE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Always trigger retrieval.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageConfig</span></span><a class="headerlink" href="#genai.types.EditImageConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for editing an image.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EditImageConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for editing an image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;negativePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of what to discourage in the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Negativeprompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numberOfImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images to generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofimages&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, and \&quot;16:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;guidanceScale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidancescale&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows generation of people by the model.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;includeSafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to report the safety scores of each generated image and\n      the positive prompt in the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includesafetyattributes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;includeRaiReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeraireason&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImagePromptLanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language of the text in the prompt.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for ``image/jpeg``\n      only).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;addWatermark&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add a watermark to the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Addwatermark&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;editMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EditMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the editing mode for the request.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;baseSteps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basesteps&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EditMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the editing mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_DEFAULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_INPAINT_REMOVAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_INPAINT_INSERTION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_OUTPAINT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_CONTROLLED_EDITING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_STYLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_BGSWAP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EDIT_MODE_PRODUCT_IMAGE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EditMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImagePromptLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that specifies the language of the text in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;auto&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;en&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ja&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ko&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;hi&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;zh&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;pt&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;es&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImagePromptLanguage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.add_watermark" title="genai.types.EditImageConfig.add_watermark"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_watermark</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.aspect_ratio" title="genai.types.EditImageConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.base_steps" title="genai.types.EditImageConfig.base_steps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_steps</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.edit_mode" title="genai.types.EditImageConfig.edit_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">edit_mode</span> <span class="pre">(genai.types.EditMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.guidance_scale" title="genai.types.EditImageConfig.guidance_scale"><code class="xref py py-obj docutils literal notranslate"><span class="pre">guidance_scale</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.http_options" title="genai.types.EditImageConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.include_rai_reason" title="genai.types.EditImageConfig.include_rai_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_rai_reason</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.include_safety_attributes" title="genai.types.EditImageConfig.include_safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_safety_attributes</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.labels" title="genai.types.EditImageConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.language" title="genai.types.EditImageConfig.language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language</span> <span class="pre">(genai.types.ImagePromptLanguage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.negative_prompt" title="genai.types.EditImageConfig.negative_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">negative_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.number_of_images" title="genai.types.EditImageConfig.number_of_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_images</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.output_compression_quality" title="genai.types.EditImageConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.output_gcs_uri" title="genai.types.EditImageConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.output_mime_type" title="genai.types.EditImageConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.person_generation" title="genai.types.EditImageConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(genai.types.PersonGeneration</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.safety_filter_level" title="genai.types.EditImageConfig.safety_filter_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_filter_level</span> <span class="pre">(genai.types.SafetyFilterLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageConfig.seed" title="genai.types.EditImageConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.add_watermark">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'addWatermark')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.add_watermark" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to add a watermark to the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.aspect_ratio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Aspect ratio of the generated images. Supported values are
+“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.base_steps">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseSteps')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.base_steps" title="Link to this definition">¶</a></dt>
+<dd><p>The number of sampling steps. A higher value has better image
+quality, while a lower value has better latency.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.edit_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">edit_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EditMode" title="genai.types.EditMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">EditMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'editMode')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.edit_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Describes the editing mode for the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.guidance_scale">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'guidanceScale')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.guidance_scale" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how much the model adheres to the text prompt. Large
+values increase output and prompt alignment, but may compromise image
+quality.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.include_rai_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeRaiReason')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.include_rai_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to include the Responsible AI filter reason if the image
+is filtered out of the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.include_safety_attributes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeSafetyAttributes')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.include_safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to report the safety scores of each generated image and
+the positive prompt in the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EditImageConfig.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.language">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EditImageConfig.language" title="Link to this definition">¶</a></dt>
+<dd><p>Language of the text in the prompt.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.negative_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'negativePrompt')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.negative_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Description of what to discourage in the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.number_of_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfImages')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.number_of_images" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images to generate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.output_compression_quality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
+only).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.output_gcs_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage URI used to store the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.output_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.person_generation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Allows generation of people by the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.safety_filter_level">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyFilterLevel')</span></em><a class="headerlink" href="#genai.types.EditImageConfig.safety_filter_level" title="Link to this definition">¶</a></dt>
+<dd><p>Filter level for safety filtering.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EditImageConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Random seed for image generation. This is not available when
+<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageConfigDict</span></span><a class="headerlink" href="#genai.types.EditImageConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for editing an image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.add_watermark">
+<span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.add_watermark" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to add a watermark to the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.aspect_ratio">
+<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Aspect ratio of the generated images. Supported values are
+“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.base_steps">
+<span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.base_steps" title="Link to this definition">¶</a></dt>
+<dd><p>The number of sampling steps. A higher value has better image
+quality, while a lower value has better latency.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.edit_mode">
+<span class="sig-name descname"><span class="pre">edit_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EditMode" title="genai.types.EditMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">EditMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.edit_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Describes the editing mode for the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.guidance_scale">
+<span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.guidance_scale" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how much the model adheres to the text prompt. Large
+values increase output and prompt alignment, but may compromise image
+quality.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.include_rai_reason">
+<span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.include_rai_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to include the Responsible AI filter reason if the image
+is filtered out of the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.include_safety_attributes">
+<span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.include_safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to report the safety scores of each generated image and
+the positive prompt in the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.language">
+<span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.language" title="Link to this definition">¶</a></dt>
+<dd><p>Language of the text in the prompt.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.negative_prompt">
+<span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.negative_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Description of what to discourage in the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.number_of_images">
+<span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.number_of_images" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images to generate.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.output_compression_quality">
+<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
+only).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.output_gcs_uri">
+<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage URI used to store the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.output_mime_type">
+<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.person_generation">
+<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Allows generation of people by the model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.safety_filter_level">
+<span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.safety_filter_level" title="Link to this definition">¶</a></dt>
+<dd><p>Filter level for safety filtering.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Random seed for image generation. This is not available when
+<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EditImageResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageResponse</span></span><a class="headerlink" href="#genai.types.EditImageResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the request to edit an image.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EditImageResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the request to edit an image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generatedImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedImage&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedimages&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeneratedImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EditImageResponse.generated_images" title="genai.types.EditImageResponse.generated_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_images</span> <span class="pre">(list[genai.types.GeneratedImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EditImageResponse.sdk_http_response" title="genai.types.EditImageResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageResponse.generated_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImage" title="genai.types.GeneratedImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedImages')</span></em><a class="headerlink" href="#genai.types.EditImageResponse.generated_images" title="Link to this definition">¶</a></dt>
+<dd><p>Generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EditImageResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.EditImageResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EditImageResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditImageResponseDict</span></span><a class="headerlink" href="#genai.types.EditImageResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for the request to edit an image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageResponseDict.generated_images">
+<span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImageDict" title="genai.types.GeneratedImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EditImageResponseDict.generated_images" title="Link to this definition">¶</a></dt>
+<dd><p>Generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditImageResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EditImageResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EditMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EditMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.EditMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Enum representing the editing mode.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_BGSWAP">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_BGSWAP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_BGSWAP'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_BGSWAP" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_CONTROLLED_EDITING">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_CONTROLLED_EDITING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_CONTROLLED_EDITING'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_CONTROLLED_EDITING" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_DEFAULT">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_DEFAULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_DEFAULT'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_DEFAULT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_INPAINT_INSERTION">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_INPAINT_INSERTION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_INPAINT_INSERTION'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_INPAINT_INSERTION" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_INPAINT_REMOVAL">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_INPAINT_REMOVAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_INPAINT_REMOVAL'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_INPAINT_REMOVAL" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_OUTPAINT">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_OUTPAINT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_OUTPAINT'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_OUTPAINT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_PRODUCT_IMAGE">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_PRODUCT_IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_PRODUCT_IMAGE'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_PRODUCT_IMAGE" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EditMode.EDIT_MODE_STYLE">
+<span class="sig-name descname"><span class="pre">EDIT_MODE_STYLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EDIT_MODE_STYLE'</span></em><a class="headerlink" href="#genai.types.EditMode.EDIT_MODE_STYLE" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EmbedContentBatch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentBatch</span></span><a class="headerlink" href="#genai.types.EmbedContentBatch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Parameters for the embed_content method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentBatch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                              </span><span class="p">}</span>
+<span class="w">                           </span><span class="p">]</span>
+<span class="w">                        </span><span class="p">},</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to embed. Only the `parts.text` fields will be counted.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EmbedContentConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional parameters.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EmbedContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;taskType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of task for which the embedding will be used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tasktype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputDimensionality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputdimensionality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The MIME type of the input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoTruncate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autotruncate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;documentOcr&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentocr&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTrackExtraction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to extract audio from video content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotrackextraction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EmbedContentBatch.config" title="genai.types.EmbedContentBatch.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.EmbedContentConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentBatch.contents" title="genai.types.EmbedContentBatch.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentBatch.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfig" title="genai.types.EmbedContentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentBatch.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that contains optional parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentBatch.contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentBatch.contents" title="Link to this definition">¶</a></dt>
+<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbedContentBatchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentBatchDict</span></span><a class="headerlink" href="#genai.types.EmbedContentBatchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Parameters for the embed_content method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentBatchDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfigDict" title="genai.types.EmbedContentConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentBatchDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that contains optional parameters.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentBatchDict.contents">
+<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentBatchDict.contents" title="Link to this definition">¶</a></dt>
+<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentConfig</span></span><a class="headerlink" href="#genai.types.EmbedContentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for the embed_content method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;taskType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of task for which the embedding will be used.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tasktype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputDimensionality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputdimensionality&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The MIME type of the input.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;autoTruncate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autotruncate&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;documentOcr&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentocr&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioTrackExtraction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to extract audio from video content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotrackextraction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.audio_track_extraction" title="genai.types.EmbedContentConfig.audio_track_extraction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_track_extraction</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.auto_truncate" title="genai.types.EmbedContentConfig.auto_truncate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auto_truncate</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.document_ocr" title="genai.types.EmbedContentConfig.document_ocr"><code class="xref py py-obj docutils literal notranslate"><span class="pre">document_ocr</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.http_options" title="genai.types.EmbedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.mime_type" title="genai.types.EmbedContentConfig.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.output_dimensionality" title="genai.types.EmbedContentConfig.output_dimensionality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_dimensionality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.task_type" title="genai.types.EmbedContentConfig.task_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">task_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentConfig.title" title="genai.types.EmbedContentConfig.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.audio_track_extraction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_track_extraction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTrackExtraction')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.audio_track_extraction" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Whether to extract audio from video content.
+Only applicable to Gemini Embedding 2 models.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.auto_truncate">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auto_truncate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoTruncate')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.auto_truncate" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than
+the max sequence length. If this option is set to false, oversized inputs
+will lead to an INVALID_ARGUMENT error, similar to other text APIs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.document_ocr">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">document_ocr</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'documentOcr')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.document_ocr" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.
+Only applicable to Gemini Embedding 2 models.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. The MIME type of the input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.output_dimensionality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_dimensionality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputDimensionality')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.output_dimensionality" title="Link to this definition">¶</a></dt>
+<dd><p>Reduced dimension for the output embedding. If set,
+excessive values in the output embedding are truncated from the end.
+Supported by newer models since 2024 only. You cannot set this value if
+using the earlier model (<cite>models/embedding-001</cite>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.task_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">task_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'taskType')</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.task_type" title="Link to this definition">¶</a></dt>
+<dd><p>Type of task for which the embedding will be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfig.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentConfig.title" title="Link to this definition">¶</a></dt>
+<dd><p>Title for the text. Only applicable when TaskType is
+<cite>RETRIEVAL_DOCUMENT</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentConfigDict</span></span><a class="headerlink" href="#genai.types.EmbedContentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for the embed_content method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.audio_track_extraction">
+<span class="sig-name descname"><span class="pre">audio_track_extraction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.audio_track_extraction" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Whether to extract audio from video content.
+Only applicable to Gemini Embedding 2 models.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.auto_truncate">
+<span class="sig-name descname"><span class="pre">auto_truncate</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.auto_truncate" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than
+the max sequence length. If this option is set to false, oversized inputs
+will lead to an INVALID_ARGUMENT error, similar to other text APIs.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.document_ocr">
+<span class="sig-name descname"><span class="pre">document_ocr</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.document_ocr" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.
+Only applicable to Gemini Embedding 2 models.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. The MIME type of the input.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.output_dimensionality">
+<span class="sig-name descname"><span class="pre">output_dimensionality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.output_dimensionality" title="Link to this definition">¶</a></dt>
+<dd><p>Reduced dimension for the output embedding. If set,
+excessive values in the output embedding are truncated from the end.
+Supported by newer models since 2024 only. You cannot set this value if
+using the earlier model (<cite>models/embedding-001</cite>).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.task_type">
+<span class="sig-name descname"><span class="pre">task_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.task_type" title="Link to this definition">¶</a></dt>
+<dd><p>Type of task for which the embedding will be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentConfigDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentConfigDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>Title for the text. Only applicable when TaskType is
+<cite>RETRIEVAL_DOCUMENT</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EmbedContentMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentMetadata</span></span><a class="headerlink" href="#genai.types.EmbedContentMetadata" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;billableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The total number of billable characters included\n      in the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Billablecharactercount&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EmbedContentMetadata.billable_character_count" title="genai.types.EmbedContentMetadata.billable_character_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">billable_character_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentMetadata.billable_character_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'billableCharacterCount')</span></em><a class="headerlink" href="#genai.types.EmbedContentMetadata.billable_character_count" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. The total number of billable characters included
+in the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbedContentMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentMetadataDict</span></span><a class="headerlink" href="#genai.types.EmbedContentMetadataDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentMetadataDict.billable_character_count">
+<span class="sig-name descname"><span class="pre">billable_character_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentMetadataDict.billable_character_count" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. The total number of billable characters included
+in the request.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentParameters</span></span><a class="headerlink" href="#genai.types.EmbedContentParameters" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Parameters for the embed_content method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n    &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                              </span><span class="p">}</span>
+<span class="w">                           </span><span class="p">]</span>
+<span class="w">                        </span><span class="p">},</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to embed. Only the `parts.text` fields will be counted.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EmbedContentConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional parameters.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EmbedContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;taskType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of task for which the embedding will be used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tasktype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputDimensionality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputdimensionality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The MIME type of the input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoTruncate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autotruncate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;documentOcr&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentocr&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTrackExtraction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to extract audio from video content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotrackextraction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EmbedContentParameters.config" title="genai.types.EmbedContentParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.EmbedContentConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentParameters.contents" title="genai.types.EmbedContentParameters.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentParameters.model" title="genai.types.EmbedContentParameters.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParameters.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfig" title="genai.types.EmbedContentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentParameters.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that contains optional parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParameters.contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentParameters.contents" title="Link to this definition">¶</a></dt>
+<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParameters.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentParameters.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentParametersDict</span></span><a class="headerlink" href="#genai.types.EmbedContentParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Parameters for the embed_content method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentConfigDict" title="genai.types.EmbedContentConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentParametersDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that contains optional parameters.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict.contents">
+<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentParametersDict.contents" title="Link to this definition">¶</a></dt>
+<dd><p>The content to embed. Only the <cite>parts.text</cite> fields will be counted.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentParametersDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentParametersDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentResponse</span></span><a class="headerlink" href="#genai.types.EmbedContentResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the embed_content method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;embeddings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embeddings for each request, in the same order as provided in\n      the batch request.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddings&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EmbedContentMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Metadata about the request.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EmbedContentMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request-level metadata for the Gemini Enterprise Agent Platform Embed Content API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;billableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The total number of billable characters included\n      in the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Billablecharactercount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EmbedContentResponse.embeddings" title="genai.types.EmbedContentResponse.embeddings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">embeddings</span> <span class="pre">(list[genai.types.ContentEmbedding]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentResponse.metadata" title="genai.types.EmbedContentResponse.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(genai.types.EmbedContentMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbedContentResponse.sdk_http_response" title="genai.types.EmbedContentResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponse.embeddings">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embeddings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbedding" title="genai.types.ContentEmbedding"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbedding</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentResponse.embeddings" title="Link to this definition">¶</a></dt>
+<dd><p>The embeddings for each request, in the same order as provided in
+the batch request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponse.metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentMetadata" title="genai.types.EmbedContentMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EmbedContentResponse.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Metadata about the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.EmbedContentResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbedContentResponseDict</span></span><a class="headerlink" href="#genai.types.EmbedContentResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for the embed_content method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict.embeddings">
+<span class="sig-name descname"><span class="pre">embeddings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentEmbeddingDict" title="genai.types.ContentEmbeddingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentEmbeddingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EmbedContentResponseDict.embeddings" title="Link to this definition">¶</a></dt>
+<dd><p>The embeddings for each request, in the same order as provided in
+the batch request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict.metadata">
+<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentMetadataDict" title="genai.types.EmbedContentMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentResponseDict.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Gemini Enterprise Agent Platform only. Metadata about the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbedContentResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbedContentResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbeddingApiType">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbeddingApiType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.EmbeddingApiType" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Enum representing the Gemini Enterprise Agent Platform embedding API to use.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbeddingApiType.EMBED_CONTENT">
+<span class="sig-name descname"><span class="pre">EMBED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EMBED_CONTENT'</span></em><a class="headerlink" href="#genai.types.EmbeddingApiType.EMBED_CONTENT" title="Link to this definition">¶</a></dt>
+<dd><p>embedContent API Endpoint</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbeddingApiType.PREDICT">
+<span class="sig-name descname"><span class="pre">PREDICT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PREDICT'</span></em><a class="headerlink" href="#genai.types.EmbeddingApiType.PREDICT" title="Link to this definition">¶</a></dt>
+<dd><p>predict API endpoint (default)</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSource">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbeddingsBatchJobSource</span></span><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSource" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbeddingsBatchJobSource&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the input data\n      (e.g. \&quot;files/12345\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inlinedRequests&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EmbedContentBatch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s inlined input data to run batch job.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EmbedContentBatch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                                    </span><span class="p">}</span>
+<span class="w">                                 </span><span class="p">]</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content to embed. Only the `parts.text` fields will be counted.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EmbedContentConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional parameters.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentBatch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EmbedContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for the embed_content method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;taskType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of task for which the embedding will be used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tasktype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputDimensionality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputdimensionality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. The MIME type of the input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoTruncate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autotruncate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;documentOcr&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to enable OCR for document content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentocr&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTrackExtraction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Whether to extract audio from video content.\n      Only applicable to Gemini Embedding 2 models.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotrackextraction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EmbedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EmbeddingsBatchJobSource.file_name" title="genai.types.EmbeddingsBatchJobSource.file_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EmbeddingsBatchJobSource.inlined_requests" title="genai.types.EmbeddingsBatchJobSource.inlined_requests"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inlined_requests</span> <span class="pre">(genai.types.EmbedContentBatch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSource.file_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileName')</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSource.file_name" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s file resource name of the input data
+(e.g. “files/12345”).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSource.inlined_requests">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentBatch" title="genai.types.EmbedContentBatch"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentBatch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlinedRequests')</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSource.inlined_requests" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSourceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EmbeddingsBatchJobSourceDict</span></span><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSourceDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSourceDict.file_name">
+<span class="sig-name descname"><span class="pre">file_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSourceDict.file_name" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s file resource name of the input data
+(e.g. “files/12345”).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EmbeddingsBatchJobSourceDict.inlined_requests">
+<span class="sig-name descname"><span class="pre">inlined_requests</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EmbedContentBatchDict" title="genai.types.EmbedContentBatchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmbedContentBatchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EmbeddingsBatchJobSourceDict.inlined_requests" title="Link to this definition">¶</a></dt>
+<dd><p>The Gemini Developer API’s inlined input data to run batch job.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EncryptionSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EncryptionSpec</span></span><a class="headerlink" href="#genai.types.EncryptionSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EncryptionSpec.kms_key_name" title="genai.types.EncryptionSpec.kms_key_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">kms_key_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EncryptionSpec.kms_key_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'kmsKeyName')</span></em><a class="headerlink" href="#genai.types.EncryptionSpec.kms_key_name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format <cite>projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EncryptionSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EncryptionSpecDict</span></span><a class="headerlink" href="#genai.types.EncryptionSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EncryptionSpecDict.kms_key_name">
+<span class="sig-name descname"><span class="pre">kms_key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EncryptionSpecDict.kms_key_name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format <cite>projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EndSensitivity">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EndSensitivity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.EndSensitivity" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>End of speech sensitivity.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EndSensitivity.END_SENSITIVITY_HIGH">
+<span class="sig-name descname"><span class="pre">END_SENSITIVITY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'END_SENSITIVITY_HIGH'</span></em><a class="headerlink" href="#genai.types.EndSensitivity.END_SENSITIVITY_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>Automatic detection ends speech more often.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EndSensitivity.END_SENSITIVITY_LOW">
+<span class="sig-name descname"><span class="pre">END_SENSITIVITY_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'END_SENSITIVITY_LOW'</span></em><a class="headerlink" href="#genai.types.EndSensitivity.END_SENSITIVITY_LOW" title="Link to this definition">¶</a></dt>
+<dd><p>Automatic detection ends speech less often.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EndSensitivity.END_SENSITIVITY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">END_SENSITIVITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'END_SENSITIVITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.EndSensitivity.END_SENSITIVITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The default is END_SENSITIVITY_LOW for Gemini Enterprise Agent Platform and END_SENSITIVITY_HIGH for Gemini Live.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Endpoint">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Endpoint</span></span><a class="headerlink" href="#genai.types.Endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>An endpoint where you deploy models.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An endpoint where you deploy models.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the endpoint.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;deployedModelId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model that&#39;s deployed to the endpoint.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deployedmodelid&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Endpoint.deployed_model_id" title="genai.types.Endpoint.deployed_model_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">deployed_model_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Endpoint.name" title="genai.types.Endpoint.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Endpoint.deployed_model_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">deployed_model_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'deployedModelId')</span></em><a class="headerlink" href="#genai.types.Endpoint.deployed_model_id" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model that’s deployed to the endpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Endpoint.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Endpoint.name" title="Link to this definition">¶</a></dt>
+<dd><p>Resource name of the endpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EndpointDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EndpointDict</span></span><a class="headerlink" href="#genai.types.EndpointDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>An endpoint where you deploy models.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EndpointDict.deployed_model_id">
+<span class="sig-name descname"><span class="pre">deployed_model_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EndpointDict.deployed_model_id" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model that’s deployed to the endpoint.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EndpointDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EndpointDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>Resource name of the endpoint.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EnterpriseWebSearch</span></span><a class="headerlink" href="#genai.types.EnterpriseWebSearch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EnterpriseWebSearch.blocking_confidence" title="genai.types.EnterpriseWebSearch.blocking_confidence"><code class="xref py py-obj docutils literal notranslate"><span class="pre">blocking_confidence</span> <span class="pre">(genai.types.PhishBlockThreshold</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EnterpriseWebSearch.exclude_domains" title="genai.types.EnterpriseWebSearch.exclude_domains"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exclude_domains</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearch.blocking_confidence">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockingConfidence')</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearch.blocking_confidence" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearch.exclude_domains">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'excludeDomains')</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearch.exclude_domains" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EnterpriseWebSearchDict</span></span><a class="headerlink" href="#genai.types.EnterpriseWebSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearchDict.blocking_confidence">
+<span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearchDict.blocking_confidence" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EnterpriseWebSearchDict.exclude_domains">
+<span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.EnterpriseWebSearchDict.exclude_domains" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EntityLabel">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EntityLabel</span></span><a class="headerlink" href="#genai.types.EntityLabel" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>An entity representing the segmented area.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EntityLabel&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An entity representing the segmented area.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;label&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The label of the segmented entity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Label&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The confidence score of the detected label.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EntityLabel.label" title="genai.types.EntityLabel.label"><code class="xref py py-obj docutils literal notranslate"><span class="pre">label</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EntityLabel.score" title="genai.types.EntityLabel.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EntityLabel.label">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EntityLabel.label" title="Link to this definition">¶</a></dt>
+<dd><p>The label of the segmented entity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EntityLabel.score">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EntityLabel.score" title="Link to this definition">¶</a></dt>
+<dd><p>The confidence score of the detected label.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EntityLabelDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EntityLabelDict</span></span><a class="headerlink" href="#genai.types.EntityLabelDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>An entity representing the segmented area.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EntityLabelDict.label">
+<span class="sig-name descname"><span class="pre">label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EntityLabelDict.label" title="Link to this definition">¶</a></dt>
+<dd><p>The label of the segmented entity.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EntityLabelDict.score">
+<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EntityLabelDict.score" title="Link to this definition">¶</a></dt>
+<dd><p>The confidence score of the detected label.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.Environment">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Environment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Environment" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The environment being operated.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_BROWSER">
+<span class="sig-name descname"><span class="pre">ENVIRONMENT_BROWSER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_BROWSER'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_BROWSER" title="Link to this definition">¶</a></dt>
+<dd><p>Operates in a web browser.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_DESKTOP">
+<span class="sig-name descname"><span class="pre">ENVIRONMENT_DESKTOP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_DESKTOP'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_DESKTOP" title="Link to this definition">¶</a></dt>
+<dd><p>Operates in a desktop environment.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_MOBILE">
+<span class="sig-name descname"><span class="pre">ENVIRONMENT_MOBILE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_MOBILE'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_MOBILE" title="Link to this definition">¶</a></dt>
+<dd><p>Operates in a mobile environment.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Environment.ENVIRONMENT_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">ENVIRONMENT_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ENVIRONMENT_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Environment.ENVIRONMENT_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Defaults to browser.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetResponse</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The results from an evaluation run performed by the EvaluationService.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;aggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationOutput&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Aggregation statistics derived from results of EvaluationService.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputInfo&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Output info for EvaluationService.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AGGREGATION_METRIC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AVERAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STANDARD_DEVIATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VARIANCE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAXIMUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P90&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P95&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P99&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationMetric&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for the entire dataset and all metrics.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationResult&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;One AggregationResult per metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregationresults&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationDataset&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation &amp; aggregation.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AggregationResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for a single metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationMetric&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuMetricValue&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for bleu metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for code execution metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExactMatchMetricValue&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for exact match metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseMetricResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pairwise metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pointwise metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeMetricValue&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for rouge metric.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Rouge score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetResponse.aggregation_output" title="genai.types.EvaluateDatasetResponse.aggregation_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aggregation_output</span> <span class="pre">(genai.types.AggregationOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetResponse.output_info" title="genai.types.EvaluateDatasetResponse.output_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_info</span> <span class="pre">(genai.types.OutputInfo</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponse.aggregation_output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aggregation_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AggregationOutput" title="genai.types.AggregationOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">AggregationOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aggregationOutput')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponse.aggregation_output" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Aggregation statistics derived from results of EvaluationService.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponse.output_info">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputInfo" title="genai.types.OutputInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputInfo</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputInfo')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponse.output_info" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Output info for EvaluationService.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetResponseDict</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The results from an evaluation run performed by the EvaluationService.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponseDict.aggregation_output">
+<span class="sig-name descname"><span class="pre">aggregation_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AggregationOutputDict" title="genai.types.AggregationOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AggregationOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponseDict.aggregation_output" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Aggregation statistics derived from results of EvaluationService.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetResponseDict.output_info">
+<span class="sig-name descname"><span class="pre">output_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputInfoDict" title="genai.types.OutputInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputInfoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetResponseDict.output_info" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Output info for EvaluationService.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetRun</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetRun" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Evaluate Dataset Run Result for Tuning Job.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetRun&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluate Dataset Run Result for Tuning Job.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error of the evaluation run if any.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;evaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluateDatasetResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Results for EvaluationService.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;evaluationRun&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the evaluation run. Format: `projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationrun&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;operationName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Deprecated: The updated architecture uses evaluation_run instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Operationname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AGGREGATION_METRIC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AVERAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STANDARD_DEVIATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VARIANCE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAXIMUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P90&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P95&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P99&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationMetric&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for the entire dataset and all metrics.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationResult&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;One AggregationResult per metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregationresults&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationDataset&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation &amp; aggregation.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AggregationResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for a single metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationMetric&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuMetricValue&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for bleu metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for code execution metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExactMatchMetricValue&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for exact match metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseMetricResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pairwise metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pointwise metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeMetricValue&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for rouge metric.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Aggregation statistics derived from results of EvaluationService.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputInfo&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Output info for EvaluationService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Rouge score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.checkpoint_id" title="genai.types.EvaluateDatasetRun.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.error" title="genai.types.EvaluateDatasetRun.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.GoogleRpcStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.evaluate_dataset_response" title="genai.types.EvaluateDatasetRun.evaluate_dataset_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluate_dataset_response</span> <span class="pre">(genai.types.EvaluateDatasetResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.evaluation_run" title="genai.types.EvaluateDatasetRun.evaluation_run"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluation_run</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluateDatasetRun.operation_name" title="genai.types.EvaluateDatasetRun.operation_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">operation_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.checkpoint_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.error">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleRpcStatus" title="genai.types.GoogleRpcStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleRpcStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.error" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The error of the evaluation run if any.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.evaluate_dataset_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_dataset_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluateDatasetResponse" title="genai.types.EvaluateDatasetResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluateDatasetResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluateDatasetResponse')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.evaluate_dataset_response" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Results for EvaluationService.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.evaluation_run">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluation_run</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluationRun')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.evaluation_run" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The resource name of the evaluation run. Format: <cite>projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRun.operation_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">operation_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'operationName')</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRun.operation_name" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Deprecated: The updated architecture uses evaluation_run instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluateDatasetRunDict</span></span><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Evaluate Dataset Run Result for Tuning Job.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.checkpoint_id">
+<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleRpcStatusDict" title="genai.types.GoogleRpcStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleRpcStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.error" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The error of the evaluation run if any.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.evaluate_dataset_response">
+<span class="sig-name descname"><span class="pre">evaluate_dataset_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluateDatasetResponseDict" title="genai.types.EvaluateDatasetResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluateDatasetResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.evaluate_dataset_response" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Results for EvaluationService.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.evaluation_run">
+<span class="sig-name descname"><span class="pre">evaluation_run</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.evaluation_run" title="Link to this definition">¶</a></dt>
+<dd><p><cite>projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Output only. The resource name of the evaluation run. Format</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluateDatasetRunDict.operation_name">
+<span class="sig-name descname"><span class="pre">operation_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluateDatasetRunDict.operation_name" title="Link to this definition">¶</a></dt>
+<dd><p>The updated architecture uses evaluation_run instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Output only. Deprecated</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationConfig</span></span><a class="headerlink" href="#genai.types.EvaluationConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Evaluation config for tuning.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LLMBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OutputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for rouge metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rougeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rougetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;splitSummaries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to split summaries while using rougeLsum.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Splitsummaries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;useStemmer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use stemmer to compute rouge score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usestemmer&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the rubric content type.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RUBRIC_CONTENT_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROPERTY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NL_QUESTION_ANSWER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON_CODE_ASSERTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricContentType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for how rubrics should be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt used to generate rubrics.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricContentType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of rubric content to be generated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricTypeOntology&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional, pre-defined list of allowed types for generated rubrics.\n      If this field is provided, it implies `include_rubric_type` should be true,\n      and the generated rubric types should be chosen from this ontology.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubrictypeontology&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UnifiedMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unified metric used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Bleu metric spec.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rouge metric spec.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pointwise metric spec.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;llmBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LLMBasedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for an LLM based metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a custom code execution metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;predefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a pre-defined metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;computationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a computation based metric.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnifiedMetric&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.autorater_config" title="genai.types.EvaluationConfig.autorater_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_config</span> <span class="pre">(genai.types.AutoraterConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.inference_generation_config" title="genai.types.EvaluationConfig.inference_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inference_generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.metrics" title="genai.types.EvaluationConfig.metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metrics</span> <span class="pre">(list[genai.types.Metric</span> <span class="pre">|</span> <span class="pre">genai.types.UnifiedMetric]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluationConfig.output_config" title="genai.types.EvaluationConfig.output_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_config</span> <span class="pre">(genai.types.OutputConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfig.autorater_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfig" title="genai.types.AutoraterConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.autorater_config" title="Link to this definition">¶</a></dt>
+<dd><p>Autorater config for evaluation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfig.inference_generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inference_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inferenceGenerationConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.inference_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Generation config for inference.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfig.metrics">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metrics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[Metric,</span> <span class="pre">UnifiedMetric]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.metrics" title="Link to this definition">¶</a></dt>
+<dd><p>The metrics used for evaluation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfig.output_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputConfig" title="genai.types.OutputConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationConfig.output_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for evaluation output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationConfigDict</span></span><a class="headerlink" href="#genai.types.EvaluationConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Evaluation config for tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.autorater_config">
+<span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfigDict" title="genai.types.AutoraterConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.autorater_config" title="Link to this definition">¶</a></dt>
+<dd><p>Autorater config for evaluation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.inference_generation_config">
+<span class="sig-name descname"><span class="pre">inference_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.inference_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Generation config for inference.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.metrics">
+<span class="sig-name descname"><span class="pre">metrics</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MetricDict" title="genai.types.MetricDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">MetricDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.UnifiedMetricDict" title="genai.types.UnifiedMetricDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UnifiedMetricDict</span></code></a><span class="pre">]]]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.metrics" title="Link to this definition">¶</a></dt>
+<dd><p>The metrics used for evaluation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationConfigDict.output_config">
+<span class="sig-name descname"><span class="pre">output_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.OutputConfigDict" title="genai.types.OutputConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">OutputConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationConfigDict.output_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for evaluation output.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EvaluationDataset">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationDataset</span></span><a class="headerlink" href="#genai.types.EvaluationDataset" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The dataset used for evaluation.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EvaluationDataset.bigquery_source" title="genai.types.EvaluationDataset.bigquery_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bigquery_source</span> <span class="pre">(genai.types.BigQuerySource</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluationDataset.gcs_source" title="genai.types.EvaluationDataset.gcs_source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_source</span> <span class="pre">(genai.types.GcsSource</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationDataset.bigquery_source">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bigquery_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BigQuerySource" title="genai.types.BigQuerySource"><code class="xref py py-class docutils literal notranslate"><span class="pre">BigQuerySource</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'bigquerySource')</span></em><a class="headerlink" href="#genai.types.EvaluationDataset.bigquery_source" title="Link to this definition">¶</a></dt>
+<dd><p>BigQuery source holds the dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationDataset.gcs_source">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsSource" title="genai.types.GcsSource"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsSource</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsSource')</span></em><a class="headerlink" href="#genai.types.EvaluationDataset.gcs_source" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EvaluationDatasetDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationDatasetDict</span></span><a class="headerlink" href="#genai.types.EvaluationDatasetDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The dataset used for evaluation.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationDatasetDict.bigquery_source">
+<span class="sig-name descname"><span class="pre">bigquery_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BigQuerySourceDict" title="genai.types.BigQuerySourceDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BigQuerySourceDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationDatasetDict.bigquery_source" title="Link to this definition">¶</a></dt>
+<dd><p>BigQuery source holds the dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationDatasetDict.gcs_source">
+<span class="sig-name descname"><span class="pre">gcs_source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsSourceDict" title="genai.types.GcsSourceDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsSourceDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationDatasetDict.gcs_source" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfig</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for parsing LLM responses.</p>
+<p>It can be used to parse the LLM response to be evaluated, or the LLM response
+from LLM-based metrics/Autoraters. This data type is not supported in Gemini
+API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EvaluationParserConfig.custom_code_parser_config" title="genai.types.EvaluationParserConfig.custom_code_parser_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_code_parser_config</span> <span class="pre">(genai.types.EvaluationParserConfigCustomCodeParserConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfig.custom_code_parser_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_code_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig" title="genai.types.EvaluationParserConfigCustomCodeParserConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customCodeParserConfig')</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfig.custom_code_parser_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Use custom code to parse the LLM response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfigCustomCodeParserConfig</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for parsing the LLM response using custom code.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region" title="genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_execution_region</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function" title="genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parsing_function</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution_region</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'codeExecutionRegion')</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request’s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request’s originating region is used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parsing_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parsingFunction')</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { “content”: {“property”: {“description”: “The response is factual.”}}, “type”: “FACTUALITY”, “importance”: “HIGH” }, { “content”: {“property”: {“description”: “The response is fluent.”}}, “type”: “FLUENCY”, “importance”: “MEDIUM” } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { “score”: 0.8, “explanation”: “The model followed most instructions.”, “rubric_verdicts”: […] } … code for result extraction and aggregation</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for parsing the LLM response using custom code.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region">
+<span class="sig-name descname"><span class="pre">code_execution_region</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region" title="Link to this definition">¶</a></dt>
+<dd><p>northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request’s originating region is used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request’s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function">
+<span class="sig-name descname"><span class="pre">parsing_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function" title="Link to this definition">¶</a></dt>
+<dd><p>list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { “content”: {“property”: {“description”: “The response is factual.”}}, “type”: “FACTUALITY”, “importance”: “HIGH” }, { “content”: {“property”: {“description”: “The response is fluent.”}}, “type”: “FLUENCY”, “importance”: “MEDIUM” } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { “score”: 0.8, “explanation”: “The model followed most instructions.”, “rubric_verdicts”: […] } … code for result extraction and aggregation</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>def parse(responses</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">EvaluationParserConfigDict</span></span><a class="headerlink" href="#genai.types.EvaluationParserConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for parsing LLM responses.</p>
+<p>It can be used to parse the LLM response to be evaluated, or the LLM response
+from LLM-based metrics/Autoraters. This data type is not supported in Gemini
+API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.EvaluationParserConfigDict.custom_code_parser_config">
+<span class="sig-name descname"><span class="pre">custom_code_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfigCustomCodeParserConfigDict" title="genai.types.EvaluationParserConfigCustomCodeParserConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.EvaluationParserConfigDict.custom_code_parser_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Use custom code to parse the LLM response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValue">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExactMatchMetricValue</span></span><a class="headerlink" href="#genai.types.ExactMatchMetricValue" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Exact match metric value for an instance.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ExactMatchMetricValue.score" title="genai.types.ExactMatchMetricValue.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValue.score">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExactMatchMetricValue.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Exact match score.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValueDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExactMatchMetricValueDict</span></span><a class="headerlink" href="#genai.types.ExactMatchMetricValueDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Exact match metric value for an instance.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExactMatchMetricValueDict.score">
+<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExactMatchMetricValueDict.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Exact match score.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ExecutableCode">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExecutableCode</span></span><a class="headerlink" href="#genai.types.ExecutableCode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Code generated by the model that is meant to be executed, and the result returned to the model.</p>
+<p>Generated when using the <cite>CodeExecution</cite> tool, in which the code will be
+automatically executed, and a corresponding CodeExecutionResult will also be
+generated.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ExecutableCode.code" title="genai.types.ExecutableCode.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExecutableCode.id" title="genai.types.ExecutableCode.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExecutableCode.language" title="genai.types.ExecutableCode.language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language</span> <span class="pre">(genai.types.Language</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExecutableCode.code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExecutableCode.code" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The code to be executed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExecutableCode.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExecutableCode.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Unique identifier of the <cite>ExecutableCode</cite> part. The server returns the <cite>CodeExecutionResult</cite> with the matching <cite>id</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExecutableCode.language">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Language" title="genai.types.Language"><code class="xref py py-class docutils literal notranslate"><span class="pre">Language</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExecutableCode.language" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Programming language of the <cite>code</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExecutableCodeDict</span></span><a class="headerlink" href="#genai.types.ExecutableCodeDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Code generated by the model that is meant to be executed, and the result returned to the model.</p>
+<p>Generated when using the <cite>CodeExecution</cite> tool, in which the code will be
+automatically executed, and a corresponding CodeExecutionResult will also be
+generated.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict.code">
+<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExecutableCodeDict.code" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The code to be executed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict.id">
+<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExecutableCodeDict.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Unique identifier of the <cite>ExecutableCode</cite> part. The server returns the <cite>CodeExecutionResult</cite> with the matching <cite>id</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExecutableCodeDict.language">
+<span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Language" title="genai.types.Language"><code class="xref py py-class docutils literal notranslate"><span class="pre">Language</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExecutableCodeDict.language" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Programming language of the <cite>code</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ExternalApi">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApi</span></span><a class="headerlink" href="#genai.types.ExternalApi" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Retrieve from data source powered by external API for grounding.</p>
+<p>The external API is not owned by Google, but need to follow the pre-defined
+API spec. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ExternalApi.api_auth" title="genai.types.ExternalApi.api_auth"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_auth</span> <span class="pre">(genai.types.ApiAuth</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApi.api_spec" title="genai.types.ExternalApi.api_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_spec</span> <span class="pre">(genai.types.ApiSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApi.auth_config" title="genai.types.ExternalApi.auth_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auth_config</span> <span class="pre">(genai.types.AuthConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApi.elastic_search_params" title="genai.types.ExternalApi.elastic_search_params"><code class="xref py py-obj docutils literal notranslate"><span class="pre">elastic_search_params</span> <span class="pre">(genai.types.ExternalApiElasticSearchParams</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApi.endpoint" title="genai.types.ExternalApi.endpoint"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoint</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApi.simple_search_params" title="genai.types.ExternalApi.simple_search_params"><code class="xref py py-obj docutils literal notranslate"><span class="pre">simple_search_params</span> <span class="pre">(genai.types.ExternalApiSimpleSearchParams</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApi.api_auth">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_auth</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiAuth" title="genai.types.ApiAuth"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiAuth</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiAuth')</span></em><a class="headerlink" href="#genai.types.ExternalApi.api_auth" title="Link to this definition">¶</a></dt>
+<dd><p>The authentication config to access the API. Deprecated. Please use auth_config instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApi.api_spec">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiSpec" title="genai.types.ApiSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiSpec')</span></em><a class="headerlink" href="#genai.types.ExternalApi.api_spec" title="Link to this definition">¶</a></dt>
+<dd><p>The API spec that the external API implements.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApi.auth_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfig" title="genai.types.AuthConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'authConfig')</span></em><a class="headerlink" href="#genai.types.ExternalApi.auth_config" title="Link to this definition">¶</a></dt>
+<dd><p>The authentication config to access the API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApi.elastic_search_params">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">elastic_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams" title="genai.types.ExternalApiElasticSearchParams"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiElasticSearchParams</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'elasticSearchParams')</span></em><a class="headerlink" href="#genai.types.ExternalApi.elastic_search_params" title="Link to this definition">¶</a></dt>
+<dd><p>Parameters for the elastic search API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApi.endpoint">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExternalApi.endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: <a class="reference external" href="https://acme.com:443/search">https://acme.com:443/search</a></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApi.simple_search_params">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">simple_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiSimpleSearchParams" title="genai.types.ExternalApiSimpleSearchParams"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiSimpleSearchParams</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'simpleSearchParams')</span></em><a class="headerlink" href="#genai.types.ExternalApi.simple_search_params" title="Link to this definition">¶</a></dt>
+<dd><p>Parameters for the simple search API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiDict</span></span><a class="headerlink" href="#genai.types.ExternalApiDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Retrieve from data source powered by external API for grounding.</p>
+<p>The external API is not owned by Google, but need to follow the pre-defined
+API spec. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict.api_auth">
+<span class="sig-name descname"><span class="pre">api_auth</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiAuthDict" title="genai.types.ApiAuthDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiAuthDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.api_auth" title="Link to this definition">¶</a></dt>
+<dd><p>The authentication config to access the API. Deprecated. Please use auth_config instead.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict.api_spec">
+<span class="sig-name descname"><span class="pre">api_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ApiSpec" title="genai.types.ApiSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApiSpec</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.api_spec" title="Link to this definition">¶</a></dt>
+<dd><p>The API spec that the external API implements.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict.auth_config">
+<span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfigDict" title="genai.types.AuthConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.auth_config" title="Link to this definition">¶</a></dt>
+<dd><p>The authentication config to access the API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict.elastic_search_params">
+<span class="sig-name descname"><span class="pre">elastic_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParamsDict" title="genai.types.ExternalApiElasticSearchParamsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiElasticSearchParamsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.elastic_search_params" title="Link to this definition">¶</a></dt>
+<dd><p>Parameters for the elastic search API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict.endpoint">
+<span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>//acme.com:443/search</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>https</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiDict.simple_search_params">
+<span class="sig-name descname"><span class="pre">simple_search_params</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExternalApiSimpleSearchParamsDict" title="genai.types.ExternalApiSimpleSearchParamsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExternalApiSimpleSearchParamsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiDict.simple_search_params" title="Link to this definition">¶</a></dt>
+<dd><p>Parameters for the simple search API.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiElasticSearchParams</span></span><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The search parameters to use for the ELASTIC_SEARCH spec.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams.index" title="genai.types.ExternalApiElasticSearchParams.index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">index</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams.num_hits" title="genai.types.ExternalApiElasticSearchParams.num_hits"><code class="xref py py-obj docutils literal notranslate"><span class="pre">num_hits</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ExternalApiElasticSearchParams.search_template" title="genai.types.ExternalApiElasticSearchParams.search_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">search_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams.index">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams.index" title="Link to this definition">¶</a></dt>
+<dd><p>The ElasticSearch index to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams.num_hits">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_hits</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numHits')</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams.num_hits" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the <cite>num_hits</cite> param.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParams.search_template">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'searchTemplate')</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParams.search_template" title="Link to this definition">¶</a></dt>
+<dd><p>The ElasticSearch search template to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiElasticSearchParamsDict</span></span><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The search parameters to use for the ELASTIC_SEARCH spec.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict.index">
+<span class="sig-name descname"><span class="pre">index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict.index" title="Link to this definition">¶</a></dt>
+<dd><p>The ElasticSearch index to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict.num_hits">
+<span class="sig-name descname"><span class="pre">num_hits</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict.num_hits" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the <cite>num_hits</cite> param.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ExternalApiElasticSearchParamsDict.search_template">
+<span class="sig-name descname"><span class="pre">search_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ExternalApiElasticSearchParamsDict.search_template" title="Link to this definition">¶</a></dt>
+<dd><p>The ElasticSearch search template to use.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ExternalApiSimpleSearchParams">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiSimpleSearchParams</span></span><a class="headerlink" href="#genai.types.ExternalApiSimpleSearchParams" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The search parameters to use for SIMPLE_SEARCH spec.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ExternalApiSimpleSearchParamsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ExternalApiSimpleSearchParamsDict</span></span><a class="headerlink" href="#genai.types.ExternalApiSimpleSearchParamsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The search parameters to use for SIMPLE_SEARCH spec.</p>
+<p>This data type is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FeatureSelectionPreference</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FeatureSelectionPreference" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Options for feature selection preference.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.BALANCED">
+<span class="sig-name descname"><span class="pre">BALANCED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BALANCED'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.BALANCED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.FEATURE_SELECTION_PREFERENCE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">FEATURE_SELECTION_PREFERENCE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FEATURE_SELECTION_PREFERENCE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.FEATURE_SELECTION_PREFERENCE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.PRIORITIZE_COST">
+<span class="sig-name descname"><span class="pre">PRIORITIZE_COST</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PRIORITIZE_COST'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.PRIORITIZE_COST" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FeatureSelectionPreference.PRIORITIZE_QUALITY">
+<span class="sig-name descname"><span class="pre">PRIORITIZE_QUALITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PRIORITIZE_QUALITY'</span></em><a class="headerlink" href="#genai.types.FeatureSelectionPreference.PRIORITIZE_QUALITY" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FetchPredictOperationConfig</span></span><a class="headerlink" href="#genai.types.FetchPredictOperationConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FetchPredictOperationConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FetchPredictOperationConfig.http_options" title="genai.types.FetchPredictOperationConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.FetchPredictOperationConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FetchPredictOperationConfigDict</span></span><a class="headerlink" href="#genai.types.FetchPredictOperationConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FetchPredictOperationConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FetchPredictOperationConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.File">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">File</span></span><a class="headerlink" href="#genai.types.File" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A file uploaded to the API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.File.create_time" title="genai.types.File.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.display_name" title="genai.types.File.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.download_uri" title="genai.types.File.download_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">download_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.error" title="genai.types.File.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.FileStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.expiration_time" title="genai.types.File.expiration_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expiration_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.mime_type" title="genai.types.File.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.name" title="genai.types.File.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.sha256_hash" title="genai.types.File.sha256_hash"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sha256_hash</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.size_bytes" title="genai.types.File.size_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size_bytes</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.source" title="genai.types.File.source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source</span> <span class="pre">(genai.types.FileSource</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.state" title="genai.types.File.state"><code class="xref py py-obj docutils literal notranslate"><span class="pre">state</span> <span class="pre">(genai.types.FileState</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.update_time" title="genai.types.File.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.uri" title="genai.types.File.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.File.video_metadata" title="genai.types.File.video_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video_metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.create_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.File.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The timestamp of when the <cite>File</cite> was created.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.File.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The human-readable display name for the <cite>File</cite>. The display name must be no more than 512 characters in length, including spaces. Example: ‘Welcome Image’</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.download_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">download_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'downloadUri')</span></em><a class="headerlink" href="#genai.types.File.download_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The URI of the <cite>File</cite>, only set for downloadable (generated) files.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.error">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileStatus" title="genai.types.FileStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.error" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Error status if File processing failed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.expiration_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expiration_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expirationTime')</span></em><a class="headerlink" href="#genai.types.File.expiration_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The timestamp of when the <cite>File</cite> will be deleted. Only set if the <cite>File</cite> is scheduled to expire.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.File.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. MIME type of the file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.name" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>File</cite> resource name. The ID (name excluding the “files/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: <cite>files/123-456</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.sha256_hash">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sha256_hash</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sha256Hash')</span></em><a class="headerlink" href="#genai.types.File.sha256_hash" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.size_bytes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sizeBytes')</span></em><a class="headerlink" href="#genai.types.File.size_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Size of the file in bytes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.source">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSource" title="genai.types.FileSource"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSource</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.source" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The source of the <cite>File</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.state">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileState" title="genai.types.FileState"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileState</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.state" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Processing state of the File.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.update_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.File.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The timestamp of when the <cite>File</cite> was last updated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.uri" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The URI of the <cite>File</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.File.video_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'videoMetadata')</span></em><a class="headerlink" href="#genai.types.File.video_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Metadata for a video.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FileData">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileData</span></span><a class="headerlink" href="#genai.types.FileData" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>URI-based data.</p>
+<p>A FileData message contains a URI pointing to data of a specific media type.
+It is used to represent images, audio, and video stored in Google Cloud
+Storage.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FileData.display_name" title="genai.types.FileData.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileData.file_uri" title="genai.types.FileData.file_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileData.mime_type" title="genai.types.FileData.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileData.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FileData.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileData.file_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileUri')</span></em><a class="headerlink" href="#genai.types.FileData.file_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The URI of the file in Google Cloud Storage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileData.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.FileData.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileDataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileDataDict</span></span><a class="headerlink" href="#genai.types.FileDataDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>URI-based data.</p>
+<p>A FileData message contains a URI pointing to data of a specific media type.
+It is used to represent images, audio, and video stored in Google Cloud
+Storage.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDataDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDataDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDataDict.file_uri">
+<span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDataDict.file_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The URI of the file in Google Cloud Storage.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDataDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDataDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileDict</span></span><a class="headerlink" href="#genai.types.FileDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A file uploaded to the API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.create_time">
+<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The timestamp of when the <cite>File</cite> was created.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>‘Welcome Image’</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The human-readable display name for the <cite>File</cite>. The display name must be no more than 512 characters in length, including spaces. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.download_uri">
+<span class="sig-name descname"><span class="pre">download_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.download_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The URI of the <cite>File</cite>, only set for downloadable (generated) files.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileStatusDict" title="genai.types.FileStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.error" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Error status if File processing failed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.expiration_time">
+<span class="sig-name descname"><span class="pre">expiration_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.expiration_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The timestamp of when the <cite>File</cite> will be deleted. Only set if the <cite>File</cite> is scheduled to expire.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. MIME type of the file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.name" title="Link to this definition">¶</a></dt>
+<dd><p><cite>files/123-456</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The <cite>File</cite> resource name. The ID (name excluding the “files/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.sha256_hash">
+<span class="sig-name descname"><span class="pre">sha256_hash</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.sha256_hash" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.size_bytes">
+<span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.size_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Size of the file in bytes.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.source">
+<span class="sig-name descname"><span class="pre">source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSource" title="genai.types.FileSource"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSource</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.source" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The source of the <cite>File</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.state">
+<span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileState" title="genai.types.FileState"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileState</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.state" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Processing state of the File.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.update_time">
+<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The timestamp of when the <cite>File</cite> was last updated.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.uri">
+<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.uri" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The URI of the <cite>File</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileDict.video_metadata">
+<span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FileDict.video_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Metadata for a video.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FileSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearch</span></span><a class="headerlink" href="#genai.types.FileSearch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.</p>
+<p>Files are imported to Semantic Retrieval corpora using the ImportFile API.
+This data type is not supported in Vertex AI.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FileSearch.file_search_store_names" title="genai.types.FileSearch.file_search_store_names"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search_store_names</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearch.metadata_filter" title="genai.types.FileSearch.metadata_filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata_filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearch.top_k" title="genai.types.FileSearch.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearch.file_search_store_names">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search_store_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearchStoreNames')</span></em><a class="headerlink" href="#genai.types.FileSearch.file_search_store_names" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The names of the file_search_stores to retrieve from. Example: <cite>fileSearchStores/my-file-search-store-123</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearch.metadata_filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metadataFilter')</span></em><a class="headerlink" href="#genai.types.FileSearch.metadata_filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Metadata filter to apply to the semantic retrieval documents and chunks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearch.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.FileSearch.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of semantic retrieval chunks to retrieve.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearchDict</span></span><a class="headerlink" href="#genai.types.FileSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.</p>
+<p>Files are imported to Semantic Retrieval corpora using the ImportFile API.
+This data type is not supported in Vertex AI.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchDict.file_search_store_names">
+<span class="sig-name descname"><span class="pre">file_search_store_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FileSearchDict.file_search_store_names" title="Link to this definition">¶</a></dt>
+<dd><p><cite>fileSearchStores/my-file-search-store-123</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Required. The names of the file_search_stores to retrieve from. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchDict.metadata_filter">
+<span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchDict.metadata_filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Metadata filter to apply to the semantic retrieval documents and chunks.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of semantic retrieval chunks to retrieve.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearchStore</span></span><a class="headerlink" href="#genai.types.FileSearchStore" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A collection of Documents.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearchStore&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A collection of Documents.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Immutable. Identifier. The `FileSearchStore` resource name. It is an ID (name excluding the \&quot;fileSearchStores/\&quot; prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/my-awesome-file-search-store-123a456b789c` If `display_name` is not provided, the name will be randomly generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `FileSearchStore`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Docs on Semantic Retriever\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was created.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;activeDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are active and ready for retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Activedocumentscount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pendingDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are being processed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pendingdocumentscount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;failedDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that have failed processing.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Faileddocumentscount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the `FileSearchStore`. This is the total size of all the documents in the `FileSearchStore`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;embeddingModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding model used by the FileSearchStore.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddingmodel&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.active_documents_count" title="genai.types.FileSearchStore.active_documents_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">active_documents_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.create_time" title="genai.types.FileSearchStore.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.display_name" title="genai.types.FileSearchStore.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.embedding_model" title="genai.types.FileSearchStore.embedding_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">embedding_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.failed_documents_count" title="genai.types.FileSearchStore.failed_documents_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">failed_documents_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.name" title="genai.types.FileSearchStore.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.pending_documents_count" title="genai.types.FileSearchStore.pending_documents_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pending_documents_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.size_bytes" title="genai.types.FileSearchStore.size_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size_bytes</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileSearchStore.update_time" title="genai.types.FileSearchStore.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.active_documents_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">active_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activeDocumentsCount')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.active_documents_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are active and ready for retrieval.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.create_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was created.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The human-readable display name for the <cite>FileSearchStore</cite>. The display name must be no more than 512 characters in length, including spaces. Example: “Docs on Semantic Retriever”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.embedding_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'embeddingModel')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.embedding_model" title="Link to this definition">¶</a></dt>
+<dd><p>The embedding model used by the FileSearchStore.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.failed_documents_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">failed_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'failedDocumentsCount')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.failed_documents_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that have failed processing.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileSearchStore.name" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Immutable. Identifier. The <cite>FileSearchStore</cite> resource name. It is an ID (name excluding the “fileSearchStores/” prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example: <cite>fileSearchStores/my-awesome-file-search-store-123a456b789c</cite> If <cite>display_name</cite> is not provided, the name will be randomly generated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.pending_documents_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pending_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pendingDocumentsCount')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.pending_documents_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are being processed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.size_bytes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sizeBytes')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.size_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The size of raw bytes ingested into the <cite>FileSearchStore</cite>. This is the total size of all the documents in the <cite>FileSearchStore</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileSearchStore.update_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was last updated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearchStoreDict</span></span><a class="headerlink" href="#genai.types.FileSearchStoreDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A collection of Documents.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.active_documents_count">
+<span class="sig-name descname"><span class="pre">active_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.active_documents_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are active and ready for retrieval.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.create_time">
+<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was created.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>“Docs on Semantic Retriever”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The human-readable display name for the <cite>FileSearchStore</cite>. The display name must be no more than 512 characters in length, including spaces. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.embedding_model">
+<span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.embedding_model" title="Link to this definition">¶</a></dt>
+<dd><p>The embedding model used by the FileSearchStore.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.failed_documents_count">
+<span class="sig-name descname"><span class="pre">failed_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.failed_documents_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that have failed processing.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.name" title="Link to this definition">¶</a></dt>
+<dd><p><cite>fileSearchStores/my-awesome-file-search-store-123a456b789c</cite> If <cite>display_name</cite> is not provided, the name will be randomly generated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Output only. Immutable. Identifier. The <cite>FileSearchStore</cite> resource name. It is an ID (name excluding the “fileSearchStores/” prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.pending_documents_count">
+<span class="sig-name descname"><span class="pre">pending_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.pending_documents_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are being processed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.size_bytes">
+<span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.size_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The size of raw bytes ingested into the <cite>FileSearchStore</cite>. This is the total size of all the documents in the <cite>FileSearchStore</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.update_time">
+<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was last updated.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileSource">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FileSource" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Source of the File.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSource.GENERATED">
+<span class="sig-name descname"><span class="pre">GENERATED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GENERATED'</span></em><a class="headerlink" href="#genai.types.FileSource.GENERATED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSource.REGISTERED">
+<span class="sig-name descname"><span class="pre">REGISTERED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REGISTERED'</span></em><a class="headerlink" href="#genai.types.FileSource.REGISTERED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSource.SOURCE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">SOURCE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SOURCE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FileSource.SOURCE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileSource.UPLOADED">
+<span class="sig-name descname"><span class="pre">UPLOADED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UPLOADED'</span></em><a class="headerlink" href="#genai.types.FileSource.UPLOADED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileState">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FileState" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>State for the lifecycle of a File.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileState.ACTIVE">
+<span class="sig-name descname"><span class="pre">ACTIVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ACTIVE'</span></em><a class="headerlink" href="#genai.types.FileState.ACTIVE" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileState.FAILED">
+<span class="sig-name descname"><span class="pre">FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FAILED'</span></em><a class="headerlink" href="#genai.types.FileState.FAILED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileState.PROCESSING">
+<span class="sig-name descname"><span class="pre">PROCESSING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROCESSING'</span></em><a class="headerlink" href="#genai.types.FileState.PROCESSING" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileState.STATE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">STATE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FileState.STATE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FileStatus">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileStatus</span></span><a class="headerlink" href="#genai.types.FileStatus" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Status of a File that uses a common error model.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FileStatus.code" title="genai.types.FileStatus.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileStatus.details" title="genai.types.FileStatus.details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">details</span> <span class="pre">(list[dict[str,</span> <span class="pre">Any]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FileStatus.message" title="genai.types.FileStatus.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileStatus.code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileStatus.code" title="Link to this definition">¶</a></dt>
+<dd><p>The status code. 0 for OK, 1 for CANCELLED</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileStatus.details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileStatus.details" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FileStatus.message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileStatus.message" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FileStatusDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileStatusDict</span></span><a class="headerlink" href="#genai.types.FileStatusDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Status of a File that uses a common error model.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileStatusDict.code">
+<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileStatusDict.code" title="Link to this definition">¶</a></dt>
+<dd><p>The status code. 0 for OK, 1 for CANCELLED</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileStatusDict.details">
+<span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><a class="headerlink" href="#genai.types.FileStatusDict.details" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FileStatusDict.message">
+<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileStatusDict.message" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FinishReason">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FinishReason</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FinishReason" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Output only. The reason why the model stopped generating tokens.</p>
+<p>If empty, the model has not stopped generating the tokens.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.BLOCKLIST">
+<span class="sig-name descname"><span class="pre">BLOCKLIST</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKLIST'</span></em><a class="headerlink" href="#genai.types.FinishReason.BLOCKLIST" title="Link to this definition">¶</a></dt>
+<dd><p>Token generation stopped because the content contains forbidden terms.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.FINISH_REASON_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">FINISH_REASON_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FINISH_REASON_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FinishReason.FINISH_REASON_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The finish reason is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_OTHER">
+<span class="sig-name descname"><span class="pre">IMAGE_OTHER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_OTHER'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_OTHER" title="Link to this definition">¶</a></dt>
+<dd><p>Image generation stopped for a reason not otherwise specified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_PROHIBITED_CONTENT">
+<span class="sig-name descname"><span class="pre">IMAGE_PROHIBITED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_PROHIBITED_CONTENT'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_PROHIBITED_CONTENT" title="Link to this definition">¶</a></dt>
+<dd><p>Image generation stopped because the generated images have prohibited content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_RECITATION">
+<span class="sig-name descname"><span class="pre">IMAGE_RECITATION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_RECITATION'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_RECITATION" title="Link to this definition">¶</a></dt>
+<dd><p>Image generation stopped because the generated image may be a recitation from a source.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_SAFETY">
+<span class="sig-name descname"><span class="pre">IMAGE_SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SAFETY'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_SAFETY" title="Link to this definition">¶</a></dt>
+<dd><p>Token generation stopped because generated images have safety violations.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.LANGUAGE">
+<span class="sig-name descname"><span class="pre">LANGUAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LANGUAGE'</span></em><a class="headerlink" href="#genai.types.FinishReason.LANGUAGE" title="Link to this definition">¶</a></dt>
+<dd><p>The token generation stopped because of using an unsupported language.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.MALFORMED_FUNCTION_CALL">
+<span class="sig-name descname"><span class="pre">MALFORMED_FUNCTION_CALL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MALFORMED_FUNCTION_CALL'</span></em><a class="headerlink" href="#genai.types.FinishReason.MALFORMED_FUNCTION_CALL" title="Link to this definition">¶</a></dt>
+<dd><p>The function call generated by the model is invalid.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.MAX_TOKENS">
+<span class="sig-name descname"><span class="pre">MAX_TOKENS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MAX_TOKENS'</span></em><a class="headerlink" href="#genai.types.FinishReason.MAX_TOKENS" title="Link to this definition">¶</a></dt>
+<dd><p>Token generation reached the configured maximum output tokens.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.NO_IMAGE">
+<span class="sig-name descname"><span class="pre">NO_IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NO_IMAGE'</span></em><a class="headerlink" href="#genai.types.FinishReason.NO_IMAGE" title="Link to this definition">¶</a></dt>
+<dd><p>The model was expected to generate an image, but none was generated.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.OTHER">
+<span class="sig-name descname"><span class="pre">OTHER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OTHER'</span></em><a class="headerlink" href="#genai.types.FinishReason.OTHER" title="Link to this definition">¶</a></dt>
+<dd><p>All other reasons that stopped the token generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.PROHIBITED_CONTENT">
+<span class="sig-name descname"><span class="pre">PROHIBITED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROHIBITED_CONTENT'</span></em><a class="headerlink" href="#genai.types.FinishReason.PROHIBITED_CONTENT" title="Link to this definition">¶</a></dt>
+<dd><p>Token generation stopped for potentially containing prohibited content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.RECITATION">
+<span class="sig-name descname"><span class="pre">RECITATION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'RECITATION'</span></em><a class="headerlink" href="#genai.types.FinishReason.RECITATION" title="Link to this definition">¶</a></dt>
+<dd><p>The token generation stopped because of potential recitation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.SAFETY">
+<span class="sig-name descname"><span class="pre">SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SAFETY'</span></em><a class="headerlink" href="#genai.types.FinishReason.SAFETY" title="Link to this definition">¶</a></dt>
+<dd><p>When streaming, [content][] is empty if content filters blocks the output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Token generation stopped because the content potentially contains safety violations. NOTE</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.SPII">
+<span class="sig-name descname"><span class="pre">SPII</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SPII'</span></em><a class="headerlink" href="#genai.types.FinishReason.SPII" title="Link to this definition">¶</a></dt>
+<dd><p>Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.STOP">
+<span class="sig-name descname"><span class="pre">STOP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STOP'</span></em><a class="headerlink" href="#genai.types.FinishReason.STOP" title="Link to this definition">¶</a></dt>
+<dd><p>Token generation reached a natural stopping point or a configured stop sequence.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.TOO_MANY_TOOL_CALLS">
+<span class="sig-name descname"><span class="pre">TOO_MANY_TOOL_CALLS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TOO_MANY_TOOL_CALLS'</span></em><a class="headerlink" href="#genai.types.FinishReason.TOO_MANY_TOOL_CALLS" title="Link to this definition">¶</a></dt>
+<dd><p>Model called too many tools consecutively, thus the system exited execution.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FinishReason.UNEXPECTED_TOOL_CALL">
+<span class="sig-name descname"><span class="pre">UNEXPECTED_TOOL_CALL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UNEXPECTED_TOOL_CALL'</span></em><a class="headerlink" href="#genai.types.FinishReason.UNEXPECTED_TOOL_CALL" title="Link to this definition">¶</a></dt>
+<dd><p>The tool call generated by the model is invalid.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FullFineTuningSpec</span></span><a class="headerlink" href="#genai.types.FullFineTuningSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tuning Spec for Full Fine Tuning.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FullFineTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedHyperParameters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Full Fine Tuning.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SupervisedHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for SFT. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for tuning. This feature is only available for open source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Learning rate for tuning. Mutually exclusive with `learning_rate_multiplier`. This feature is only available for open source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate. Mutually exclusive with `learning_rate`. This feature is only available for 1P models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FullFineTuningSpec.hyper_parameters" title="genai.types.FullFineTuningSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.SupervisedHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FullFineTuningSpec.training_dataset_uri" title="genai.types.FullFineTuningSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FullFineTuningSpec.validation_dataset_uri" title="genai.types.FullFineTuningSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec.hyper_parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SupervisedHyperParameters" title="genai.types.SupervisedHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">SupervisedHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Hyperparameters for Full Fine Tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec.training_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FullFineTuningSpecDict</span></span><a class="headerlink" href="#genai.types.FullFineTuningSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tuning Spec for Full Fine Tuning.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict.hyper_parameters">
+<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SupervisedHyperParametersDict" title="genai.types.SupervisedHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SupervisedHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Hyperparameters for Full Fine Tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict.training_dataset_uri">
+<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionCall">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCall</span></span><a class="headerlink" href="#genai.types.FunctionCall" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionCall.args" title="genai.types.FunctionCall.args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionCall.id" title="genai.types.FunctionCall.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionCall.name" title="genai.types.FunctionCall.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionCall.partial_args" title="genai.types.FunctionCall.partial_args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">partial_args</span> <span class="pre">(list[genai.types.PartialArg]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionCall.will_continue" title="genai.types.FunctionCall.will_continue"><code class="xref py py-obj docutils literal notranslate"><span class="pre">will_continue</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCall.args">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCall.args" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCall.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCall.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The unique id of the function call. If populated, the client to execute the <cite>function_call</cite> and return the response with the matching <cite>id</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCall.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCall.name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The name of the function to call. Matches FunctionDeclaration.name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCall.partial_args">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">partial_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartialArg" title="genai.types.PartialArg"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartialArg</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'partialArgs')</span></em><a class="headerlink" href="#genai.types.FunctionCall.partial_args" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCall.will_continue">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'willContinue')</span></em><a class="headerlink" href="#genai.types.FunctionCall.will_continue" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionCallDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallDict</span></span><a class="headerlink" href="#genai.types.FunctionCallDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallDict.args">
+<span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.args" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallDict.id">
+<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The unique id of the function call. If populated, the client to execute the <cite>function_call</cite> and return the response with the matching <cite>id</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The name of the function to call. Matches FunctionDeclaration.name.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallDict.partial_args">
+<span class="sig-name descname"><span class="pre">partial_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartialArgDict" title="genai.types.PartialArgDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartialArgDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.partial_args" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallDict.will_continue">
+<span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.will_continue" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallingConfig</span></span><a class="headerlink" href="#genai.types.FunctionCallingConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Function calling config.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionCallingConfig.allowed_function_names" title="genai.types.FunctionCallingConfig.allowed_function_names"><code class="xref py py-obj docutils literal notranslate"><span class="pre">allowed_function_names</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionCallingConfig.mode" title="genai.types.FunctionCallingConfig.mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mode</span> <span class="pre">(genai.types.FunctionCallingConfigMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionCallingConfig.stream_function_call_arguments" title="genai.types.FunctionCallingConfig.stream_function_call_arguments"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stream_function_call_arguments</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig.allowed_function_names">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">allowed_function_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'allowedFunctionNames')</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfig.allowed_function_names" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig.mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfigMode" title="genai.types.FunctionCallingConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfigMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfig.mode" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function calling mode.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig.stream_function_call_arguments">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stream_function_call_arguments</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'streamFunctionCallArguments')</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfig.stream_function_call_arguments" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the <cite>FunctionCall.partial_args</cite> field. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallingConfigDict</span></span><a class="headerlink" href="#genai.types.FunctionCallingConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Function calling config.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict.allowed_function_names">
+<span class="sig-name descname"><span class="pre">allowed_function_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigDict.allowed_function_names" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict.mode">
+<span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfigMode" title="genai.types.FunctionCallingConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfigMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigDict.mode" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function calling mode.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict.stream_function_call_arguments">
+<span class="sig-name descname"><span class="pre">stream_function_call_arguments</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigDict.stream_function_call_arguments" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the <cite>FunctionCall.partial_args</cite> field. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallingConfigMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionCallingConfigMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Function calling mode.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.ANY">
+<span class="sig-name descname"><span class="pre">ANY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ANY'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.ANY" title="Link to this definition">¶</a></dt>
+<dd><p>Model is constrained to always predicting function calls only. If “allowed_function_names” are set, the predicted function calls will be limited to any one of “allowed_function_names”, else the predicted function calls will be any one of the provided “function_declarations”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.AUTO">
+<span class="sig-name descname"><span class="pre">AUTO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AUTO'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.AUTO" title="Link to this definition">¶</a></dt>
+<dd><p>Default model behavior, model decides to predict either function calls or natural language response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.MODE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MODE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.MODE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified function calling mode. This value should not be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.NONE">
+<span class="sig-name descname"><span class="pre">NONE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NONE'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.NONE" title="Link to this definition">¶</a></dt>
+<dd><p>Model will not predict any function calls. Model behavior is same as when not passing any function declarations.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.VALIDATED">
+<span class="sig-name descname"><span class="pre">VALIDATED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VALIDATED'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.VALIDATED" title="Link to this definition">¶</a></dt>
+<dd><p>Model is constrained to predict either function calls or natural language response. If “allowed_function_names” are set, the predicted function calls will be limited to any one of “allowed_function_names”, else the predicted function calls will be any one of the provided “function_declarations”.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionDeclaration</span></span><a class="headerlink" href="#genai.types.FunctionDeclaration" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3">https://spec.openapis.org/oas/v3.0.3</a>).</p>
+<p>Included in this declaration are the function name, description, parameters
+and response type. This FunctionDeclaration is a representation of a block of
+code that can be used as a <cite>Tool</cite> by the model and executed by the client.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.behavior" title="genai.types.FunctionDeclaration.behavior"><code class="xref py py-obj docutils literal notranslate"><span class="pre">behavior</span> <span class="pre">(genai.types.Behavior</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.description" title="genai.types.FunctionDeclaration.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.name" title="genai.types.FunctionDeclaration.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.parameters" title="genai.types.FunctionDeclaration.parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parameters</span> <span class="pre">(genai.types.Schema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.parameters_json_schema" title="genai.types.FunctionDeclaration.parameters_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parameters_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.response" title="genai.types.FunctionDeclaration.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.Schema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.response_json_schema" title="genai.types.FunctionDeclaration.response_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.behavior">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">behavior</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Behavior" title="genai.types.Behavior"><code class="xref py py-class docutils literal notranslate"><span class="pre">Behavior</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.behavior" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.description" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.parameters_json_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parameters_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parametersJsonSchema')</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.parameters_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;object&quot;,</span> <span class="pre">&quot;properties&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;name&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;string&quot;</span> <span class="pre">},</span> <span class="pre">&quot;age&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;integer&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;additionalProperties&quot;:</span> <span class="pre">false,</span> <span class="pre">&quot;required&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;],</span> <span class="pre">&quot;propertyOrdering&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;]</span> <span class="pre">}</span> <span class="pre">`</span></code> This field is mutually exclusive with <cite>parameters</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.response" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.response_json_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseJsonSchema')</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.response_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with <cite>response</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.from_callable">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_callable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">behavior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_json_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionDeclaration.from_callable" title="Link to this definition">¶</a></dt>
+<dd><p>Converts a Callable to a FunctionDeclaration based on the client.</p>
+<p>Note: For best results prefer
+[Google-style
+docstring](<a class="reference external" href="https://google.github.io/styleguide/pyguide.html#383-functions-and-methods">https://google.github.io/styleguide/pyguide.html#383-functions-and-methods</a>)
+when describing arguments. This function does <strong>not</strong> parse argument
+descriptions into the property description slots of the resulting structure.
+Instead it sends the whole docstring in the top-level function description.
+Google-style docstring are closest to what the model is trained on.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionDeclaration" title="genai.types.FunctionDeclaration"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclaration</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.from_callable_with_api_option">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_callable_with_api_option</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">callable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_option</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'GEMINI_API'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">behavior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_json_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionDeclaration.from_callable_with_api_option" title="Link to this definition">¶</a></dt>
+<dd><p>Converts a Callable to a FunctionDeclaration based on the API option.</p>
+<p>Supported API option is ‘ENTERPRISE’, ‘GEMINI_API’ or ‘VERTEX_AI’. If
+api_option is unset, it will default to ‘GEMINI_API’. If unsupported
+api_option is provided, it will raise ValueError.
+Note: ‘VERTEX_AI’ is to be deprecated, please use ‘ENTERPRISE’ instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionDeclaration" title="genai.types.FunctionDeclaration"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclaration</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionDeclarationDict</span></span><a class="headerlink" href="#genai.types.FunctionDeclarationDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3">https://spec.openapis.org/oas/v3.0.3</a>).</p>
+<p>Included in this declaration are the function name, description, parameters
+and response type. This FunctionDeclaration is a representation of a block of
+code that can be used as a <cite>Tool</cite> by the model and executed by the client.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.behavior">
+<span class="sig-name descname"><span class="pre">behavior</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Behavior" title="genai.types.Behavior"><code class="xref py py-class docutils literal notranslate"><span class="pre">Behavior</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.behavior" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.description">
+<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.description" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.parameters">
+<span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.parameters" title="Link to this definition">¶</a></dt>
+<dd><p>the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>the name of the parameter. Parameter names are case sensitive. Schema Value</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.parameters_json_schema">
+<span class="sig-name descname"><span class="pre">parameters_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.parameters_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p><code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;object&quot;,</span> <span class="pre">&quot;properties&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;name&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;string&quot;</span> <span class="pre">},</span> <span class="pre">&quot;age&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;integer&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;additionalProperties&quot;:</span> <span class="pre">false,</span> <span class="pre">&quot;required&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;],</span> <span class="pre">&quot;propertyOrdering&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;]</span> <span class="pre">}</span> <span class="pre">`</span></code> This field is mutually exclusive with <cite>parameters</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.response">
+<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.response" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.response_json_schema">
+<span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.response_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with <cite>response</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponse</span></span><a class="headerlink" href="#genai.types.FunctionResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.</p>
+<p>This should contain the result of a <cite>FunctionCall</cite> made based on model
+prediction.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionResponse.id" title="genai.types.FunctionResponse.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponse.name" title="genai.types.FunctionResponse.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponse.parts" title="genai.types.FunctionResponse.parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parts</span> <span class="pre">(list[genai.types.FunctionResponsePart]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponse.response" title="genai.types.FunctionResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponse.scheduling" title="genai.types.FunctionResponse.scheduling"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scheduling</span> <span class="pre">(genai.types.FunctionResponseScheduling</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponse.will_continue" title="genai.types.FunctionResponse.will_continue"><code class="xref py py-obj docutils literal notranslate"><span class="pre">will_continue</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call <cite>id</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.parts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponsePart" title="genai.types.FunctionResponsePart"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePart</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.parts" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Ordered <cite>Parts</cite> that constitute a function response. Parts may have different IANA MIME types.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.response" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The function response in JSON object format. Use “output” key to specify function output and “error” key to specify error details (if any). If “output” and “error” keys are not specified, then whole “response” is treated as function output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.scheduling">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scheduling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseScheduling" title="genai.types.FunctionResponseScheduling"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseScheduling</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.scheduling" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.will_continue">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'willContinue')</span></em><a class="headerlink" href="#genai.types.FunctionResponse.will_continue" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty <cite>response</cite> with <cite>will_continue=False</cite> to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set <cite>scheduling</cite> to <cite>SILENT</cite>. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.FunctionResponse.from_mcp_response">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_mcp_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">response</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponse.from_mcp_response" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionResponse" title="genai.types.FunctionResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseBlob</span></span><a class="headerlink" href="#genai.types.FunctionResponseBlob" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Raw media bytes for function response.</p>
+<p>Text should not be sent as raw bytes, use the ‘text’ field.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionResponseBlob.data" title="genai.types.FunctionResponseBlob.data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">data</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponseBlob.display_name" title="genai.types.FunctionResponseBlob.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponseBlob.mime_type" title="genai.types.FunctionResponseBlob.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob.data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlob.data" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Raw bytes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlob.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlob.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseBlobDict</span></span><a class="headerlink" href="#genai.types.FunctionResponseBlobDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Raw media bytes for function response.</p>
+<p>Text should not be sent as raw bytes, use the ‘text’ field.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict.data">
+<span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlobDict.data" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Raw bytes.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlobDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlobDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseDict</span></span><a class="headerlink" href="#genai.types.FunctionResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.</p>
+<p>This should contain the result of a <cite>FunctionCall</cite> made based on model
+prediction.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.id">
+<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call <cite>id</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.parts">
+<span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponsePartDict" title="genai.types.FunctionResponsePartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePartDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.parts" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Ordered <cite>Parts</cite> that constitute a function response. Parts may have different IANA MIME types.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.response">
+<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.response" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The function response in JSON object format. Use “output” key to specify function output and “error” key to specify error details (if any). If “output” and “error” keys are not specified, then whole “response” is treated as function output.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.scheduling">
+<span class="sig-name descname"><span class="pre">scheduling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseScheduling" title="genai.types.FunctionResponseScheduling"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseScheduling</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.scheduling" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.will_continue">
+<span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.will_continue" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty <cite>response</cite> with <cite>will_continue=False</cite> to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set <cite>scheduling</cite> to <cite>SILENT</cite>. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseFileData</span></span><a class="headerlink" href="#genai.types.FunctionResponseFileData" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>URI based data for function response.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionResponseFileData.display_name" title="genai.types.FunctionResponseFileData.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponseFileData.file_uri" title="genai.types.FunctionResponseFileData.file_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponseFileData.mime_type" title="genai.types.FunctionResponseFileData.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileData.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData.file_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileUri')</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileData.file_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. URI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileData.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseFileDataDict</span></span><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>URI based data for function response.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict.file_uri">
+<span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict.file_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. URI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The IANA standard MIME type of the source data.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePart">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponsePart</span></span><a class="headerlink" href="#genai.types.FunctionResponsePart" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A datatype containing media that is part of a <cite>FunctionResponse</cite> message.</p>
+<p>A <cite>FunctionResponsePart</cite> consists of data which has an associated datatype. A
+<cite>FunctionResponsePart</cite> can only contain one of the accepted types in
+<cite>FunctionResponsePart.data</cite>. A <cite>FunctionResponsePart</cite> must have a fixed IANA
+MIME type identifying the type and subtype of the media if the <cite>inline_data</cite>
+field is filled with raw bytes.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.FunctionResponsePart.file_data" title="genai.types.FunctionResponsePart.file_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_data</span> <span class="pre">(genai.types.FunctionResponseFileData</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.FunctionResponsePart.inline_data" title="genai.types.FunctionResponsePart.inline_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inline_data</span> <span class="pre">(genai.types.FunctionResponseBlob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.file_data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseFileData" title="genai.types.FunctionResponseFileData"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseFileData</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileData')</span></em><a class="headerlink" href="#genai.types.FunctionResponsePart.file_data" title="Link to this definition">¶</a></dt>
+<dd><p>URI based data. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.inline_data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseBlob" title="genai.types.FunctionResponseBlob"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseBlob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlineData')</span></em><a class="headerlink" href="#genai.types.FunctionResponsePart.inline_data" title="Link to this definition">¶</a></dt>
+<dd><p>Inline media bytes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.from_bytes">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_bytes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponsePart.from_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a FunctionResponsePart from bytes and mime type.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionResponsePart" title="genai.types.FunctionResponsePart"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePart</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>data</strong> (<em>bytes</em>) – The bytes of the data</p></li>
+<li><p><strong>mime_type</strong> (<em>str</em>) – mime_type: The MIME type of the data.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.from_uri">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_uri</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_uri</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponsePart.from_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a FunctionResponsePart from a file uri.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionResponsePart" title="genai.types.FunctionResponsePart"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePart</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>file_uri</strong> (<em>str</em>) – The uri of the file</p></li>
+<li><p><strong>mime_type</strong> (<em>str</em>) – mime_type: The MIME type of the file. If not provided,
+the MIME type will be automatically determined.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePartDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponsePartDict</span></span><a class="headerlink" href="#genai.types.FunctionResponsePartDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A datatype containing media that is part of a <cite>FunctionResponse</cite> message.</p>
+<p>A <cite>FunctionResponsePart</cite> consists of data which has an associated datatype. A
+<cite>FunctionResponsePart</cite> can only contain one of the accepted types in
+<cite>FunctionResponsePart.data</cite>. A <cite>FunctionResponsePart</cite> must have a fixed IANA
+MIME type identifying the type and subtype of the media if the <cite>inline_data</cite>
+field is filled with raw bytes.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePartDict.file_data">
+<span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseFileDataDict" title="genai.types.FunctionResponseFileDataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseFileDataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponsePartDict.file_data" title="Link to this definition">¶</a></dt>
+<dd><p>URI based data. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponsePartDict.inline_data">
+<span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseBlobDict" title="genai.types.FunctionResponseBlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseBlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponsePartDict.inline_data" title="Link to this definition">¶</a></dt>
+<dd><p>Inline media bytes.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseScheduling</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponseScheduling" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Specifies how the response should be scheduled in the conversation.</p>
+<p>Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults
+to WHEN_IDLE.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.INTERRUPT">
+<span class="sig-name descname"><span class="pre">INTERRUPT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'INTERRUPT'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.INTERRUPT" title="Link to this definition">¶</a></dt>
+<dd><p>Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.SCHEDULING_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">SCHEDULING_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SCHEDULING_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.SCHEDULING_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>This value is unused.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.SILENT">
+<span class="sig-name descname"><span class="pre">SILENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SILENT'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.SILENT" title="Link to this definition">¶</a></dt>
+<dd><p>Only add the result to the conversation context, do not interrupt or trigger generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.WHEN_IDLE">
+<span class="sig-name descname"><span class="pre">WHEN_IDLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'WHEN_IDLE'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.WHEN_IDLE" title="Link to this definition">¶</a></dt>
+<dd><p>Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GcsDestination">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsDestination</span></span><a class="headerlink" href="#genai.types.GcsDestination" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The Google Cloud Storage location where the output is to be written to.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GcsDestination.output_uri_prefix" title="genai.types.GcsDestination.output_uri_prefix"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_uri_prefix</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_gcs_path</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GcsDestination.output_uri_prefix">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_uri_prefix</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputUriPrefix')</span></em><a class="headerlink" href="#genai.types.GcsDestination.output_uri_prefix" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Google Cloud Storage URI to output directory. If the uri doesn’t end with ‘/’, a ‘/’ will be automatically appended. The directory is created if it doesn’t exist.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_gcs_path</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GcsDestinationDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsDestinationDict</span></span><a class="headerlink" href="#genai.types.GcsDestinationDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The Google Cloud Storage location where the output is to be written to.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GcsDestinationDict.output_uri_prefix">
+<span class="sig-name descname"><span class="pre">output_uri_prefix</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GcsDestinationDict.output_uri_prefix" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Google Cloud Storage URI to output directory. If the uri doesn’t end with ‘/’, a ‘/’ will be automatically appended. The directory is created if it doesn’t exist.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GcsSource">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsSource</span></span><a class="headerlink" href="#genai.types.GcsSource" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The Google Cloud Storage location for the input content.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GcsSource.uris" title="genai.types.GcsSource.uris"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uris</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GcsSource.uris">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GcsSource.uris" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see <a class="reference external" href="https://cloud.google.com/storage/docs/wildcards">https://cloud.google.com/storage/docs/wildcards</a>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GcsSourceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsSourceDict</span></span><a class="headerlink" href="#genai.types.GcsSourceDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The Google Cloud Storage location for the input content.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GcsSourceDict.uris">
+<span class="sig-name descname"><span class="pre">uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GcsSourceDict.uris" title="Link to this definition">¶</a></dt>
+<dd><p>//cloud.google.com/storage/docs/wildcards.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExample">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExample</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExample" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Input example for preference optimization.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExample.completions" title="genai.types.GeminiPreferenceExample.completions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">completions</span> <span class="pre">(list[genai.types.GeminiPreferenceExampleCompletion]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExample.contents" title="genai.types.GeminiPreferenceExample.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExample.completions">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">completions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletion" title="genai.types.GeminiPreferenceExampleCompletion"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExampleCompletion</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExample.completions" title="Link to this definition">¶</a></dt>
+<dd><p>List of completions for a given prompt.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExample.contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExample.contents" title="Link to this definition">¶</a></dt>
+<dd><p>Multi-turn contents that represents the Prompt.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletion">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExampleCompletion</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletion" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Completion and its preference score.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletion.completion" title="genai.types.GeminiPreferenceExampleCompletion.completion"><code class="xref py py-obj docutils literal notranslate"><span class="pre">completion</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletion.score" title="genai.types.GeminiPreferenceExampleCompletion.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletion.completion">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">completion</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletion.completion" title="Link to this definition">¶</a></dt>
+<dd><p>Single turn completion for the given prompt.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletion.score">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletion.score" title="Link to this definition">¶</a></dt>
+<dd><p>The score for the given completion.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExampleCompletionDict</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Completion and its preference score.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletionDict.completion">
+<span class="sig-name descname"><span class="pre">completion</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletionDict.completion" title="Link to this definition">¶</a></dt>
+<dd><p>Single turn completion for the given prompt.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletionDict.score">
+<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletionDict.score" title="Link to this definition">¶</a></dt>
+<dd><p>The score for the given completion.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExampleDict</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExampleDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Input example for preference optimization.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleDict.completions">
+<span class="sig-name descname"><span class="pre">completions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletionDict" title="genai.types.GeminiPreferenceExampleCompletionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExampleCompletionDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleDict.completions" title="Link to this definition">¶</a></dt>
+<dd><p>List of completions for a given prompt.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleDict.contents">
+<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleDict.contents" title="Link to this definition">¶</a></dt>
+<dd><p>Multi-turn contents that represents the Prompt.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentConfig</span></span><a class="headerlink" href="#genai.types.GenerateContentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional model configuration parameters.</p>
+<p>For more information, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters">Content generation parameters</a>.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional model configuration parameters.\n\nFor more information, see `Content generation parameters\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      For example, \&quot;Answer as concisely as possible\&quot; or \&quot;Don&#39;t use technical\n      terms in your response\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of response variations to return.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n\n      If `response_schema` doesn&#39;t process your schema correctly, try using\n      `response_json_schema` instead.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output schema of the generated response.\n      This is an alternative to `response_schema` that accepts [JSON\n      Schema](https://json-schema.org/). If set, `response_schema` must be\n      omitted, but `response_mime_type` is required. While the full JSON Schema\n      may be sent, not all features are supported. Specifically, only the\n      following properties are supported: - `$id` - `$defs` - `$ref` - `$anchor`\n      - `type` - `format` - `title` - `description` - `enum` (for strings and\n      numbers) - `items` - `prefixItems` - `minItems` - `maxItems` - `minimum` -\n      `maximum` - `anyOf` - `oneOf` (interpreted the same as `anyOf`) -\n      `properties` - `additionalProperties` - `required` The non-standard\n      `propertyOrdering` property may also be set. Cyclic references are\n      unrolled to a limited degree and, as such, may only be used within\n      non-required properties. (Nullable properties are not sufficient.) If\n      `$ref` is set on a sub-schema, no other properties, except for than those\n      starting as a `$`, may be set.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model router requests.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model selection.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Associates model output to a specific function call.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to break down billed charges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;cachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of a context cache that can be used in subsequent\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontent&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n    &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speechconfig&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, audio timestamp will be included in the request to the\n       model.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;automaticFunctionCalling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticFunctionCallingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;imageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables enhanced civic answers. It may not be available for all\n      models. This field is not supported in Gemini Enterprise Agent Platform.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;modelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelArmorConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Settings for prompt and response sanitization using the Model Armor\n      service. If supplied, safety_settings must not be supplied.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service tier to use for the request. For example, ServiceTier.FLEX.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximumRemoteCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximumremotecalls&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ignoreCallHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ignorecallhistory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.audio_timestamp" title="genai.types.GenerateContentConfig.audio_timestamp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_timestamp</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.audio_transcription_config" title="genai.types.GenerateContentConfig.audio_transcription_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_transcription_config</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.automatic_function_calling" title="genai.types.GenerateContentConfig.automatic_function_calling"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic_function_calling</span> <span class="pre">(genai.types.AutomaticFunctionCallingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.cached_content" title="genai.types.GenerateContentConfig.cached_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_content</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.candidate_count" title="genai.types.GenerateContentConfig.candidate_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidate_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.enable_enhanced_civic_answers" title="genai.types.GenerateContentConfig.enable_enhanced_civic_answers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_enhanced_civic_answers</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.frequency_penalty" title="genai.types.GenerateContentConfig.frequency_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">frequency_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.http_options" title="genai.types.GenerateContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.image_config" title="genai.types.GenerateContentConfig.image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_config</span> <span class="pre">(genai.types.ImageConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.labels" title="genai.types.GenerateContentConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.logprobs" title="genai.types.GenerateContentConfig.logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logprobs</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.max_output_tokens" title="genai.types.GenerateContentConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.media_resolution" title="genai.types.GenerateContentConfig.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.MediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.model_armor_config" title="genai.types.GenerateContentConfig.model_armor_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_armor_config</span> <span class="pre">(genai.types.ModelArmorConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.model_selection_config" title="genai.types.GenerateContentConfig.model_selection_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_selection_config</span> <span class="pre">(genai.types.ModelSelectionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.presence_penalty" title="genai.types.GenerateContentConfig.presence_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">presence_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_json_schema" title="genai.types.GenerateContentConfig.response_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_logprobs" title="genai.types.GenerateContentConfig.response_logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_logprobs</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_mime_type" title="genai.types.GenerateContentConfig.response_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_modalities" title="genai.types.GenerateContentConfig.response_modalities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_schema" title="genai.types.GenerateContentConfig.response_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span> <span class="pre">(dict[Any,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">type</span> <span class="pre">|</span> <span class="pre">genai.types.Schema</span> <span class="pre">|</span> <span class="pre">types.GenericAlias</span> <span class="pre">|</span> <span class="pre">types.UnionType</span> <span class="pre">|</span> <span class="pre">_UnionGenericAlias</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.routing_config" title="genai.types.GenerateContentConfig.routing_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">routing_config</span> <span class="pre">(genai.types.GenerationConfigRoutingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.safety_settings" title="genai.types.GenerateContentConfig.safety_settings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_settings</span> <span class="pre">(list[genai.types.SafetySetting]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.seed" title="genai.types.GenerateContentConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.service_tier" title="genai.types.GenerateContentConfig.service_tier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">service_tier</span> <span class="pre">(genai.types.ServiceTier</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.should_return_http_response" title="genai.types.GenerateContentConfig.should_return_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">should_return_http_response</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.speech_config" title="genai.types.GenerateContentConfig.speech_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.stop_sequences" title="genai.types.GenerateContentConfig.stop_sequences"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stop_sequences</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.system_instruction" title="genai.types.GenerateContentConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.temperature" title="genai.types.GenerateContentConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.thinking_config" title="genai.types.GenerateContentConfig.thinking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_config</span> <span class="pre">(genai.types.ThinkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.tool_config" title="genai.types.GenerateContentConfig.tool_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_config</span> <span class="pre">(genai.types.ToolConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.tools" title="genai.types.GenerateContentConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.top_k" title="genai.types.GenerateContentConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.top_p" title="genai.types.GenerateContentConfig.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_image_config_type</span></code> » <a class="reference internal" href="#genai.types.GenerateContentConfig.image_config" title="genai.types.GenerateContentConfig.image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_config</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_convert_literal_to_enum</span></code> » <a class="reference internal" href="#genai.types.GenerateContentConfig.response_schema" title="genai.types.GenerateContentConfig.response_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.audio_timestamp">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTimestamp')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.audio_timestamp" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, audio timestamp will be included in the request to the
+model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.audio_transcription_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTranscriptionConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.audio_transcription_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.automatic_function_calling">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">automatic_function_calling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticFunctionCallingConfig" title="genai.types.AutomaticFunctionCallingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticFunctionCallingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'automaticFunctionCalling')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.automatic_function_calling" title="Link to this definition">¶</a></dt>
+<dd><p>The configuration for automatic function calling.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.cached_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContent')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.cached_content" title="Link to this definition">¶</a></dt>
+<dd><p>Resource name of a context cache that can be used in subsequent
+requests.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.candidate_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidateCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.candidate_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of response variations to return.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.enable_enhanced_civic_answers">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableEnhancedCivicAnswers')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
+<dd><p>Enables enhanced civic answers. It may not be available for all
+models. This field is not supported in Gemini Enterprise Agent Platform.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.frequency_penalty">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'frequencyPenalty')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.frequency_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Positive values penalize tokens that repeatedly appear in the
+generated text, increasing the probability of generating more diverse
+content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.image_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfig" title="genai.types.ImageConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.image_config" title="Link to this definition">¶</a></dt>
+<dd><p>The image generation configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_image_config_type</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.labels" title="Link to this definition">¶</a></dt>
+<dd><p>Labels with user-defined metadata to break down billed charges.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.logprobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Number of top candidate tokens to return the log probabilities for
+at each generation step.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.max_output_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum number of tokens that can be generated in the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.media_resolution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>If specified, the media resolution specified will be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.model_armor_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_armor_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelArmorConfig" title="genai.types.ModelArmorConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelArmorConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelArmorConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.model_armor_config" title="Link to this definition">¶</a></dt>
+<dd><p>Settings for prompt and response sanitization using the Model Armor
+service. If supplied, safety_settings must not be supplied.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.model_selection_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfig" title="genai.types.ModelSelectionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelSelectionConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.model_selection_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for model selection.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.presence_penalty">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'presencePenalty')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.presence_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Positive values penalize tokens that already appear in the
+generated text, increasing the probability of generating more diverse
+content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_json_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseJsonSchema')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Output schema of the generated response.
+This is an alternative to <cite>response_schema</cite> that accepts [JSON
+Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>). If set, <cite>response_schema</cite> must be
+omitted, but <cite>response_mime_type</cite> is required. While the full JSON Schema
+may be sent, not all features are supported. Specifically, only the
+following properties are supported: - <cite>$id</cite> - <cite>$defs</cite> - <cite>$ref</cite> - <cite>$anchor</cite>
+- <cite>type</cite> - <cite>format</cite> - <cite>title</cite> - <cite>description</cite> - <cite>enum</cite> (for strings and
+numbers) - <cite>items</cite> - <cite>prefixItems</cite> - <cite>minItems</cite> - <cite>maxItems</cite> - <cite>minimum</cite> -
+<cite>maximum</cite> - <cite>anyOf</cite> - <cite>oneOf</cite> (interpreted the same as <cite>anyOf</cite>) -
+<cite>properties</cite> - <cite>additionalProperties</cite> - <cite>required</cite> The non-standard
+<cite>propertyOrdering</cite> property may also be set. Cyclic references are
+unrolled to a limited degree and, as such, may only be used within
+non-required properties. (Nullable properties are not sufficient.) If
+<cite>$ref</cite> is set on a sub-schema, no other properties, except for than those
+starting as a <cite>$</cite>, may be set.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_logprobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseLogprobs')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to return the log probabilities of the tokens that were
+chosen by the model at each step.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseMimeType')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output response mimetype of the generated candidate text.
+Supported mimetype:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p><cite>text/plain</cite>: (default) Text output.</p></li>
+<li><p><cite>application/json</cite>: JSON response in the candidates.</p></li>
+</ul>
+</div></blockquote>
+<p>The model needs to be prompted to output the appropriate response type,
+otherwise the behavior is undefined.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_modalities">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseModalities')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>The requested modalities of the response. Represents the set of
+modalities that the model can return.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">type</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">GenericAlias</span></code><span class="pre">,</span> <span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">_UnionGenericAlias</span></code><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseSchema')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_schema" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Schema</cite> object allows the definition of input and output data types.
+These types can be objects, but also primitives and arrays.
+Represents a select subset of an [OpenAPI 3.0 schema
+object](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3#schema">https://spec.openapis.org/oas/v3.0.3#schema</a>).
+If set, a compatible response_mime_type must also be set.
+Compatible mimetypes: <cite>application/json</cite>: Schema for JSON response.</p>
+<p>If <cite>response_schema</cite> doesn’t process your schema correctly, try using
+<cite>response_json_schema</cite> instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_convert_literal_to_enum</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.routing_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig" title="genai.types.GenerationConfigRoutingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'routingConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.routing_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for model router requests.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.safety_settings">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySetting" title="genai.types.SafetySetting"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySetting</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetySettings')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.safety_settings" title="Link to this definition">¶</a></dt>
+<dd><p>Safety settings in the request to block unsafe content in the
+response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
+effort to provide the same response for repeated requests. By default, a
+random number is used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.service_tier">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">service_tier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ServiceTier" title="genai.types.ServiceTier"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceTier</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'serviceTier')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.service_tier" title="Link to this definition">¶</a></dt>
+<dd><p>The service tier to use for the request. For example, ServiceTier.FLEX.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.should_return_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'shouldReturnHttpResponse')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.should_return_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.speech_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speechConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>The speech generation configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.stop_sequences">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stopSequences')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.stop_sequences" title="Link to this definition">¶</a></dt>
+<dd><p>List of strings that tells the model to stop generating text if one
+of the strings is encountered in the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Instructions for the model to steer it toward better performance.
+For example, “Answer as concisely as possible” or “Don’t use technical
+terms in your response”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.temperature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Value that controls the degree of randomness in token selection.
+Lower temperatures are good for prompts that require a less open-ended or
+creative response, while higher temperatures can lead to more diverse or
+creative results.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.thinking_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.thinking_config" title="Link to this definition">¶</a></dt>
+<dd><p>The thinking features configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.tool_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfig" title="genai.types.ToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.tool_config" title="Link to this definition">¶</a></dt>
+<dd><p>Associates model output to a specific function call.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Annotated</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Code that enables the system to interact with external systems to
+perform an action outside of the knowledge and scope of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
+highest probabilities are sampled. Then tokens are further filtered based
+on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
+a lower number for less random responses and a higher number for more
+random responses.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.top_p">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Tokens are selected from the most to least probable until the sum
+of their probabilities equals this value. Use a lower value for less
+random responses and a higher value for more random responses.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentConfigDict</span></span><a class="headerlink" href="#genai.types.GenerateContentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional model configuration parameters.</p>
+<p>For more information, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters">Content generation parameters</a>.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.audio_timestamp">
+<span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.audio_timestamp" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, audio timestamp will be included in the request to the
+model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.audio_transcription_config">
+<span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.audio_transcription_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.automatic_function_calling">
+<span class="sig-name descname"><span class="pre">automatic_function_calling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticFunctionCallingConfigDict" title="genai.types.AutomaticFunctionCallingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticFunctionCallingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.automatic_function_calling" title="Link to this definition">¶</a></dt>
+<dd><p>The configuration for automatic function calling.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.cached_content">
+<span class="sig-name descname"><span class="pre">cached_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.cached_content" title="Link to this definition">¶</a></dt>
+<dd><p>Resource name of a context cache that can be used in subsequent
+requests.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.candidate_count">
+<span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.candidate_count" title="Link to this definition">¶</a></dt>
+<dd><p>Number of response variations to return.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.enable_enhanced_civic_answers">
+<span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
+<dd><p>Enables enhanced civic answers. It may not be available for all
+models. This field is not supported in Gemini Enterprise Agent Platform.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.frequency_penalty">
+<span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.frequency_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Positive values penalize tokens that repeatedly appear in the
+generated text, increasing the probability of generating more diverse
+content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.image_config">
+<span class="sig-name descname"><span class="pre">image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfigDict" title="genai.types.ImageConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.image_config" title="Link to this definition">¶</a></dt>
+<dd><p>The image generation configuration.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>Labels with user-defined metadata to break down billed charges.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.logprobs">
+<span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Number of top candidate tokens to return the log probabilities for
+at each generation step.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.max_output_tokens">
+<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum number of tokens that can be generated in the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.media_resolution">
+<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>If specified, the media resolution specified will be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.model_armor_config">
+<span class="sig-name descname"><span class="pre">model_armor_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelArmorConfigDict" title="genai.types.ModelArmorConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelArmorConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.model_armor_config" title="Link to this definition">¶</a></dt>
+<dd><p>Settings for prompt and response sanitization using the Model Armor
+service. If supplied, safety_settings must not be supplied.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.model_selection_config">
+<span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfigDict" title="genai.types.ModelSelectionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.model_selection_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for model selection.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.presence_penalty">
+<span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.presence_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Positive values penalize tokens that already appear in the
+generated text, increasing the probability of generating more diverse
+content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_json_schema">
+<span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Output schema of the generated response.
+This is an alternative to <cite>response_schema</cite> that accepts [JSON
+Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>). If set, <cite>response_schema</cite> must be
+omitted, but <cite>response_mime_type</cite> is required. While the full JSON Schema
+may be sent, not all features are supported. Specifically, only the
+following properties are supported: - <cite>$id</cite> - <cite>$defs</cite> - <cite>$ref</cite> - <cite>$anchor</cite>
+- <cite>type</cite> - <cite>format</cite> - <cite>title</cite> - <cite>description</cite> - <cite>enum</cite> (for strings and
+numbers) - <cite>items</cite> - <cite>prefixItems</cite> - <cite>minItems</cite> - <cite>maxItems</cite> - <cite>minimum</cite> -
+<cite>maximum</cite> - <cite>anyOf</cite> - <cite>oneOf</cite> (interpreted the same as <cite>anyOf</cite>) -
+<cite>properties</cite> - <cite>additionalProperties</cite> - <cite>required</cite> The non-standard
+<cite>propertyOrdering</cite> property may also be set. Cyclic references are
+unrolled to a limited degree and, as such, may only be used within
+non-required properties. (Nullable properties are not sufficient.) If
+<cite>$ref</cite> is set on a sub-schema, no other properties, except for than those
+starting as a <cite>$</cite>, may be set.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_logprobs">
+<span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to return the log probabilities of the tokens that were
+chosen by the model at each step.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_mime_type">
+<span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output response mimetype of the generated candidate text.
+Supported mimetype:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p><cite>text/plain</cite>: (default) Text output.</p></li>
+<li><p><cite>application/json</cite>: JSON response in the candidates.</p></li>
+</ul>
+</div></blockquote>
+<p>The model needs to be prompted to output the appropriate response type,
+otherwise the behavior is undefined.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_modalities">
+<span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>The requested modalities of the response. Represents the set of
+modalities that the model can return.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_schema">
+<span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">type</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">GenericAlias</span></code><span class="pre">,</span> <span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">_UnionGenericAlias</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_schema" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Schema</cite> object allows the definition of input and output data types.
+These types can be objects, but also primitives and arrays.
+Represents a select subset of an [OpenAPI 3.0 schema
+object](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3#schema">https://spec.openapis.org/oas/v3.0.3#schema</a>).
+If set, a compatible response_mime_type must also be set.
+Compatible mimetypes: <cite>application/json</cite>: Schema for JSON response.</p>
+<p>If <cite>response_schema</cite> doesn’t process your schema correctly, try using
+<cite>response_json_schema</cite> instead.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.routing_config">
+<span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigDict" title="genai.types.GenerationConfigRoutingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.routing_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for model router requests.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.safety_settings">
+<span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySettingDict" title="genai.types.SafetySettingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySettingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.safety_settings" title="Link to this definition">¶</a></dt>
+<dd><p>Safety settings in the request to block unsafe content in the
+response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
+effort to provide the same response for repeated requests. By default, a
+random number is used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.service_tier">
+<span class="sig-name descname"><span class="pre">service_tier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ServiceTier" title="genai.types.ServiceTier"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceTier</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.service_tier" title="Link to this definition">¶</a></dt>
+<dd><p>The service tier to use for the request. For example, ServiceTier.FLEX.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.should_return_http_response">
+<span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.should_return_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.speech_config">
+<span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.SpeechConfigDict" title="genai.types.SpeechConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfigDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>The speech generation configuration.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.stop_sequences">
+<span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.stop_sequences" title="Link to this definition">¶</a></dt>
+<dd><p>List of strings that tells the model to stop generating text if one
+of the strings is encountered in the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Instructions for the model to steer it toward better performance.
+For example, “Answer as concisely as possible” or “Don’t use technical
+terms in your response”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.temperature">
+<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Value that controls the degree of randomness in token selection.
+Lower temperatures are good for prompts that require a less open-ended or
+creative response, while higher temperatures can lead to more diverse or
+creative results.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.thinking_config">
+<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.thinking_config" title="Link to this definition">¶</a></dt>
+<dd><p>The thinking features configuration.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.tool_config">
+<span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfigDict" title="genai.types.ToolConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.tool_config" title="Link to this definition">¶</a></dt>
+<dd><p>Associates model output to a specific function call.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.tools">
+<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Code that enables the system to interact with external systems to
+perform an action outside of the knowledge and scope of the model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
+highest probabilities are sampled. Then tokens are further filtered based
+on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
+a lower number for less random responses and a higher number for more
+random responses.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.top_p">
+<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Tokens are selected from the most to least probable until the sum
+of their probabilities equals this value. Use a lower value for less
+random responses and a higher value for more random responses.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponse</span></span><a class="headerlink" href="#genai.types.GenerateContentResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response message for PredictionService.GenerateContent.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.automatic_function_calling_history" title="genai.types.GenerateContentResponse.automatic_function_calling_history"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic_function_calling_history</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.candidates" title="genai.types.GenerateContentResponse.candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates</span> <span class="pre">(list[genai.types.Candidate]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.create_time" title="genai.types.GenerateContentResponse.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.model_status" title="genai.types.GenerateContentResponse.model_status"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_status</span> <span class="pre">(genai.types.ModelStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.model_version" title="genai.types.GenerateContentResponse.model_version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_version</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.parsed" title="genai.types.GenerateContentResponse.parsed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parsed</span> <span class="pre">(pydantic.main.BaseModel</span> <span class="pre">|</span> <span class="pre">dict[Any,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">enum.Enum</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.prompt_feedback" title="genai.types.GenerateContentResponse.prompt_feedback"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_feedback</span> <span class="pre">(genai.types.GenerateContentResponsePromptFeedback</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.response_id" title="genai.types.GenerateContentResponse.response_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.sdk_http_response" title="genai.types.GenerateContentResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.usage_metadata" title="genai.types.GenerateContentResponse.usage_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">usage_metadata</span> <span class="pre">(genai.types.GenerateContentResponseUsageMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.automatic_function_calling_history">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">automatic_function_calling_history</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'automaticFunctionCallingHistory')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.automatic_function_calling_history" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.candidates">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Candidate" title="genai.types.Candidate"><code class="xref py py-class docutils literal notranslate"><span class="pre">Candidate</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.candidates" title="Link to this definition">¶</a></dt>
+<dd><p>Response variations returned by the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.create_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Timestamp when the request is made to the server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.model_status">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStatus" title="genai.types.ModelStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelStatus')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.model_status" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The current model status of this model. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.model_version">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelVersion')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.model_version" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The model version used to generate the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.parsed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parsed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.parsed" title="Link to this definition">¶</a></dt>
+<dd><p>First candidate from the parsed response if response_schema is provided. Not available for streaming.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.prompt_feedback">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_feedback</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback" title="genai.types.GenerateContentResponsePromptFeedback"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponsePromptFeedback</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptFeedback')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.prompt_feedback" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.response_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseId')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.response_id" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. response_id is used to identify each response. It is the encoding of the event_id.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.usage_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata" title="genai.types.GenerateContentResponseUsageMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponseUsageMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'usageMetadata')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.usage_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Usage metadata about the response(s).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.code_execution_result">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.code_execution_result" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the code execution result in the response.</p>
+<p>If there are multiple candidates, this returns the code execution result
+from only the
+first one.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.executable_code">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">executable_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.executable_code" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the executable code in the response.</p>
+<p>If there are multiple candidates, this returns the executable code from only
+the
+first one.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.function_calls">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#genai.types.FunctionCall" title="genai.types.FunctionCall"><span class="pre">FunctionCall</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.function_calls" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the list of function calls in the response.</p>
+<p>If there are multiple candidates, this returns the function calls from only
+the
+first one.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.parts">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><span class="pre">Part</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.parts" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the content-parts in the response.</p>
+<p>If there are multiple candidates, returns the parts from only the first one.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.text">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.text" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the concatenation of all text parts in the response.</p>
+<p>If there are multiple candidates, returns the text from only the first one.
+If there are non-text parts in the response, this returns only the text
+parts.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponseDict</span></span><a class="headerlink" href="#genai.types.GenerateContentResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response message for PredictionService.GenerateContent.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.candidates">
+<span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CandidateDict" title="genai.types.CandidateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CandidateDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.candidates" title="Link to this definition">¶</a></dt>
+<dd><p>Response variations returned by the model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.create_time">
+<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Timestamp when the request is made to the server.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.model_status">
+<span class="sig-name descname"><span class="pre">model_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStatusDict" title="genai.types.ModelStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.model_status" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The current model status of this model. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.model_version">
+<span class="sig-name descname"><span class="pre">model_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.model_version" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The model version used to generate the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.prompt_feedback">
+<span class="sig-name descname"><span class="pre">prompt_feedback</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedbackDict" title="genai.types.GenerateContentResponsePromptFeedbackDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponsePromptFeedbackDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.prompt_feedback" title="Link to this definition">¶</a></dt>
+<dd><p>Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Output only. Content filter results for a prompt sent in the request. Note</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.response_id">
+<span class="sig-name descname"><span class="pre">response_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.response_id" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. response_id is used to identify each response. It is the encoding of the event_id.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.usage_metadata">
+<span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadataDict" title="genai.types.GenerateContentResponseUsageMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponseUsageMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.usage_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Usage metadata about the response(s).</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponsePromptFeedback</span></span><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Content filter results for a prompt sent in the request.</p>
+<p>Note: This is sent only in the first stream chunk and only if no candidates
+were generated due to content violations.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason" title="genai.types.GenerateContentResponsePromptFeedback.block_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">block_reason</span> <span class="pre">(genai.types.BlockedReason</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason_message" title="genai.types.GenerateContentResponsePromptFeedback.block_reason_message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">block_reason_message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback.safety_ratings" title="genai.types.GenerateContentResponsePromptFeedback.safety_ratings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_ratings</span> <span class="pre">(list[genai.types.SafetyRating]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback.block_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">block_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlockedReason" title="genai.types.BlockedReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlockedReason</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockReason')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The reason why the prompt was blocked.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback.block_reason_message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">block_reason_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockReasonMessage')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason_message" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback.safety_ratings">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRating" title="genai.types.SafetyRating"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRating</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyRatings')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback.safety_ratings" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A list of safety ratings for the prompt. There is one rating per category.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponsePromptFeedbackDict</span></span><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Content filter results for a prompt sent in the request.</p>
+<p>Note: This is sent only in the first stream chunk and only if no candidates
+were generated due to content violations.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict.block_reason">
+<span class="sig-name descname"><span class="pre">block_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlockedReason" title="genai.types.BlockedReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlockedReason</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict.block_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The reason why the prompt was blocked.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict.block_reason_message">
+<span class="sig-name descname"><span class="pre">block_reason_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict.block_reason_message" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict.safety_ratings">
+<span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRatingDict" title="genai.types.SafetyRatingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRatingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict.safety_ratings" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A list of safety ratings for the prompt. There is one rating per category.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponseUsageMetadata</span></span><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Usage metadata about the content generation request and response.</p>
+<p>This message provides a detailed breakdown of token usage and other relevant
+metrics. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cache_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count" title="genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_content_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_token_count" title="genai.types.GenerateContentResponseUsageMetadata.candidates_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_token_count" title="genai.types.GenerateContentResponseUsageMetadata.prompt_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count" title="genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thoughts_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count" title="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_use_prompt_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_use_prompt_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.total_token_count" title="genai.types.GenerateContentResponseUsageMetadata.total_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.traffic_type" title="genai.types.GenerateContentResponseUsageMetadata.traffic_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">traffic_type</span> <span class="pre">(genai.types.TrafficType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cache_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cacheTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown of the token count for each modality in the cached content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContentTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of tokens in the cached content that was used for this request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.candidates_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidatesTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens in the generated candidates.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidatesTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown of the token count for each modality in the generated candidates.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.prompt_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When <cite>cached_content</cite> is set, this also includes the number of tokens in the cached content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown of the token count for each modality in the prompt.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thoughts_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thoughtsTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of tokens that were part of the model’s generated “thoughts” output, if applicable.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_use_prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolUsePromptTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_use_prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolUsePromptTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.total_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.total_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens for the entire request. This is the sum of <cite>prompt_token_count</cite>, <cite>candidates_token_count</cite>, <cite>tool_use_prompt_token_count</cite>, and <cite>thoughts_token_count</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.traffic_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">traffic_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TrafficType" title="genai.types.TrafficType"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrafficType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trafficType')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.traffic_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The traffic type for this request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponseUsageMetadataDict</span></span><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Usage metadata about the content generation request and response.</p>
+<p>This message provides a detailed breakdown of token usage and other relevant
+metrics. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.cache_tokens_details">
+<span class="sig-name descname"><span class="pre">cache_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.cache_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown of the token count for each modality in the cached content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.cached_content_token_count">
+<span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.cached_content_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of tokens in the cached content that was used for this request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.candidates_token_count">
+<span class="sig-name descname"><span class="pre">candidates_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.candidates_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens in the generated candidates.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.candidates_tokens_details">
+<span class="sig-name descname"><span class="pre">candidates_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.candidates_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown of the token count for each modality in the generated candidates.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.prompt_token_count">
+<span class="sig-name descname"><span class="pre">prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.prompt_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When <cite>cached_content</cite> is set, this also includes the number of tokens in the cached content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.prompt_tokens_details">
+<span class="sig-name descname"><span class="pre">prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.prompt_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown of the token count for each modality in the prompt.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.thoughts_token_count">
+<span class="sig-name descname"><span class="pre">thoughts_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.thoughts_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of tokens that were part of the model’s generated “thoughts” output, if applicable.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_token_count">
+<span class="sig-name descname"><span class="pre">tool_use_prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_tokens_details">
+<span class="sig-name descname"><span class="pre">tool_use_prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_tokens_details" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.total_token_count">
+<span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.total_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The total number of tokens for the entire request. This is the sum of <cite>prompt_token_count</cite>, <cite>candidates_token_count</cite>, <cite>tool_use_prompt_token_count</cite>, and <cite>thoughts_token_count</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.traffic_type">
+<span class="sig-name descname"><span class="pre">traffic_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TrafficType" title="genai.types.TrafficType"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrafficType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.traffic_type" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The traffic type for this request.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesConfig</span></span><a class="headerlink" href="#genai.types.GenerateImagesConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The config for generating an images.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateImagesConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The config for generating an images.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;negativePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of what to discourage in the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Negativeprompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numberOfImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images to generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofimages&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, and \&quot;16:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;guidanceScale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidancescale&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows generation of people by the model.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;includeSafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to report the safety scores of each generated image and\n      the positive prompt in the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includesafetyattributes&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;includeRaiReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeraireason&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImagePromptLanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language of the text in the prompt.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for ``image/jpeg``\n      only).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;addWatermark&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add a watermark to the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Addwatermark&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the largest dimension of the generated image.\n      Supported sizes are 1K and 2K (not supported for Imagen 3 models).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enhancePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to use the prompt rewriting logic.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceprompt&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImagePromptLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that specifies the language of the text in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;auto&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;en&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ja&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ko&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;hi&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;zh&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;pt&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;es&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImagePromptLanguage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.add_watermark" title="genai.types.GenerateImagesConfig.add_watermark"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_watermark</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.aspect_ratio" title="genai.types.GenerateImagesConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.enhance_prompt" title="genai.types.GenerateImagesConfig.enhance_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhance_prompt</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.guidance_scale" title="genai.types.GenerateImagesConfig.guidance_scale"><code class="xref py py-obj docutils literal notranslate"><span class="pre">guidance_scale</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.http_options" title="genai.types.GenerateImagesConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.image_size" title="genai.types.GenerateImagesConfig.image_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_size</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.include_rai_reason" title="genai.types.GenerateImagesConfig.include_rai_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_rai_reason</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.include_safety_attributes" title="genai.types.GenerateImagesConfig.include_safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_safety_attributes</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.labels" title="genai.types.GenerateImagesConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.language" title="genai.types.GenerateImagesConfig.language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language</span> <span class="pre">(genai.types.ImagePromptLanguage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.negative_prompt" title="genai.types.GenerateImagesConfig.negative_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">negative_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.number_of_images" title="genai.types.GenerateImagesConfig.number_of_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_images</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.output_compression_quality" title="genai.types.GenerateImagesConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.output_gcs_uri" title="genai.types.GenerateImagesConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.output_mime_type" title="genai.types.GenerateImagesConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.person_generation" title="genai.types.GenerateImagesConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(genai.types.PersonGeneration</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.safety_filter_level" title="genai.types.GenerateImagesConfig.safety_filter_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_filter_level</span> <span class="pre">(genai.types.SafetyFilterLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.seed" title="genai.types.GenerateImagesConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.add_watermark">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'addWatermark')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.add_watermark" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to add a watermark to the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.aspect_ratio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Aspect ratio of the generated images. Supported values are
+“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.enhance_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.enhance_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to use the prompt rewriting logic.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.guidance_scale">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'guidanceScale')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.guidance_scale" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how much the model adheres to the text prompt. Large
+values increase output and prompt alignment, but may compromise image
+quality.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.image_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSize')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.image_size" title="Link to this definition">¶</a></dt>
+<dd><p>The size of the largest dimension of the generated image.
+Supported sizes are 1K and 2K (not supported for Imagen 3 models).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.include_rai_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeRaiReason')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.include_rai_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to include the Responsible AI filter reason if the image
+is filtered out of the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.include_safety_attributes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeSafetyAttributes')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.include_safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to report the safety scores of each generated image and
+the positive prompt in the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.language">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.language" title="Link to this definition">¶</a></dt>
+<dd><p>Language of the text in the prompt.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.negative_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'negativePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.negative_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Description of what to discourage in the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.number_of_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfImages')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.number_of_images" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images to generate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.output_compression_quality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
+only).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.output_gcs_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage URI used to store the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.output_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.person_generation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Allows generation of people by the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.safety_filter_level">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyFilterLevel')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.safety_filter_level" title="Link to this definition">¶</a></dt>
+<dd><p>Filter level for safety filtering.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Random seed for image generation. This is not available when
+<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesConfigDict</span></span><a class="headerlink" href="#genai.types.GenerateImagesConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The config for generating an images.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.add_watermark">
+<span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.add_watermark" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to add a watermark to the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.aspect_ratio">
+<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Aspect ratio of the generated images. Supported values are
+“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.enhance_prompt">
+<span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.enhance_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to use the prompt rewriting logic.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.guidance_scale">
+<span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.guidance_scale" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how much the model adheres to the text prompt. Large
+values increase output and prompt alignment, but may compromise image
+quality.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.image_size">
+<span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.image_size" title="Link to this definition">¶</a></dt>
+<dd><p>The size of the largest dimension of the generated image.
+Supported sizes are 1K and 2K (not supported for Imagen 3 models).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.include_rai_reason">
+<span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.include_rai_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to include the Responsible AI filter reason if the image
+is filtered out of the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.include_safety_attributes">
+<span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.include_safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to report the safety scores of each generated image and
+the positive prompt in the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.language">
+<span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.language" title="Link to this definition">¶</a></dt>
+<dd><p>Language of the text in the prompt.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.negative_prompt">
+<span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.negative_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Description of what to discourage in the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.number_of_images">
+<span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.number_of_images" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images to generate.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.output_compression_quality">
+<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
+only).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.output_gcs_uri">
+<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage URI used to store the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.output_mime_type">
+<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.person_generation">
+<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Allows generation of people by the model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.safety_filter_level">
+<span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.safety_filter_level" title="Link to this definition">¶</a></dt>
+<dd><p>Filter level for safety filtering.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Random seed for image generation. This is not available when
+<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesResponse</span></span><a class="headerlink" href="#genai.types.GenerateImagesResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The output images response.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateImagesResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output images response.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generatedImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedImage&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedimages&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;positivePromptSafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the positive prompt. Only populated if\n      ``include_safety_attributes`` is set to True.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeneratedImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesResponse.generated_images" title="genai.types.GenerateImagesResponse.generated_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_images</span> <span class="pre">(list[genai.types.GeneratedImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesResponse.positive_prompt_safety_attributes" title="genai.types.GenerateImagesResponse.positive_prompt_safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">positive_prompt_safety_attributes</span> <span class="pre">(genai.types.SafetyAttributes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateImagesResponse.sdk_http_response" title="genai.types.GenerateImagesResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.generated_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImage" title="genai.types.GeneratedImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedImages')</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.generated_images" title="Link to this definition">¶</a></dt>
+<dd><p>List of generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.positive_prompt_safety_attributes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">positive_prompt_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributes" title="genai.types.SafetyAttributes"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'positivePromptSafetyAttributes')</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.positive_prompt_safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Safety attributes of the positive prompt. Only populated if
+<code class="docutils literal notranslate"><span class="pre">include_safety_attributes</span></code> is set to True.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.images">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><span class="pre">Image</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.images" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the list of all generated images.</p>
+<p>A convenience method for accessing the images. Some attributes of the
+generated image are only available through the <code class="docutils literal notranslate"><span class="pre">GeneratedImage</span></code> object.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesResponseDict</span></span><a class="headerlink" href="#genai.types.GenerateImagesResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The output images response.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict.generated_images">
+<span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImageDict" title="genai.types.GeneratedImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponseDict.generated_images" title="Link to this definition">¶</a></dt>
+<dd><p>List of generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict.positive_prompt_safety_attributes">
+<span class="sig-name descname"><span class="pre">positive_prompt_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributesDict" title="genai.types.SafetyAttributesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponseDict.positive_prompt_safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Safety attributes of the positive prompt. Only populated if
+<code class="docutils literal notranslate"><span class="pre">include_safety_attributes</span></code> is set to True.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosConfig</span></span><a class="headerlink" href="#genai.types.GenerateVideosConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for generating videos.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for generating videos.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numberOfVideos&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of output videos.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofvideos&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The gcs bucket where to save the generated videos.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frames per second for video generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;durationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of the clip for video generation in seconds.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Durationseconds&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The RNG seed. If RNG seed is exactly same for each request with\n      unchanged inputs, the prediction results will be consistent. Otherwise,\n      a random RNG seed will be used each time to produce a different\n      result.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the generated video. 16:9 (landscape) and\n      9:16 (portrait) are supported.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resolution for the generated video. 720p and 1080p are\n      supported.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether allow to generate person videos, and restrict to specific\n      ages. Supported values are: dont_allow, allow_adult.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pubsubTopic&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pubsub topic where to publish the video generation\n      progress.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pubsubtopic&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;negativePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitly state what should not be included in the generated\n      videos.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Negativeprompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enhancePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to use the prompt rewriting logic.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceprompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generateAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to generate audio along with the video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generateaudio&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;lastFrame&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image to use as the last frame of generated videos.\n      Only supported for image to video use cases.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;referenceImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationReferenceImage&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The images to use as the references to generate the videos.\n      If this field is provided, the text prompt field must also be provided.\n      The image, video, or last_frame field are not supported. Each image must\n      be associated with a type. Veo 2 supports up to 3 asset images *or* 1\n      style image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceimages&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationMask&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mask to use for generating videos.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoCompressionQuality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated videos.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;webhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebhookConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Webhook configuration for receiving notifications when the\n      video generation operation completes.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;resizeMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResizeMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resize mode of the image input for video generation.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResizeMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resize mode for the image input for video generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;CROP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PAD&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResizeMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the compression quality of the generated videos.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OPTIMIZED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOSSLESS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoCompressionQuality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoGenerationMask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A mask for video generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image mask to use for generating videos.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationMaskMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes how the mask will be used. Inpainting masks must\n      match the aspect ratio of the input video. Outpainting masks can be\n      either 9:16 or 16:9.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationMask&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoGenerationMaskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum for the mask mode of a video generation mask.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;INSERT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REMOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REMOVE_STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTPAINT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationMaskMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoGenerationReferenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference image for video generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationReferenceType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image, which defines how the reference\n      image will be used to generate the video.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationReferenceImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoGenerationReferenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum for the reference type of a video generation reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASSET&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STYLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationReferenceType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for webhook notifications.\n\nUsed to configure webhook endpoints that will receive notifications\nwhen long-running operations (e.g., batch jobs, video generation) complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The webhook URIs to receive notifications. If set, these\n      webhook URIs will be used instead of the registered webhooks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User metadata that will be included in each webhook event\n      notification. Use this to attach custom key-value data to correlate\n      webhook events with your internal systems.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usermetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebhookConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.aspect_ratio" title="genai.types.GenerateVideosConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.compression_quality" title="genai.types.GenerateVideosConfig.compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">compression_quality</span> <span class="pre">(genai.types.VideoCompressionQuality</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.duration_seconds" title="genai.types.GenerateVideosConfig.duration_seconds"><code class="xref py py-obj docutils literal notranslate"><span class="pre">duration_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.enhance_prompt" title="genai.types.GenerateVideosConfig.enhance_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhance_prompt</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.fps" title="genai.types.GenerateVideosConfig.fps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">fps</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.generate_audio" title="genai.types.GenerateVideosConfig.generate_audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generate_audio</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.http_options" title="genai.types.GenerateVideosConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.labels" title="genai.types.GenerateVideosConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.last_frame" title="genai.types.GenerateVideosConfig.last_frame"><code class="xref py py-obj docutils literal notranslate"><span class="pre">last_frame</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.mask" title="genai.types.GenerateVideosConfig.mask"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask</span> <span class="pre">(genai.types.VideoGenerationMask</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.negative_prompt" title="genai.types.GenerateVideosConfig.negative_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">negative_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.number_of_videos" title="genai.types.GenerateVideosConfig.number_of_videos"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_videos</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.output_gcs_uri" title="genai.types.GenerateVideosConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.person_generation" title="genai.types.GenerateVideosConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.pubsub_topic" title="genai.types.GenerateVideosConfig.pubsub_topic"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pubsub_topic</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.reference_images" title="genai.types.GenerateVideosConfig.reference_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_images</span> <span class="pre">(list[genai.types.VideoGenerationReferenceImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.resize_mode" title="genai.types.GenerateVideosConfig.resize_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resize_mode</span> <span class="pre">(genai.types.ImageResizeMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.resolution" title="genai.types.GenerateVideosConfig.resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resolution</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.seed" title="genai.types.GenerateVideosConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.webhook_config" title="genai.types.GenerateVideosConfig.webhook_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">webhook_config</span> <span class="pre">(genai.types.WebhookConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.aspect_ratio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>The aspect ratio for the generated video. 16:9 (landscape) and
+9:16 (portrait) are supported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.compression_quality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoCompressionQuality" title="genai.types.VideoCompressionQuality"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoCompressionQuality</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compressionQuality')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.duration_seconds">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'durationSeconds')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.duration_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>Duration of the clip for video generation in seconds.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.enhance_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.enhance_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to use the prompt rewriting logic.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.fps">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.fps" title="Link to this definition">¶</a></dt>
+<dd><p>Frames per second for video generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.generate_audio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generate_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generateAudio')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.generate_audio" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to generate audio along with the video.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.last_frame">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_frame</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastFrame')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.last_frame" title="Link to this definition">¶</a></dt>
+<dd><p>Image to use as the last frame of generated videos.
+Only supported for image to video use cases.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.mask">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationMask" title="genai.types.VideoGenerationMask"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationMask</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.mask" title="Link to this definition">¶</a></dt>
+<dd><p>The mask to use for generating videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.negative_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'negativePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.negative_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Explicitly state what should not be included in the generated
+videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.number_of_videos">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfVideos')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.number_of_videos" title="Link to this definition">¶</a></dt>
+<dd><p>Number of output videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.output_gcs_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The gcs bucket where to save the generated videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.person_generation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Whether allow to generate person videos, and restrict to specific
+ages. Supported values are: dont_allow, allow_adult.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.pubsub_topic">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pubsub_topic</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pubsubTopic')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.pubsub_topic" title="Link to this definition">¶</a></dt>
+<dd><p>The pubsub topic where to publish the video generation
+progress.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.reference_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationReferenceImage" title="genai.types.VideoGenerationReferenceImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationReferenceImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImages')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.reference_images" title="Link to this definition">¶</a></dt>
+<dd><p>The images to use as the references to generate the videos.
+If this field is provided, the text prompt field must also be provided.
+The image, video, or last_frame field are not supported. Each image must
+be associated with a type. Veo 2 supports up to 3 asset images <em>or</em> 1
+style image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.resize_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resize_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageResizeMode" title="genai.types.ImageResizeMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageResizeMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'resizeMode')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.resize_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Resize mode of the image input for video generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.resolution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.resolution" title="Link to this definition">¶</a></dt>
+<dd><p>The resolution for the generated video. 720p and 1080p are
+supported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>The RNG seed. If RNG seed is exactly same for each request with
+unchanged inputs, the prediction results will be consistent. Otherwise,
+a random RNG seed will be used each time to produce a different
+result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.webhook_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfig" title="genai.types.WebhookConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'webhookConfig')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.webhook_config" title="Link to this definition">¶</a></dt>
+<dd><p>Webhook configuration for receiving notifications when the
+video generation operation completes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosConfigDict</span></span><a class="headerlink" href="#genai.types.GenerateVideosConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for generating videos.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.aspect_ratio">
+<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>9 (landscape) and
+9:16 (portrait) are supported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The aspect ratio for the generated video. 16</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.compression_quality">
+<span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoCompressionQuality" title="genai.types.VideoCompressionQuality"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoCompressionQuality</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated videos.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.duration_seconds">
+<span class="sig-name descname"><span class="pre">duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.duration_seconds" title="Link to this definition">¶</a></dt>
+<dd><p>Duration of the clip for video generation in seconds.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.enhance_prompt">
+<span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.enhance_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to use the prompt rewriting logic.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.fps">
+<span class="sig-name descname"><span class="pre">fps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.fps" title="Link to this definition">¶</a></dt>
+<dd><p>Frames per second for video generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.generate_audio">
+<span class="sig-name descname"><span class="pre">generate_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.generate_audio" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to generate audio along with the video.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.last_frame">
+<span class="sig-name descname"><span class="pre">last_frame</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.last_frame" title="Link to this definition">¶</a></dt>
+<dd><p>Image to use as the last frame of generated videos.
+Only supported for image to video use cases.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.mask">
+<span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationMaskDict" title="genai.types.VideoGenerationMaskDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationMaskDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.mask" title="Link to this definition">¶</a></dt>
+<dd><p>The mask to use for generating videos.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.negative_prompt">
+<span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.negative_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Explicitly state what should not be included in the generated
+videos.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.number_of_videos">
+<span class="sig-name descname"><span class="pre">number_of_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.number_of_videos" title="Link to this definition">¶</a></dt>
+<dd><p>Number of output videos.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.output_gcs_uri">
+<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The gcs bucket where to save the generated videos.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.person_generation">
+<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Whether allow to generate person videos, and restrict to specific
+ages. Supported values are: dont_allow, allow_adult.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.pubsub_topic">
+<span class="sig-name descname"><span class="pre">pubsub_topic</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.pubsub_topic" title="Link to this definition">¶</a></dt>
+<dd><p>The pubsub topic where to publish the video generation
+progress.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.reference_images">
+<span class="sig-name descname"><span class="pre">reference_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationReferenceImageDict" title="genai.types.VideoGenerationReferenceImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationReferenceImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.reference_images" title="Link to this definition">¶</a></dt>
+<dd><p>The images to use as the references to generate the videos.
+If this field is provided, the text prompt field must also be provided.
+The image, video, or last_frame field are not supported. Each image must
+be associated with a type. Veo 2 supports up to 3 asset images <em>or</em> 1
+style image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.resize_mode">
+<span class="sig-name descname"><span class="pre">resize_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageResizeMode" title="genai.types.ImageResizeMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageResizeMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.resize_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Resize mode of the image input for video generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.resolution">
+<span class="sig-name descname"><span class="pre">resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.resolution" title="Link to this definition">¶</a></dt>
+<dd><p>The resolution for the generated video. 720p and 1080p are
+supported.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>The RNG seed. If RNG seed is exactly same for each request with
+unchanged inputs, the prediction results will be consistent. Otherwise,
+a random RNG seed will be used each time to produce a different
+result.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.webhook_config">
+<span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfigDict" title="genai.types.WebhookConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.webhook_config" title="Link to this definition">¶</a></dt>
+<dd><p>Webhook configuration for receiving notifications when the
+video generation operation completes.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosOperation</span></span><a class="headerlink" href="#genai.types.GenerateVideosOperation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code>, <a class="reference internal" href="#genai.types.Operation" title="genai.types.Operation"><code class="xref py py-class docutils literal notranslate"><span class="pre">Operation</span></code></a></p>
+<p>A video generation operation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosOperation&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A video generation operation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error result of the operation in case of failure or cancellation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateVideosResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generated videos.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;result&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateVideosResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generated videos.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateVideosResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response with generated videos.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generatedVideos&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedVideo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of the generated videos&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedvideos&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;raiMediaFilteredCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns if any videos were filtered due to RAI policies.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;raiMediaFilteredReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns rai failure reasons if any.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredreasons&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GeneratedVideo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output video&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedVideo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosOperation.response" title="genai.types.GenerateVideosOperation.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.GenerateVideosResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosOperation.result" title="genai.types.GenerateVideosOperation.result"><code class="xref py py-obj docutils literal notranslate"><span class="pre">result</span> <span class="pre">(genai.types.GenerateVideosResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateVideosResponse" title="genai.types.GenerateVideosResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateVideosResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosOperation.response" title="Link to this definition">¶</a></dt>
+<dd><p>The generated videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation.result">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateVideosResponse" title="genai.types.GenerateVideosResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateVideosResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosOperation.result" title="Link to this definition">¶</a></dt>
+<dd><p>The generated videos.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation.from_api_response">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_api_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_vertex_ai</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.GenerateVideosOperation.from_api_response" title="Link to this definition">¶</a></dt>
+<dd><p>Instantiates a GenerateVideosOperation from an API response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Self</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosResponse</span></span><a class="headerlink" href="#genai.types.GenerateVideosResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response with generated videos.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response with generated videos.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;generatedVideos&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedVideo&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of the generated videos&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedvideos&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;raiMediaFilteredCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns if any videos were filtered due to RAI policies.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredcount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;raiMediaFilteredReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns rai failure reasons if any.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredreasons&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeneratedVideo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output video&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedVideo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosResponse.generated_videos" title="genai.types.GenerateVideosResponse.generated_videos"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_videos</span> <span class="pre">(list[genai.types.GeneratedVideo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosResponse.rai_media_filtered_count" title="genai.types.GenerateVideosResponse.rai_media_filtered_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rai_media_filtered_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosResponse.rai_media_filtered_reasons" title="genai.types.GenerateVideosResponse.rai_media_filtered_reasons"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rai_media_filtered_reasons</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse.generated_videos">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedVideo" title="genai.types.GeneratedVideo"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedVideo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedVideos')</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponse.generated_videos" title="Link to this definition">¶</a></dt>
+<dd><p>List of the generated videos</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse.rai_media_filtered_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rai_media_filtered_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'raiMediaFilteredCount')</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponse.rai_media_filtered_count" title="Link to this definition">¶</a></dt>
+<dd><p>Returns if any videos were filtered due to RAI policies.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse.rai_media_filtered_reasons">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rai_media_filtered_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'raiMediaFilteredReasons')</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponse.rai_media_filtered_reasons" title="Link to this definition">¶</a></dt>
+<dd><p>Returns rai failure reasons if any.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosResponseDict</span></span><a class="headerlink" href="#genai.types.GenerateVideosResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response with generated videos.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict.generated_videos">
+<span class="sig-name descname"><span class="pre">generated_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedVideoDict" title="genai.types.GeneratedVideoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedVideoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponseDict.generated_videos" title="Link to this definition">¶</a></dt>
+<dd><p>List of the generated videos</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict.rai_media_filtered_count">
+<span class="sig-name descname"><span class="pre">rai_media_filtered_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponseDict.rai_media_filtered_count" title="Link to this definition">¶</a></dt>
+<dd><p>Returns if any videos were filtered due to RAI policies.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict.rai_media_filtered_reasons">
+<span class="sig-name descname"><span class="pre">rai_media_filtered_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponseDict.rai_media_filtered_reasons" title="Link to this definition">¶</a></dt>
+<dd><p>Returns rai failure reasons if any.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSource">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosSource</span></span><a class="headerlink" href="#genai.types.GenerateVideosSource" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A set of source input(s) for video generation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosSource&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A set of source input(s) for video generation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;prompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text prompt for generating the videos.\n      Optional if image or video is provided.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The input image for generating the videos.\n      Optional if prompt is provided. Not allowed if video is provided.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The input video for video extension use cases.\n      Optional if prompt is provided. Not allowed if image is provided.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosSource.image" title="genai.types.GenerateVideosSource.image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosSource.prompt" title="genai.types.GenerateVideosSource.prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerateVideosSource.video" title="genai.types.GenerateVideosSource.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(genai.types.Video</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSource.image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosSource.image" title="Link to this definition">¶</a></dt>
+<dd><p>The input image for generating the videos.
+Optional if prompt is provided. Not allowed if video is provided.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSource.prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosSource.prompt" title="Link to this definition">¶</a></dt>
+<dd><p>The text prompt for generating the videos.
+Optional if image or video is provided.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSource.video">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Video" title="genai.types.Video"><code class="xref py py-class docutils literal notranslate"><span class="pre">Video</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosSource.video" title="Link to this definition">¶</a></dt>
+<dd><p>The input video for video extension use cases.
+Optional if prompt is provided. Not allowed if image is provided.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosSourceDict</span></span><a class="headerlink" href="#genai.types.GenerateVideosSourceDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A set of source input(s) for video generation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict.image">
+<span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosSourceDict.image" title="Link to this definition">¶</a></dt>
+<dd><p>The input image for generating the videos.
+Optional if prompt is provided. Not allowed if video is provided.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict.prompt">
+<span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosSourceDict.prompt" title="Link to this definition">¶</a></dt>
+<dd><p>The text prompt for generating the videos.
+Optional if image or video is provided.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict.video">
+<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoDict" title="genai.types.VideoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosSourceDict.video" title="Link to this definition">¶</a></dt>
+<dd><p>The input video for video extension use cases.
+Optional if prompt is provided. Not allowed if image is provided.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GeneratedImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImage</span></span><a class="headerlink" href="#genai.types.GeneratedImage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>An output image.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GeneratedImage.enhanced_prompt" title="genai.types.GeneratedImage.enhanced_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhanced_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GeneratedImage.image" title="genai.types.GeneratedImage.image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GeneratedImage.rai_filtered_reason" title="genai.types.GeneratedImage.rai_filtered_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rai_filtered_reason</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GeneratedImage.safety_attributes" title="genai.types.GeneratedImage.safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_attributes</span> <span class="pre">(genai.types.SafetyAttributes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedImage.enhanced_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhanced_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancedPrompt')</span></em><a class="headerlink" href="#genai.types.GeneratedImage.enhanced_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>The rewritten prompt used for the image generation if the prompt
+enhancer is enabled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedImage.image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedImage.image" title="Link to this definition">¶</a></dt>
+<dd><p>The output image data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedImage.rai_filtered_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rai_filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'raiFilteredReason')</span></em><a class="headerlink" href="#genai.types.GeneratedImage.rai_filtered_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Responsible AI filter reason if the image is filtered out of the
+response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedImage.safety_attributes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributes" title="genai.types.SafetyAttributes"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyAttributes')</span></em><a class="headerlink" href="#genai.types.GeneratedImage.safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Safety attributes of the image. Lists of RAI categories and their
+scores of each content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImageDict</span></span><a class="headerlink" href="#genai.types.GeneratedImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>An output image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.enhanced_prompt">
+<span class="sig-name descname"><span class="pre">enhanced_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.enhanced_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>The rewritten prompt used for the image generation if the prompt
+enhancer is enabled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.image">
+<span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.image" title="Link to this definition">¶</a></dt>
+<dd><p>The output image data.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.rai_filtered_reason">
+<span class="sig-name descname"><span class="pre">rai_filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.rai_filtered_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Responsible AI filter reason if the image is filtered out of the
+response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.safety_attributes">
+<span class="sig-name descname"><span class="pre">safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributesDict" title="genai.types.SafetyAttributesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.safety_attributes" title="Link to this definition">¶</a></dt>
+<dd><p>Safety attributes of the image. Lists of RAI categories and their
+scores of each content.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageMask">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImageMask</span></span><a class="headerlink" href="#genai.types.GeneratedImageMask" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A generated image mask.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImageMask&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated image mask.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generated image mask.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EntityLabel&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The detected entities on the segmented area.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EntityLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An entity representing the segmented area.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;label&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The label of the segmented entity.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Label&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The confidence score of the detected label.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EntityLabel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GeneratedImageMask.labels" title="genai.types.GeneratedImageMask.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(list[genai.types.EntityLabel]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GeneratedImageMask.mask" title="genai.types.GeneratedImageMask.mask"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageMask.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EntityLabel" title="genai.types.EntityLabel"><code class="xref py py-class docutils literal notranslate"><span class="pre">EntityLabel</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedImageMask.labels" title="Link to this definition">¶</a></dt>
+<dd><p>The detected entities on the segmented area.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageMask.mask">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedImageMask.mask" title="Link to this definition">¶</a></dt>
+<dd><p>The generated image mask.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageMaskDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImageMaskDict</span></span><a class="headerlink" href="#genai.types.GeneratedImageMaskDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A generated image mask.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageMaskDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EntityLabelDict" title="genai.types.EntityLabelDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EntityLabelDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GeneratedImageMaskDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>The detected entities on the segmented area.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedImageMaskDict.mask">
+<span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageMaskDict.mask" title="Link to this definition">¶</a></dt>
+<dd><p>The generated image mask.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GeneratedVideo">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedVideo</span></span><a class="headerlink" href="#genai.types.GeneratedVideo" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A generated video.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedVideo&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output video&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GeneratedVideo.video" title="genai.types.GeneratedVideo.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(genai.types.Video</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GeneratedVideo.video">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Video" title="genai.types.Video"><code class="xref py py-class docutils literal notranslate"><span class="pre">Video</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedVideo.video" title="Link to this definition">¶</a></dt>
+<dd><p>The output video</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GeneratedVideoDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedVideoDict</span></span><a class="headerlink" href="#genai.types.GeneratedVideoDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A generated video.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GeneratedVideoDict.video">
+<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoDict" title="genai.types.VideoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedVideoDict.video" title="Link to this definition">¶</a></dt>
+<dd><p>The output video</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfig</span></span><a class="headerlink" href="#genai.types.GenerationConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Generation config.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.audio_timestamp" title="genai.types.GenerationConfig.audio_timestamp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_timestamp</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.audio_transcription_config" title="genai.types.GenerationConfig.audio_transcription_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_transcription_config</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.candidate_count" title="genai.types.GenerationConfig.candidate_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidate_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.enable_affective_dialog" title="genai.types.GenerationConfig.enable_affective_dialog"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_affective_dialog</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.enable_enhanced_civic_answers" title="genai.types.GenerationConfig.enable_enhanced_civic_answers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_enhanced_civic_answers</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.frequency_penalty" title="genai.types.GenerationConfig.frequency_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">frequency_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.logprobs" title="genai.types.GenerationConfig.logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logprobs</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.max_output_tokens" title="genai.types.GenerationConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.media_resolution" title="genai.types.GenerationConfig.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.MediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.model_selection_config" title="genai.types.GenerationConfig.model_selection_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_selection_config</span> <span class="pre">(genai.types.ModelSelectionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.presence_penalty" title="genai.types.GenerationConfig.presence_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">presence_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_format" title="genai.types.GenerationConfig.response_format"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_format</span> <span class="pre">(list[genai.types.ResponseFormat]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_json_schema" title="genai.types.GenerationConfig.response_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_logprobs" title="genai.types.GenerationConfig.response_logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_logprobs</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_mime_type" title="genai.types.GenerationConfig.response_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_modalities" title="genai.types.GenerationConfig.response_modalities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[genai.types.Modality]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_schema" title="genai.types.GenerationConfig.response_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span> <span class="pre">(genai.types.Schema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.routing_config" title="genai.types.GenerationConfig.routing_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">routing_config</span> <span class="pre">(genai.types.GenerationConfigRoutingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.seed" title="genai.types.GenerationConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.speech_config" title="genai.types.GenerationConfig.speech_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.stop_sequences" title="genai.types.GenerationConfig.stop_sequences"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stop_sequences</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.temperature" title="genai.types.GenerationConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.thinking_config" title="genai.types.GenerationConfig.thinking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_config</span> <span class="pre">(genai.types.ThinkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.top_k" title="genai.types.GenerationConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.top_p" title="genai.types.GenerationConfig.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfig.translation_config" title="genai.types.GenerationConfig.translation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">translation_config</span> <span class="pre">(genai.types.TranslationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.audio_timestamp">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTimestamp')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.audio_timestamp" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.audio_transcription_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTranscriptionConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.audio_transcription_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.candidate_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidateCount')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.candidate_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of candidate responses to generate. A higher <cite>candidate_count</cite> can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.enable_affective_dialog">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableAffectiveDialog')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.enable_affective_dialog" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.enable_enhanced_civic_answers">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableEnhancedCivicAnswers')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.frequency_penalty">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'frequencyPenalty')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.frequency_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.logprobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerationConfig.logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.max_output_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.media_resolution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.model_selection_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfig" title="genai.types.ModelSelectionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelSelectionConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.model_selection_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for model selection.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.presence_penalty">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'presencePenalty')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.presence_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_format">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseFormat" title="genai.types.ResponseFormat"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseFormat</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseFormat')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_format" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. New response format field for the model to configure output formatting and delivery.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_json_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseJsonSchema')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Output schema of the generated response. This is an alternative to
+<cite>response_schema</cite> that accepts [JSON Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_logprobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseLogprobs')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model’s confidence in its own output and for debugging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseMimeType')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include ‘text/plain’ (default) and ‘application/json’. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use <cite>response_format</cite> instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_modalities">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseModalities')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to <cite>[TEXT, IMAGE]</cite>, the response will include both text and an image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_schema">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseSchema')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Lets you to specify a schema for the model’s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3#schema">https://spec.openapis.org/oas/v3.0.3#schema</a>) object. When this field is set, you must also set the <cite>response_mime_type</cite> to <cite>application/json</cite>. Deprecated: Use <cite>response_format</cite> instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.routing_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig" title="genai.types.GenerationConfigRoutingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'routingConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.routing_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Routing configuration. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerationConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A seed for the random number generator. By setting a seed, you can make the model’s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it’s not a guaranteed absolute deterministic behavior. This is different from parameters like <cite>temperature</cite>, which control the <em>level</em> of randomness. <cite>seed</cite> ensures that the “random” choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.speech_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speechConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The speech generation config.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.stop_sequences">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stopSequences')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.stop_sequences" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [”
+“, “###”] to stop generation at a new line or a specific marker.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.temperature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerationConfig.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.thinking_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.thinking_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Configuration for thinking features. An error will be returned if this field is set for models that don’t support thinking.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most likely words.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.top_p">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least <cite>top_p</cite>. This helps generate more diverse and less repetitive responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfig.translation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfig" title="genai.types.TranslationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'translationConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.translation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for translation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Generation config.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.audio_timestamp">
+<span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.audio_timestamp" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.audio_transcription_config">
+<span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.audio_transcription_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.candidate_count">
+<span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.candidate_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of candidate responses to generate. A higher <cite>candidate_count</cite> can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.enable_affective_dialog">
+<span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.enable_affective_dialog" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.enable_enhanced_civic_answers">
+<span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.frequency_penalty">
+<span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.frequency_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.logprobs">
+<span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.max_output_tokens">
+<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.media_resolution">
+<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.model_selection_config">
+<span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfigDict" title="genai.types.ModelSelectionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.model_selection_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for model selection.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.presence_penalty">
+<span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.presence_penalty" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_format">
+<span class="sig-name descname"><span class="pre">response_format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseFormatDict" title="genai.types.ResponseFormatDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseFormatDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_format" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. New response format field for the model to configure output formatting and delivery.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_json_schema">
+<span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_json_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Output schema of the generated response. This is an alternative to
+<cite>response_schema</cite> that accepts [JSON Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_logprobs">
+<span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_logprobs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model’s confidence in its own output and for debugging.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_mime_type">
+<span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Use <cite>response_format</cite> instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include ‘text/plain’ (default) and ‘application/json’. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_modalities">
+<span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to <cite>[TEXT, IMAGE]</cite>, the response will include both text and an image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_schema">
+<span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_schema" title="Link to this definition">¶</a></dt>
+<dd><p>Use <cite>response_format</cite> instead.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Lets you to specify a schema for the model’s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>//spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the <cite>response_mime_type</cite> to <cite>application/json</cite>. Deprecated</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.routing_config">
+<span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigDict" title="genai.types.GenerationConfigRoutingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.routing_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Routing configuration. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A seed for the random number generator. By setting a seed, you can make the model’s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it’s not a guaranteed absolute deterministic behavior. This is different from parameters like <cite>temperature</cite>, which control the <em>level</em> of randomness. <cite>seed</cite> ensures that the “random” choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.speech_config">
+<span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfigDict" title="genai.types.SpeechConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The speech generation config.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.stop_sequences">
+<span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.stop_sequences" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [”
+“, “###”] to stop generation at a new line or a specific marker.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.temperature">
+<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.thinking_config">
+<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.thinking_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Configuration for thinking features. An error will be returned if this field is set for models that don’t support thinking.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most likely words.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.top_p">
+<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least <cite>top_p</cite>. This helps generate more diverse and less repetitive responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.translation_config">
+<span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfigDict" title="genai.types.TranslationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.translation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for translation.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfig</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The configuration for routing the request to a specific model.</p>
+<p>This can be used to control which model is used for the generation, either
+automatically or by specifying a model name. This data type is not supported
+in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig.auto_mode" title="genai.types.GenerationConfigRoutingConfig.auto_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auto_mode</span> <span class="pre">(genai.types.GenerationConfigRoutingConfigAutoRoutingMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig.manual_mode" title="genai.types.GenerationConfigRoutingConfig.manual_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">manual_mode</span> <span class="pre">(genai.types.GenerationConfigRoutingConfigManualRoutingMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfig.auto_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auto_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode" title="genai.types.GenerationConfigRoutingConfigAutoRoutingMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigAutoRoutingMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoMode')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfig.auto_mode" title="Link to this definition">¶</a></dt>
+<dd><p>In this mode, the model is selected automatically based on the content of the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfig.manual_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">manual_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode" title="genai.types.GenerationConfigRoutingConfigManualRoutingMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigManualRoutingMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'manualMode')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfig.manual_mode" title="Link to this definition">¶</a></dt>
+<dd><p>In this mode, the model is specified manually.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingMode">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigAutoRoutingMode</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The configuration for automated routing.</p>
+<p>When automated routing is specified, the routing will be determined by the
+pretrained routing model and customer provided model routing preference. This
+data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                  </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                  </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                  </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference" title="genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_routing_preference</span> <span class="pre">(Literal['UNKNOWN',</span> <span class="pre">'PRIORITIZE_QUALITY',</span> <span class="pre">'BALANCED',</span> <span class="pre">'PRIORITIZE_COST']</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_routing_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'UNKNOWN'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_QUALITY'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'BALANCED'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_COST'</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelRoutingPreference')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference" title="Link to this definition">¶</a></dt>
+<dd><p>The model routing preference.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigAutoRoutingModeDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The configuration for automated routing.</p>
+<p>When automated routing is specified, the routing will be determined by the
+pretrained routing model and customer provided model routing preference. This
+data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict.model_routing_preference">
+<span class="sig-name descname"><span class="pre">model_routing_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'UNKNOWN'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_QUALITY'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'BALANCED'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_COST'</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict.model_routing_preference" title="Link to this definition">¶</a></dt>
+<dd><p>The model routing preference.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The configuration for routing the request to a specific model.</p>
+<p>This can be used to control which model is used for the generation, either
+automatically or by specifying a model name. This data type is not supported
+in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigDict.auto_mode">
+<span class="sig-name descname"><span class="pre">auto_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict" title="genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigAutoRoutingModeDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigDict.auto_mode" title="Link to this definition">¶</a></dt>
+<dd><p>In this mode, the model is selected automatically based on the content of the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigDict.manual_mode">
+<span class="sig-name descname"><span class="pre">manual_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigManualRoutingModeDict" title="genai.types.GenerationConfigRoutingConfigManualRoutingModeDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigManualRoutingModeDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigDict.manual_mode" title="Link to this definition">¶</a></dt>
+<dd><p>In this mode, the model is specified manually.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingMode">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigManualRoutingMode</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The configuration for manual routing.</p>
+<p>When manual routing is specified, the model will be selected based on the
+model name provided. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name" title="genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelName')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the model to use. Only public LLM models are accepted.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingModeDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigManualRoutingModeDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingModeDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The configuration for manual routing.</p>
+<p>When manual routing is specified, the model will be selected based on the
+model name provided. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingModeDict.model_name">
+<span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingModeDict.model_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the model to use. Only public LLM models are accepted.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigThinkingConfig</span></span><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a></p>
+<p>Config for thinking feature.</p>
+<p>This class will be deprecated. Please use <cite>ThinkingConfig</cite> instead.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking feature.\n\nThis class will be deprecated. Please use `ThinkingConfig` instead.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigThinkingConfigDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a></p>
+<p>Config for thinking feature.</p>
+<p>This class will be deprecated. Please use <cite>ThinkingConfig</cite> instead.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict.include_thoughts">
+<span class="sig-name descname"><span class="pre">include_thoughts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict.include_thoughts" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict.thinking_budget">
+<span class="sig-name descname"><span class="pre">thinking_budget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict.thinking_budget" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict.thinking_level">
+<span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingLevel" title="genai.types.ThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict.thinking_level" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetBatchJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetBatchJobConfig</span></span><a class="headerlink" href="#genai.types.GetBatchJobConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetBatchJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetBatchJobConfig.http_options" title="genai.types.GetBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetBatchJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetBatchJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.GetBatchJobConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetBatchJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetCachedContentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetCachedContentConfig</span></span><a class="headerlink" href="#genai.types.GetCachedContentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for caches.get method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetCachedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for caches.get method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetCachedContentConfig.http_options" title="genai.types.GetCachedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetCachedContentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetCachedContentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetCachedContentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetCachedContentConfigDict</span></span><a class="headerlink" href="#genai.types.GetCachedContentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for caches.get method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetCachedContentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetCachedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetDocumentConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetDocumentConfig</span></span><a class="headerlink" href="#genai.types.GetDocumentConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional Config.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetDocumentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional Config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetDocumentConfig.http_options" title="genai.types.GetDocumentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetDocumentConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetDocumentConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetDocumentConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetDocumentConfigDict</span></span><a class="headerlink" href="#genai.types.GetDocumentConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional Config.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetDocumentConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetDocumentConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetFileConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileConfig</span></span><a class="headerlink" href="#genai.types.GetFileConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Used to override the default configuration.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetFileConfig.http_options" title="genai.types.GetFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetFileConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetFileConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetFileConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileConfigDict</span></span><a class="headerlink" href="#genai.types.GetFileConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Used to override the default configuration.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetFileConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileSearchStoreConfig</span></span><a class="headerlink" href="#genai.types.GetFileSearchStoreConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for getting a FileSearchStore.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetFileSearchStoreConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for getting a FileSearchStore.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetFileSearchStoreConfig.http_options" title="genai.types.GetFileSearchStoreConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetFileSearchStoreConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileSearchStoreConfigDict</span></span><a class="headerlink" href="#genai.types.GetFileSearchStoreConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for getting a FileSearchStore.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetFileSearchStoreConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetModelConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetModelConfig</span></span><a class="headerlink" href="#genai.types.GetModelConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for models.get method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetModelConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for models.get method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetModelConfig.http_options" title="genai.types.GetModelConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetModelConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetModelConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetModelConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetModelConfigDict</span></span><a class="headerlink" href="#genai.types.GetModelConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for models.get method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetModelConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetModelConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetOperationConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetOperationConfig</span></span><a class="headerlink" href="#genai.types.GetOperationConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetOperationConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetOperationConfig.http_options" title="genai.types.GetOperationConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetOperationConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetOperationConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetOperationConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetOperationConfigDict</span></span><a class="headerlink" href="#genai.types.GetOperationConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetOperationConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetOperationConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GetTuningJobConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetTuningJobConfig</span></span><a class="headerlink" href="#genai.types.GetTuningJobConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for tunings.get method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetTuningJobConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for tunings.get method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GetTuningJobConfig.http_options" title="genai.types.GetTuningJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GetTuningJobConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetTuningJobConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GetTuningJobConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetTuningJobConfigDict</span></span><a class="headerlink" href="#genai.types.GetTuningJobConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for tunings.get method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GetTuningJobConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetTuningJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GoogleMaps">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMaps</span></span><a class="headerlink" href="#genai.types.GoogleMaps" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tool to retrieve knowledge from Google Maps.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.File.create_time" title="genai.types.File.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.display_name" title="genai.types.File.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.download_uri" title="genai.types.File.download_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">download_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.error" title="genai.types.File.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.FileStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.expiration_time" title="genai.types.File.expiration_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expiration_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.mime_type" title="genai.types.File.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.name" title="genai.types.File.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.sha256_hash" title="genai.types.File.sha256_hash"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sha256_hash</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.size_bytes" title="genai.types.File.size_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size_bytes</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.source" title="genai.types.File.source"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source</span> <span class="pre">(genai.types.FileSource</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.state" title="genai.types.File.state"><code class="xref py py-obj docutils literal notranslate"><span class="pre">state</span> <span class="pre">(genai.types.FileState</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.update_time" title="genai.types.File.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.uri" title="genai.types.File.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.File.video_metadata" title="genai.types.File.video_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video_metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleMaps.auth_config" title="genai.types.GoogleMaps.auth_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auth_config</span> <span class="pre">(genai.types.AuthConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleMaps.enable_widget" title="genai.types.GoogleMaps.enable_widget"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_widget</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleMaps.grounding_types" title="genai.types.GoogleMaps.grounding_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_types</span> <span class="pre">(genai.types.GoogleMapsGroundingTypes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.create_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.File.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The timestamp of when the <cite>File</cite> was created.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.File.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The human-readable display name for the <cite>File</cite>. The display name must be no more than 512 characters in length, including spaces. Example: ‘Welcome Image’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.download_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">download_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'downloadUri')</span></em><a class="headerlink" href="#genai.types.File.download_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The URI of the <cite>File</cite>, only set for downloadable (generated) files.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.error">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileStatus" title="genai.types.FileStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.error" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Error status if File processing failed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.expiration_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expiration_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expirationTime')</span></em><a class="headerlink" href="#genai.types.File.expiration_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The timestamp of when the <cite>File</cite> will be deleted. Only set if the <cite>File</cite> is scheduled to expire.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.File.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. MIME type of the file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.name" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>File</cite> resource name. The ID (name excluding the “files/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: <cite>files/123-456</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.sha256_hash">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sha256_hash</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sha256Hash')</span></em><a class="headerlink" href="#genai.types.File.sha256_hash" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMaps.auth_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfig" title="genai.types.AuthConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'authConfig')</span></em><a class="headerlink" href="#genai.types.GoogleMaps.auth_config" title="Link to this definition">¶</a></dt>
+<dd><p>The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -74837,9 +130774,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.size_bytes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sizeBytes')</span></em><a class="headerlink" href="#genai.types.File.size_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Size of the file in bytes.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMaps.enable_widget">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_widget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableWidget')</span></em><a class="headerlink" href="#genai.types.GoogleMaps.enable_widget" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -74850,9 +130787,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.source">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSource" title="genai.types.FileSource"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSource</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.source" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The source of the <cite>File</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMaps.grounding_types">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypes" title="genai.types.GoogleMapsGroundingTypes"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsGroundingTypes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingTypes')</span></em><a class="headerlink" href="#genai.types.GoogleMaps.grounding_types" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the types of Google Maps grounding to enable. Defaults to <cite>places</cite> when unset. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -74862,116 +130799,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.state">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileState" title="genai.types.FileState"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileState</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.state" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Processing state of the File.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.update_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.File.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The timestamp of when the <cite>File</cite> was last updated.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool to retrieve knowledge from Google Maps.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsDict.auth_config">
+<span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfigDict" title="genai.types.AuthConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsDict.auth_config" title="Link to this definition">¶</a></dt>
+<dd><p>The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.File.uri" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The URI of the <cite>File</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsDict.enable_widget">
+<span class="sig-name descname"><span class="pre">enable_widget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsDict.enable_widget" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.File.video_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'videoMetadata')</span></em><a class="headerlink" href="#genai.types.File.video_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Metadata for a video.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsDict.grounding_types">
+<span class="sig-name descname"><span class="pre">grounding_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypesDict" title="genai.types.GoogleMapsGroundingTypesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsGroundingTypesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsDict.grounding_types" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the types of Google Maps grounding to enable. Defaults to <cite>places</cite> when unset. This field is not supported in Gemini API.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FileData">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileData</span></span><a class="headerlink" href="#genai.types.FileData" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypes">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsGroundingTypes</span></span><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypes" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>URI-based data.</p>
-<p>A FileData message contains a URI pointing to data of a specific media type.
-It is used to represent images, audio, and video stored in Google Cloud
-Storage.</p>
+<p>Defines the types of Google Maps grounding that can be enabled and their configurations.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -74981,31 +130890,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FileData.display_name" title="genai.types.FileData.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileData.file_uri" title="genai.types.FileData.file_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileData.mime_type" title="genai.types.FileData.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypes.places" title="genai.types.GoogleMapsGroundingTypes.places"><code class="xref py py-obj docutils literal notranslate"><span class="pre">places</span> <span class="pre">(genai.types.GoogleMapsPlaces</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypes.routing" title="genai.types.GoogleMapsGroundingTypes.routing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">routing</span> <span class="pre">(genai.types.GoogleMapsRouting</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileData.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FileData.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileData.file_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileUri')</span></em><a class="headerlink" href="#genai.types.FileData.file_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The URI of the file in Google Cloud Storage.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypes.places">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">places</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsPlaces" title="genai.types.GoogleMapsPlaces"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsPlaces</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypes.places" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables grounding with Google Maps Places. This is the default grounding type when no <cite>GroundingTypes</cite> are specified.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75016,9 +130911,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileData.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.FileData.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypes.routing">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">routing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsRouting" title="genai.types.GoogleMapsRouting"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsRouting</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypes.routing" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75031,181 +130926,146 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileDataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileDataDict</span></span><a class="headerlink" href="#genai.types.FileDataDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypesDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsGroundingTypesDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypesDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>URI-based data.</p>
-<p>A FileData message contains a URI pointing to data of a specific media type.
-It is used to represent images, audio, and video stored in Google Cloud
-Storage.</p>
+<p>Defines the types of Google Maps grounding that can be enabled and their configurations.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDataDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDataDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in <cite>PromptMessage</cite> for prompt management. It is used in the Gemini calls only when server side tools (<cite>code_execution</cite>, <cite>google_search</cite>, and <cite>url_context</cite>) are enabled. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypesDict.places">
+<span class="sig-name descname"><span class="pre">places</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsPlacesDict" title="genai.types.GoogleMapsPlacesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsPlacesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypesDict.places" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables grounding with Google Maps Places. This is the default grounding type when no <cite>GroundingTypes</cite> are specified.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDataDict.file_uri">
-<span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDataDict.file_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The URI of the file in Google Cloud Storage.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypesDict.routing">
+<span class="sig-name descname"><span class="pre">routing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsRoutingDict" title="genai.types.GoogleMapsRoutingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsRoutingDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypesDict.routing" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDataDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDataDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
 </dd></dl>
 
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsPlaces">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsPlaces</span></span><a class="headerlink" href="#genai.types.GoogleMapsPlaces" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Grounding with Google Maps Places data (e.g.</p>
+<p>QueryPlaces). This is the default Google Maps grounding type when no other
+type is specified. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileDict</span></span><a class="headerlink" href="#genai.types.FileDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleMapsPlacesDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsPlacesDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsPlacesDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A file uploaded to the API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.create_time">
-<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The timestamp of when the <cite>File</cite> was created.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>‘Welcome Image’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The human-readable display name for the <cite>File</cite>. The display name must be no more than 512 characters in length, including spaces. Example</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.download_uri">
-<span class="sig-name descname"><span class="pre">download_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.download_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The URI of the <cite>File</cite>, only set for downloadable (generated) files.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileStatusDict" title="genai.types.FileStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.error" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Error status if File processing failed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.expiration_time">
-<span class="sig-name descname"><span class="pre">expiration_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.expiration_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The timestamp of when the <cite>File</cite> will be deleted. Only set if the <cite>File</cite> is scheduled to expire.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. MIME type of the file.</p>
+<p>Grounding with Google Maps Places data (e.g.</p>
+<p>QueryPlaces). This is the default Google Maps grounding type when no other
+type is specified. This data type is not supported in Gemini API.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.name" title="Link to this definition">¶</a></dt>
-<dd><p><cite>files/123-456</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The <cite>File</cite> resource name. The ID (name excluding the “files/” prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example</p>
-</dd>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsRouting">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsRouting</span></span><a class="headerlink" href="#genai.types.GoogleMapsRouting" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.sha256_hash">
-<span class="sig-name descname"><span class="pre">sha256_hash</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.sha256_hash" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.size_bytes">
-<span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.size_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Size of the file in bytes.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.source">
-<span class="sig-name descname"><span class="pre">source</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSource" title="genai.types.FileSource"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSource</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.source" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The source of the <cite>File</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.state">
-<span class="sig-name descname"><span class="pre">state</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileState" title="genai.types.FileState"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileState</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.state" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Processing state of the File.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.update_time">
-<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The timestamp of when the <cite>File</cite> was last updated.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.uri">
-<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileDict.uri" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The URI of the <cite>File</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileDict.video_metadata">
-<span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FileDict.video_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Metadata for a video.</p>
-</dd></dl>
-
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GoogleMapsRoutingDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsRoutingDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsRoutingDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
+<p>This data type is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FileSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearch</span></span><a class="headerlink" href="#genai.types.FileSearch" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleRpcStatus</span></span><a class="headerlink" href="#genai.types.GoogleRpcStatus" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.</p>
-<p>Files are imported to Semantic Retrieval corpora using the ImportFile API.
-This data type is not supported in Vertex AI.</p>
+<p>The <cite>Status</cite> type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.</p>
+<p>It is used by [gRPC](<a class="reference external" href="https://github.com/grpc">https://github.com/grpc</a>). Each <cite>Status</cite> message contains
+three pieces of data: error code, error message, and error details. You can
+find out more about this error model and how to work with it in the [API
+Design Guide](<a class="reference external" href="https://cloud.google.com/apis/design/errors">https://cloud.google.com/apis/design/errors</a>). This data type is
+not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -75215,8 +131075,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -75226,18 +131086,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FileSearch.file_search_store_names" title="genai.types.FileSearch.file_search_store_names"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search_store_names</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearch.metadata_filter" title="genai.types.FileSearch.metadata_filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata_filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearch.top_k" title="genai.types.FileSearch.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleRpcStatus.code" title="genai.types.GoogleRpcStatus.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleRpcStatus.details" title="genai.types.GoogleRpcStatus.details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">details</span> <span class="pre">(list[dict[str,</span> <span class="pre">Any]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleRpcStatus.message" title="genai.types.GoogleRpcStatus.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearch.file_search_store_names">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search_store_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearchStoreNames')</span></em><a class="headerlink" href="#genai.types.FileSearch.file_search_store_names" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The names of the file_search_stores to retrieve from. Example: <cite>fileSearchStores/my-file-search-store-123</cite></p>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus.code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatus.code" title="Link to this definition">¶</a></dt>
+<dd><p>The status code, which should be an enum value of google.rpc.Code.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75248,9 +131108,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearch.metadata_filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metadataFilter')</span></em><a class="headerlink" href="#genai.types.FileSearch.metadata_filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Metadata filter to apply to the semantic retrieval documents and chunks.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus.details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatus.details" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75261,9 +131121,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearch.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.FileSearch.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of semantic retrieval chunks to retrieve.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus.message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatus.message" title="Link to this definition">¶</a></dt>
+<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75276,170 +131136,200 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearchDict</span></span><a class="headerlink" href="#genai.types.FileSearchDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleRpcStatusDict</span></span><a class="headerlink" href="#genai.types.GoogleRpcStatusDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.</p>
-<p>Files are imported to Semantic Retrieval corpora using the ImportFile API.
-This data type is not supported in Vertex AI.</p>
+<p>The <cite>Status</cite> type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.</p>
+<p>It is used by [gRPC](<a class="reference external" href="https://github.com/grpc">https://github.com/grpc</a>). Each <cite>Status</cite> message contains
+three pieces of data: error code, error message, and error details. You can
+find out more about this error model and how to work with it in the [API
+Design Guide](<a class="reference external" href="https://cloud.google.com/apis/design/errors">https://cloud.google.com/apis/design/errors</a>). This data type is
+not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchDict.file_search_store_names">
-<span class="sig-name descname"><span class="pre">file_search_store_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FileSearchDict.file_search_store_names" title="Link to this definition">¶</a></dt>
-<dd><p><cite>fileSearchStores/my-file-search-store-123</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Required. The names of the file_search_stores to retrieve from. Example</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict.code">
+<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatusDict.code" title="Link to this definition">¶</a></dt>
+<dd><p>The status code, which should be an enum value of google.rpc.Code.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchDict.metadata_filter">
-<span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchDict.metadata_filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Metadata filter to apply to the semantic retrieval documents and chunks.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict.details">
+<span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatusDict.details" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of semantic retrieval chunks to retrieve.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict.message">
+<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatusDict.message" title="Link to this definition">¶</a></dt>
+<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearchStore</span></span><a class="headerlink" href="#genai.types.FileSearchStore" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearch</span></span><a class="headerlink" href="#genai.types.GoogleSearch" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A collection of Documents.</p>
+<p>GoogleSearch tool type.</p>
+<p>Tool to support Google Search in Model. Powered by Google.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearchStore&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A collection of Documents.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Immutable. Identifier. The `FileSearchStore` resource name. It is an ID (name excluding the \&quot;fileSearchStores/\&quot; prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/my-awesome-file-search-store-123a456b789c` If `display_name` is not provided, the name will be randomly generated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `FileSearchStore`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Docs on Semantic Retriever\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was created.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;activeDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are active and ready for retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Activedocumentscount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pendingDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are being processed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pendingdocumentscount&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;failedDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that have failed processing.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Faileddocumentscount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the `FileSearchStore`. This is the total size of all the documents in the `FileSearchStore`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;embeddingModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding model used by the FileSearchStore.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddingmodel&quot;</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -75449,50 +131339,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.active_documents_count" title="genai.types.FileSearchStore.active_documents_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">active_documents_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.create_time" title="genai.types.FileSearchStore.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.display_name" title="genai.types.FileSearchStore.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.embedding_model" title="genai.types.FileSearchStore.embedding_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">embedding_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.failed_documents_count" title="genai.types.FileSearchStore.failed_documents_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">failed_documents_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.name" title="genai.types.FileSearchStore.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.pending_documents_count" title="genai.types.FileSearchStore.pending_documents_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pending_documents_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.size_bytes" title="genai.types.FileSearchStore.size_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">size_bytes</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileSearchStore.update_time" title="genai.types.FileSearchStore.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleSearch.blocking_confidence" title="genai.types.GoogleSearch.blocking_confidence"><code class="xref py py-obj docutils literal notranslate"><span class="pre">blocking_confidence</span> <span class="pre">(genai.types.PhishBlockThreshold</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleSearch.exclude_domains" title="genai.types.GoogleSearch.exclude_domains"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exclude_domains</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleSearch.search_types" title="genai.types.GoogleSearch.search_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">search_types</span> <span class="pre">(genai.types.SearchTypes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleSearch.time_range_filter" title="genai.types.GoogleSearch.time_range_filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">time_range_filter</span> <span class="pre">(genai.types.Interval</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.active_documents_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">active_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activeDocumentsCount')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.active_documents_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are active and ready for retrieval.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.create_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was created.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The human-readable display name for the <cite>FileSearchStore</cite>. The display name must be no more than 512 characters in length, including spaces. Example: “Docs on Semantic Retriever”.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleSearch.blocking_confidence">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockingConfidence')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.blocking_confidence" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75503,9 +131362,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.embedding_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'embeddingModel')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.embedding_model" title="Link to this definition">¶</a></dt>
-<dd><p>The embedding model used by the FileSearchStore.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleSearch.exclude_domains">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'excludeDomains')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.exclude_domains" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [“amazon.com”, “facebook.com”]. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75516,9 +131375,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.failed_documents_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">failed_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'failedDocumentsCount')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.failed_documents_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that have failed processing.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleSearch.search_types">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchTypes" title="genai.types.SearchTypes"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchTypes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'searchTypes')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.search_types" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The set of search types to enable. If not set, web search is enabled by default.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75529,9 +131388,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileSearchStore.name" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Immutable. Identifier. The <cite>FileSearchStore</cite> resource name. It is an ID (name excluding the “fileSearchStores/” prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example: <cite>fileSearchStores/my-awesome-file-search-store-123a456b789c</cite> If <cite>display_name</cite> is not provided, the name will be randomly generated.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleSearch.time_range_filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">time_range_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Interval" title="genai.types.Interval"><code class="xref py py-class docutils literal notranslate"><span class="pre">Interval</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'timeRangeFilter')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.time_range_filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75541,218 +131400,208 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.pending_documents_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pending_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pendingDocumentsCount')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.pending_documents_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are being processed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.size_bytes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sizeBytes')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.size_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The size of raw bytes ingested into the <cite>FileSearchStore</cite>. This is the total size of all the documents in the <cite>FileSearchStore</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GoogleSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearchDict</span></span><a class="headerlink" href="#genai.types.GoogleSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>GoogleSearch tool type.</p>
+<p>Tool to support Google Search in Model. Powered by Google.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.blocking_confidence">
+<span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.blocking_confidence" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileSearchStore.update_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.FileSearchStore.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was last updated.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.exclude_domains">
+<span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.exclude_domains" title="Link to this definition">¶</a></dt>
+<dd><p>[“amazon.com”, “facebook.com”]. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example</p>
 </dd>
 </dl>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.search_types">
+<span class="sig-name descname"><span class="pre">search_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchTypesDict" title="genai.types.SearchTypesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchTypesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.search_types" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The set of search types to enable. If not set, web search is enabled by default.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSearchStoreDict</span></span><a class="headerlink" href="#genai.types.FileSearchStoreDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A collection of Documents.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.active_documents_count">
-<span class="sig-name descname"><span class="pre">active_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.active_documents_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are active and ready for retrieval.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.time_range_filter">
+<span class="sig-name descname"><span class="pre">time_range_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.IntervalDict" title="genai.types.IntervalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">IntervalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.time_range_filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.create_time">
-<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was created.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>“Docs on Semantic Retriever”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The human-readable display name for the <cite>FileSearchStore</cite>. The display name must be no more than 512 characters in length, including spaces. Example</p>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrieval">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearchRetrieval</span></span><a class="headerlink" href="#genai.types.GoogleSearchRetrieval" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tool to retrieve public web data for grounding, powered by Google.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GoogleSearchRetrieval.dynamic_retrieval_config" title="genai.types.GoogleSearchRetrieval.dynamic_retrieval_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dynamic_retrieval_config</span> <span class="pre">(genai.types.DynamicRetrievalConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.embedding_model">
-<span class="sig-name descname"><span class="pre">embedding_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.embedding_model" title="Link to this definition">¶</a></dt>
-<dd><p>The embedding model used by the FileSearchStore.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.failed_documents_count">
-<span class="sig-name descname"><span class="pre">failed_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.failed_documents_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that have failed processing.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.name" title="Link to this definition">¶</a></dt>
-<dd><p><cite>fileSearchStores/my-awesome-file-search-store-123a456b789c</cite> If <cite>display_name</cite> is not provided, the name will be randomly generated.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrieval.dynamic_retrieval_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dynamic_retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfig" title="genai.types.DynamicRetrievalConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'dynamicRetrievalConfig')</span></em><a class="headerlink" href="#genai.types.GoogleSearchRetrieval.dynamic_retrieval_config" title="Link to this definition">¶</a></dt>
+<dd><p>Specifies the dynamic retrieval configuration for the given source.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Output only. Immutable. Identifier. The <cite>FileSearchStore</cite> resource name. It is an ID (name excluding the “fileSearchStores/” prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from <cite>display_name</cite> along with a 12 character random suffix. Example</p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.pending_documents_count">
-<span class="sig-name descname"><span class="pre">pending_documents_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.pending_documents_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of documents in the <cite>FileSearchStore</cite> that are being processed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.size_bytes">
-<span class="sig-name descname"><span class="pre">size_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.size_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The size of raw bytes ingested into the <cite>FileSearchStore</cite>. This is the total size of all the documents in the <cite>FileSearchStore</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSearchStoreDict.update_time">
-<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileSearchStoreDict.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The Timestamp of when the <cite>FileSearchStore</cite> was last updated.</p>
-</dd></dl>
-
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileSource">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FileSource" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Source of the File.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSource.GENERATED">
-<span class="sig-name descname"><span class="pre">GENERATED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GENERATED'</span></em><a class="headerlink" href="#genai.types.FileSource.GENERATED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSource.REGISTERED">
-<span class="sig-name descname"><span class="pre">REGISTERED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REGISTERED'</span></em><a class="headerlink" href="#genai.types.FileSource.REGISTERED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSource.SOURCE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">SOURCE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SOURCE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FileSource.SOURCE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrievalDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearchRetrievalDict</span></span><a class="headerlink" href="#genai.types.GoogleSearchRetrievalDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool to retrieve public web data for grounding, powered by Google.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileSource.UPLOADED">
-<span class="sig-name descname"><span class="pre">UPLOADED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UPLOADED'</span></em><a class="headerlink" href="#genai.types.FileSource.UPLOADED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrievalDict.dynamic_retrieval_config">
+<span class="sig-name descname"><span class="pre">dynamic_retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfigDict" title="genai.types.DynamicRetrievalConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchRetrievalDict.dynamic_retrieval_config" title="Link to this definition">¶</a></dt>
+<dd><p>Specifies the dynamic retrieval configuration for the given source.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileState">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FileState" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>State for the lifecycle of a File.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileState.ACTIVE">
-<span class="sig-name descname"><span class="pre">ACTIVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ACTIVE'</span></em><a class="headerlink" href="#genai.types.FileState.ACTIVE" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileState.FAILED">
-<span class="sig-name descname"><span class="pre">FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FAILED'</span></em><a class="headerlink" href="#genai.types.FileState.FAILED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileState.PROCESSING">
-<span class="sig-name descname"><span class="pre">PROCESSING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROCESSING'</span></em><a class="headerlink" href="#genai.types.FileState.PROCESSING" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileState.STATE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">STATE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FileState.STATE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FileStatus">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileStatus</span></span><a class="headerlink" href="#genai.types.FileStatus" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDate">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleTypeDate</span></span><a class="headerlink" href="#genai.types.GoogleTypeDate" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Status of a File that uses a common error model.</p>
+<p>Represents a whole or partial calendar date, such as a birthday.</p>
+<p>The time of day and time zone are either specified elsewhere or are
+insignificant. The date is relative to the Gregorian Calendar. This can
+represent one of the following: * A full date, with non-zero year, month, and
+day values. * A month and day, with a zero year (for example, an anniversary).
+* A year on its own, with a zero month and a zero day. * A year and month,
+with a zero day (for example, a credit card expiration date). Related types: *
+google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This
+data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -75762,8 +131611,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -75773,18 +131622,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FileStatus.code" title="genai.types.FileStatus.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileStatus.details" title="genai.types.FileStatus.details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">details</span> <span class="pre">(list[dict[str,</span> <span class="pre">Any]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FileStatus.message" title="genai.types.FileStatus.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleTypeDate.day" title="genai.types.GoogleTypeDate.day"><code class="xref py py-obj docutils literal notranslate"><span class="pre">day</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleTypeDate.month" title="genai.types.GoogleTypeDate.month"><code class="xref py py-obj docutils literal notranslate"><span class="pre">month</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GoogleTypeDate.year" title="genai.types.GoogleTypeDate.year"><code class="xref py py-obj docutils literal notranslate"><span class="pre">year</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileStatus.code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileStatus.code" title="Link to this definition">¶</a></dt>
-<dd><p>The status code. 0 for OK, 1 for CANCELLED</p>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDate.day">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">day</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleTypeDate.day" title="Link to this definition">¶</a></dt>
+<dd><p>Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn’t significant.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75795,9 +131644,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileStatus.details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileStatus.details" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDate.month">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">month</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleTypeDate.month" title="Link to this definition">¶</a></dt>
+<dd><p>Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75808,9 +131657,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FileStatus.message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FileStatus.message" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDate.year">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">year</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleTypeDate.year" title="Link to this definition">¶</a></dt>
+<dd><p>Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -75823,291 +131672,843 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FileStatusDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FileStatusDict</span></span><a class="headerlink" href="#genai.types.FileStatusDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleTypeDateDict</span></span><a class="headerlink" href="#genai.types.GoogleTypeDateDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Status of a File that uses a common error model.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileStatusDict.code">
-<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileStatusDict.code" title="Link to this definition">¶</a></dt>
-<dd><p>The status code. 0 for OK, 1 for CANCELLED</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileStatusDict.details">
-<span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><a class="headerlink" href="#genai.types.FileStatusDict.details" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FileStatusDict.message">
-<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FileStatusDict.message" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FinishReason">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FinishReason</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FinishReason" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only. The reason why the model stopped generating tokens.</p>
-<p>If empty, the model has not stopped generating the tokens.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.BLOCKLIST">
-<span class="sig-name descname"><span class="pre">BLOCKLIST</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCKLIST'</span></em><a class="headerlink" href="#genai.types.FinishReason.BLOCKLIST" title="Link to this definition">¶</a></dt>
-<dd><p>Token generation stopped because the content contains forbidden terms.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.FINISH_REASON_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">FINISH_REASON_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FINISH_REASON_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FinishReason.FINISH_REASON_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The finish reason is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_OTHER">
-<span class="sig-name descname"><span class="pre">IMAGE_OTHER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_OTHER'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_OTHER" title="Link to this definition">¶</a></dt>
-<dd><p>Image generation stopped for a reason not otherwise specified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_PROHIBITED_CONTENT">
-<span class="sig-name descname"><span class="pre">IMAGE_PROHIBITED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_PROHIBITED_CONTENT'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_PROHIBITED_CONTENT" title="Link to this definition">¶</a></dt>
-<dd><p>Image generation stopped because the generated images have prohibited content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_RECITATION">
-<span class="sig-name descname"><span class="pre">IMAGE_RECITATION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_RECITATION'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_RECITATION" title="Link to this definition">¶</a></dt>
-<dd><p>Image generation stopped because the generated image may be a recitation from a source.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.IMAGE_SAFETY">
-<span class="sig-name descname"><span class="pre">IMAGE_SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SAFETY'</span></em><a class="headerlink" href="#genai.types.FinishReason.IMAGE_SAFETY" title="Link to this definition">¶</a></dt>
-<dd><p>Token generation stopped because generated images have safety violations.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.LANGUAGE">
-<span class="sig-name descname"><span class="pre">LANGUAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LANGUAGE'</span></em><a class="headerlink" href="#genai.types.FinishReason.LANGUAGE" title="Link to this definition">¶</a></dt>
-<dd><p>The token generation stopped because of using an unsupported language.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.MALFORMED_FUNCTION_CALL">
-<span class="sig-name descname"><span class="pre">MALFORMED_FUNCTION_CALL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MALFORMED_FUNCTION_CALL'</span></em><a class="headerlink" href="#genai.types.FinishReason.MALFORMED_FUNCTION_CALL" title="Link to this definition">¶</a></dt>
-<dd><p>The function call generated by the model is invalid.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.MAX_TOKENS">
-<span class="sig-name descname"><span class="pre">MAX_TOKENS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MAX_TOKENS'</span></em><a class="headerlink" href="#genai.types.FinishReason.MAX_TOKENS" title="Link to this definition">¶</a></dt>
-<dd><p>Token generation reached the configured maximum output tokens.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.NO_IMAGE">
-<span class="sig-name descname"><span class="pre">NO_IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NO_IMAGE'</span></em><a class="headerlink" href="#genai.types.FinishReason.NO_IMAGE" title="Link to this definition">¶</a></dt>
-<dd><p>The model was expected to generate an image, but none was generated.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.OTHER">
-<span class="sig-name descname"><span class="pre">OTHER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OTHER'</span></em><a class="headerlink" href="#genai.types.FinishReason.OTHER" title="Link to this definition">¶</a></dt>
-<dd><p>All other reasons that stopped the token generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.PROHIBITED_CONTENT">
-<span class="sig-name descname"><span class="pre">PROHIBITED_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROHIBITED_CONTENT'</span></em><a class="headerlink" href="#genai.types.FinishReason.PROHIBITED_CONTENT" title="Link to this definition">¶</a></dt>
-<dd><p>Token generation stopped for potentially containing prohibited content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.RECITATION">
-<span class="sig-name descname"><span class="pre">RECITATION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'RECITATION'</span></em><a class="headerlink" href="#genai.types.FinishReason.RECITATION" title="Link to this definition">¶</a></dt>
-<dd><p>The token generation stopped because of potential recitation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.SAFETY">
-<span class="sig-name descname"><span class="pre">SAFETY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SAFETY'</span></em><a class="headerlink" href="#genai.types.FinishReason.SAFETY" title="Link to this definition">¶</a></dt>
-<dd><p>When streaming, [content][] is empty if content filters blocks the output.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Token generation stopped because the content potentially contains safety violations. NOTE</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.SPII">
-<span class="sig-name descname"><span class="pre">SPII</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SPII'</span></em><a class="headerlink" href="#genai.types.FinishReason.SPII" title="Link to this definition">¶</a></dt>
-<dd><p>Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).</p>
-</dd></dl>
-
+<p>Represents a whole or partial calendar date, such as a birthday.</p>
+<p>The time of day and time zone are either specified elsewhere or are
+insignificant. The date is relative to the Gregorian Calendar. This can
+represent one of the following: * A full date, with non-zero year, month, and
+day values. * A month and day, with a zero year (for example, an anniversary).
+* A year on its own, with a zero month and a zero day. * A year and month,
+with a zero day (for example, a credit card expiration date). Related types: *
+google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This
+data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.STOP">
-<span class="sig-name descname"><span class="pre">STOP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STOP'</span></em><a class="headerlink" href="#genai.types.FinishReason.STOP" title="Link to this definition">¶</a></dt>
-<dd><p>Token generation reached a natural stopping point or a configured stop sequence.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict.day">
+<span class="sig-name descname"><span class="pre">day</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleTypeDateDict.day" title="Link to this definition">¶</a></dt>
+<dd><p>Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn’t significant.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.TOO_MANY_TOOL_CALLS">
-<span class="sig-name descname"><span class="pre">TOO_MANY_TOOL_CALLS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TOO_MANY_TOOL_CALLS'</span></em><a class="headerlink" href="#genai.types.FinishReason.TOO_MANY_TOOL_CALLS" title="Link to this definition">¶</a></dt>
-<dd><p>Model called too many tools consecutively, thus the system exited execution.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict.month">
+<span class="sig-name descname"><span class="pre">month</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleTypeDateDict.month" title="Link to this definition">¶</a></dt>
+<dd><p>Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FinishReason.UNEXPECTED_TOOL_CALL">
-<span class="sig-name descname"><span class="pre">UNEXPECTED_TOOL_CALL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UNEXPECTED_TOOL_CALL'</span></em><a class="headerlink" href="#genai.types.FinishReason.UNEXPECTED_TOOL_CALL" title="Link to this definition">¶</a></dt>
-<dd><p>The tool call generated by the model is invalid.</p>
+<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict.year">
+<span class="sig-name descname"><span class="pre">year</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleTypeDateDict.year" title="Link to this definition">¶</a></dt>
+<dd><p>Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FullFineTuningSpec</span></span><a class="headerlink" href="#genai.types.FullFineTuningSpec" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunk">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunk</span></span><a class="headerlink" href="#genai.types.GroundingChunk" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tuning Spec for Full Fine Tuning.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>A piece of evidence that supports a claim made by the model.</p>
+<p>This is used to show a citation for a claim made by the model. When grounding
+is enabled, the model returns a <cite>GroundingChunk</cite> that contains a reference to
+the source of the information.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FullFineTuningSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedHyperParameters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Full Fine Tuning.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SupervisedHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for SFT. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for tuning. This feature is only available for open source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Learning rate for tuning. Mutually exclusive with `learning_rate_multiplier`. This feature is only available for open source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate. Mutually exclusive with `learning_rate`. This feature is only available for 1P models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -76118,18 +132519,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FullFineTuningSpec.hyper_parameters" title="genai.types.FullFineTuningSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.SupervisedHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FullFineTuningSpec.training_dataset_uri" title="genai.types.FullFineTuningSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FullFineTuningSpec.validation_dataset_uri" title="genai.types.FullFineTuningSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunk.image" title="genai.types.GroundingChunk.image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image</span> <span class="pre">(genai.types.GroundingChunkImage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunk.maps" title="genai.types.GroundingChunk.maps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">maps</span> <span class="pre">(genai.types.GroundingChunkMaps</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunk.retrieved_context" title="genai.types.GroundingChunk.retrieved_context"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieved_context</span> <span class="pre">(genai.types.GroundingChunkRetrievedContext</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunk.web" title="genai.types.GroundingChunk.web"><code class="xref py py-obj docutils literal notranslate"><span class="pre">web</span> <span class="pre">(genai.types.GroundingChunkWeb</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec.hyper_parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SupervisedHyperParameters" title="genai.types.SupervisedHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">SupervisedHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Hyperparameters for Full Fine Tuning.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunk.image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkImage" title="genai.types.GroundingChunkImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkImage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunk.image" title="Link to this definition">¶</a></dt>
+<dd><p>A grounding chunk from an image search result. See the <cite>Image</cite> message for details.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76140,9 +132542,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec.training_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunk.maps">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMaps" title="genai.types.GroundingChunkMaps"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMaps</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunk.maps" title="Link to this definition">¶</a></dt>
+<dd><p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
+<p>It contains information about a place, such as its name, address, and
+reviews. This is used to provide the user with rich, location-based
+information.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76153,9 +132558,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpec.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunk.retrieved_context">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieved_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext" title="genai.types.GroundingChunkRetrievedContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkRetrievedContext</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievedContext')</span></em><a class="headerlink" href="#genai.types.GroundingChunk.retrieved_context" title="Link to this definition">¶</a></dt>
+<dd><p>A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the <cite>RetrievedContext</cite> message for details</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76165,50 +132570,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FullFineTuningSpecDict</span></span><a class="headerlink" href="#genai.types.FullFineTuningSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tuning Spec for Full Fine Tuning.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict.hyper_parameters">
-<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SupervisedHyperParametersDict" title="genai.types.SupervisedHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SupervisedHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Hyperparameters for Full Fine Tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict.training_dataset_uri">
-<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FullFineTuningSpecDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FullFineTuningSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunk.web">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">web</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkWeb" title="genai.types.GroundingChunkWeb"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkWeb</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunk.web" title="Link to this definition">¶</a></dt>
+<dd><p>A grounding chunk from a web page, typically from Google Search. See the <cite>Web</cite> message for details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionCall">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCall</span></span><a class="headerlink" href="#genai.types.FunctionCall" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkCustomMetadata</span></span><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.</p>
+<p>User provided metadata about the GroundingFact.</p>
+<p>This data type is not supported in Vertex AI.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -76218,152 +132611,71 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -76374,33 +132686,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionCall.args" title="genai.types.FunctionCall.args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionCall.id" title="genai.types.FunctionCall.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionCall.name" title="genai.types.FunctionCall.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionCall.partial_args" title="genai.types.FunctionCall.partial_args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">partial_args</span> <span class="pre">(list[genai.types.PartialArg]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionCall.will_continue" title="genai.types.FunctionCall.will_continue"><code class="xref py py-obj docutils literal notranslate"><span class="pre">will_continue</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.key" title="genai.types.GroundingChunkCustomMetadata.key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.numeric_value" title="genai.types.GroundingChunkCustomMetadata.numeric_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numeric_value</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.string_list_value" title="genai.types.GroundingChunkCustomMetadata.string_list_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_list_value</span> <span class="pre">(genai.types.GroundingChunkStringList</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.string_value" title="genai.types.GroundingChunkCustomMetadata.string_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_value</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCall.args">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCall.args" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCall.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCall.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The unique id of the function call. If populated, the client to execute the <cite>function_call</cite> and return the response with the matching <cite>id</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.key">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.key" title="Link to this definition">¶</a></dt>
+<dd><p>The key of the metadata.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76411,9 +132709,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCall.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCall.name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The name of the function to call. Matches FunctionDeclaration.name.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.numeric_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numericValue')</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.numeric_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The numeric value of the metadata. The expected range for this value depends on the specific <cite>key</cite> used.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76424,9 +132722,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCall.partial_args">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">partial_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartialArg" title="genai.types.PartialArg"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartialArg</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'partialArgs')</span></em><a class="headerlink" href="#genai.types.FunctionCall.partial_args" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.string_list_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkStringList" title="genai.types.GroundingChunkStringList"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkStringList</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringListValue')</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.string_list_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A list of string values for the metadata.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76437,9 +132735,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCall.will_continue">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'willContinue')</span></em><a class="headerlink" href="#genai.types.FunctionCall.will_continue" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.string_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringValue')</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.string_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The string value of the metadata.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76452,111 +132750,142 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionCallDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallDict</span></span><a class="headerlink" href="#genai.types.FunctionCallDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkCustomMetadataDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.</p>
+<p>User provided metadata about the GroundingFact.</p>
+<p>This data type is not supported in Vertex AI.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallDict.args">
-<span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.args" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.key">
+<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.key" title="Link to this definition">¶</a></dt>
+<dd><p>The key of the metadata.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallDict.id">
-<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The unique id of the function call. If populated, the client to execute the <cite>function_call</cite> and return the response with the matching <cite>id</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.numeric_value">
+<span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.numeric_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The numeric value of the metadata. The expected range for this value depends on the specific <cite>key</cite> used.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The name of the function to call. Matches FunctionDeclaration.name.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.string_list_value">
+<span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkStringListDict" title="genai.types.GroundingChunkStringListDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkStringListDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.string_list_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A list of string values for the metadata.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallDict.partial_args">
-<span class="sig-name descname"><span class="pre">partial_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartialArgDict" title="genai.types.PartialArgDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartialArgDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.partial_args" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.string_value">
+<span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.string_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The string value of the metadata.</p>
+</dd></dl>
+
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A piece of evidence that supports a claim made by the model.</p>
+<p>This is used to show a citation for a claim made by the model. When grounding
+is enabled, the model returns a <cite>GroundingChunk</cite> that contains a reference to
+the source of the information.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallDict.will_continue">
-<span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallDict.will_continue" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.image">
+<span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkImageDict" title="genai.types.GroundingChunkImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.image" title="Link to this definition">¶</a></dt>
+<dd><p>A grounding chunk from an image search result. See the <cite>Image</cite> message for details.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.maps">
+<span class="sig-name descname"><span class="pre">maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsDict" title="genai.types.GroundingChunkMapsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.maps" title="Link to this definition">¶</a></dt>
+<dd><p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
+<p>It contains information about a place, such as its name, address, and
+reviews. This is used to provide the user with rich, location-based
+information.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.retrieved_context">
+<span class="sig-name descname"><span class="pre">retrieved_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContextDict" title="genai.types.GroundingChunkRetrievedContextDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkRetrievedContextDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.retrieved_context" title="Link to this definition">¶</a></dt>
+<dd><p>A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the <cite>RetrievedContext</cite> message for details</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.web">
+<span class="sig-name descname"><span class="pre">web</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkWebDict" title="genai.types.GroundingChunkWebDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkWebDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.web" title="Link to this definition">¶</a></dt>
+<dd><p>A grounding chunk from a web page, typically from Google Search. See the <cite>Web</cite> message for details.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallingConfig</span></span><a class="headerlink" href="#genai.types.FunctionCallingConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkImage</span></span><a class="headerlink" href="#genai.types.GroundingChunkImage" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Function calling config.</p>
+<p>An <cite>Image</cite> chunk is a piece of evidence that comes from an image search result.</p>
+<p>It contains the URI of the image search result and the URI of the image. This
+is used to provide the user with a link to the source of the information.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -76566,18 +132895,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionCallingConfig.allowed_function_names" title="genai.types.FunctionCallingConfig.allowed_function_names"><code class="xref py py-obj docutils literal notranslate"><span class="pre">allowed_function_names</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionCallingConfig.mode" title="genai.types.FunctionCallingConfig.mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mode</span> <span class="pre">(genai.types.FunctionCallingConfigMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionCallingConfig.stream_function_call_arguments" title="genai.types.FunctionCallingConfig.stream_function_call_arguments"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stream_function_call_arguments</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.domain" title="genai.types.GroundingChunkImage.domain"><code class="xref py py-obj docutils literal notranslate"><span class="pre">domain</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.image_uri" title="genai.types.GroundingChunkImage.image_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.source_uri" title="genai.types.GroundingChunkImage.source_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.title" title="genai.types.GroundingChunkImage.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig.allowed_function_names">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">allowed_function_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'allowedFunctionNames')</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfig.allowed_function_names" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.domain">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.domain" title="Link to this definition">¶</a></dt>
+<dd><p>The domain of the image search result page.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76588,9 +132918,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig.mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfigMode" title="genai.types.FunctionCallingConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfigMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfig.mode" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function calling mode.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.image_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.image_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the image.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76601,9 +132931,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfig.stream_function_call_arguments">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stream_function_call_arguments</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'streamFunctionCallArguments')</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfig.stream_function_call_arguments" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the <cite>FunctionCall.partial_args</cite> field. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.source_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sourceUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.source_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the image search result page.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -76613,102 +132943,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallingConfigDict</span></span><a class="headerlink" href="#genai.types.FunctionCallingConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Function calling config.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict.allowed_function_names">
-<span class="sig-name descname"><span class="pre">allowed_function_names</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigDict.allowed_function_names" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict.mode">
-<span class="sig-name descname"><span class="pre">mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfigMode" title="genai.types.FunctionCallingConfigMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfigMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigDict.mode" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function calling mode.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigDict.stream_function_call_arguments">
-<span class="sig-name descname"><span class="pre">stream_function_call_arguments</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigDict.stream_function_call_arguments" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the <cite>FunctionCall.partial_args</cite> field. This field is not supported in Gemini API.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the image search result page.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionCallingConfigMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionCallingConfigMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Function calling mode.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.ANY">
-<span class="sig-name descname"><span class="pre">ANY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ANY'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.ANY" title="Link to this definition">¶</a></dt>
-<dd><p>Model is constrained to always predicting function calls only. If “allowed_function_names” are set, the predicted function calls will be limited to any one of “allowed_function_names”, else the predicted function calls will be any one of the provided “function_declarations”.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkImageDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>An <cite>Image</cite> chunk is a piece of evidence that comes from an image search result.</p>
+<p>It contains the URI of the image search result and the URI of the image. This
+is used to provide the user with a link to the source of the information.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.AUTO">
-<span class="sig-name descname"><span class="pre">AUTO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AUTO'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.AUTO" title="Link to this definition">¶</a></dt>
-<dd><p>Default model behavior, model decides to predict either function calls or natural language response.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.domain">
+<span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.domain" title="Link to this definition">¶</a></dt>
+<dd><p>The domain of the image search result page.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.MODE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MODE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.MODE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified function calling mode. This value should not be used.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.image_uri">
+<span class="sig-name descname"><span class="pre">image_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.image_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the image.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.NONE">
-<span class="sig-name descname"><span class="pre">NONE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NONE'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.NONE" title="Link to this definition">¶</a></dt>
-<dd><p>Model will not predict any function calls. Model behavior is same as when not passing any function declarations.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.source_uri">
+<span class="sig-name descname"><span class="pre">source_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.source_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the image search result page.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionCallingConfigMode.VALIDATED">
-<span class="sig-name descname"><span class="pre">VALIDATED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VALIDATED'</span></em><a class="headerlink" href="#genai.types.FunctionCallingConfigMode.VALIDATED" title="Link to this definition">¶</a></dt>
-<dd><p>Model is constrained to predict either function calls or natural language response. If “allowed_function_names” are set, the predicted function calls will be limited to any one of “allowed_function_names”, else the predicted function calls will be any one of the provided “function_declarations”.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the image search result page.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionDeclaration</span></span><a class="headerlink" href="#genai.types.FunctionDeclaration" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMaps</span></span><a class="headerlink" href="#genai.types.GroundingChunkMaps" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3">https://spec.openapis.org/oas/v3.0.3</a>).</p>
-<p>Included in this declaration are the function name, description, parameters
-and response type. This FunctionDeclaration is a representation of a block of
-code that can be used as a <cite>Tool</cite> by the model and executed by the client.</p>
+<p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
+<p>It contains information about a place, such as its name, address, and reviews.
+This is used to provide the user with rich, location-based information.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -76718,111 +133030,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -76832,37 +133153,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -76872,37 +133212,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -76912,35 +133251,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -76950,101 +133298,330 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.place_answer_sources" title="genai.types.GroundingChunkMaps.place_answer_sources"><code class="xref py py-obj docutils literal notranslate"><span class="pre">place_answer_sources</span> <span class="pre">(genai.types.GroundingChunkMapsPlaceAnswerSources</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.place_id" title="genai.types.GroundingChunkMaps.place_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">place_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.route" title="genai.types.GroundingChunkMaps.route"><code class="xref py py-obj docutils literal notranslate"><span class="pre">route</span> <span class="pre">(genai.types.GroundingChunkMapsRoute</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.text" title="genai.types.GroundingChunkMaps.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.title" title="genai.types.GroundingChunkMaps.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.uri" title="genai.types.GroundingChunkMaps.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.place_answer_sources">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">place_answer_sources</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources" title="genai.types.GroundingChunkMapsPlaceAnswerSources"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSources</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'placeAnswerSources')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.place_answer_sources" title="Link to this definition">¶</a></dt>
+<dd><p>The sources that were used to generate the place answer.</p>
+<p>This includes review snippets and photos that were used to generate the
+answer, as well as URIs to flag content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.place_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">place_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'placeId')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.place_id" title="Link to this definition">¶</a></dt>
+<dd><p>This Place’s resource name, in <cite>places/{place_id}</cite> format.</p>
+<p>This can be used to look up the place in the Google Maps API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.route">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">route</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute" title="genai.types.GroundingChunkMapsRoute"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsRoute</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.route" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Route information.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.text" title="Link to this definition">¶</a></dt>
+<dd><p>The text of the place answer.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the place.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the place.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
+<p>It contains information about a place, such as its name, address, and reviews.
+This is used to provide the user with rich, location-based information.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.place_answer_sources">
+<span class="sig-name descname"><span class="pre">place_answer_sources</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.place_answer_sources" title="Link to this definition">¶</a></dt>
+<dd><p>The sources that were used to generate the place answer.</p>
+<p>This includes review snippets and photos that were used to generate the
+answer, as well as URIs to flag content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.place_id">
+<span class="sig-name descname"><span class="pre">place_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.place_id" title="Link to this definition">¶</a></dt>
+<dd><p>This Place’s resource name, in <cite>places/{place_id}</cite> format.</p>
+<p>This can be used to look up the place in the Google Maps API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.route">
+<span class="sig-name descname"><span class="pre">route</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsRouteDict" title="genai.types.GroundingChunkMapsRouteDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsRouteDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.route" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Route information.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>The text of the place answer.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the place.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.uri">
+<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the place.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSources</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The sources that were used to generate the place answer.</p>
+<p>This includes review snippets and photos that were used to generate the
+answer, as well as URIs to flag content.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77054,56 +133631,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -77115,39 +133683,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -77157,22 +133698,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.behavior" title="genai.types.FunctionDeclaration.behavior"><code class="xref py py-obj docutils literal notranslate"><span class="pre">behavior</span> <span class="pre">(genai.types.Behavior</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.description" title="genai.types.FunctionDeclaration.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.name" title="genai.types.FunctionDeclaration.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.parameters" title="genai.types.FunctionDeclaration.parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parameters</span> <span class="pre">(genai.types.Schema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.parameters_json_schema" title="genai.types.FunctionDeclaration.parameters_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parameters_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.response" title="genai.types.FunctionDeclaration.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.Schema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionDeclaration.response_json_schema" title="genai.types.FunctionDeclaration.response_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">flag_content_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet" title="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review_snippet</span> <span class="pre">(list[genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets" title="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review_snippets</span> <span class="pre">(list[genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.behavior">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">behavior</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Behavior" title="genai.types.Behavior"><code class="xref py py-class docutils literal notranslate"><span class="pre">Behavior</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.behavior" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'flagContentUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri" title="Link to this definition">¶</a></dt>
+<dd><p>A link where users can flag a problem with the generated answer.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77183,9 +133720,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.description" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippet</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reviewSnippet')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet" title="Link to this definition">¶</a></dt>
+<dd><p>Snippets of reviews that were used to generate the answer.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77196,9 +133733,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.name" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review_snippets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippet</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reviewSnippets')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets" title="Link to this definition">¶</a></dt>
+<dd><p>Snippets of reviews that were used to generate the answer.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77208,23 +133745,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Author attribution for a photo or review.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">photo_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.parameters_json_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parameters_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parametersJsonSchema')</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.parameters_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;object&quot;,</span> <span class="pre">&quot;properties&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;name&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;string&quot;</span> <span class="pre">},</span> <span class="pre">&quot;age&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;integer&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;additionalProperties&quot;:</span> <span class="pre">false,</span> <span class="pre">&quot;required&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;],</span> <span class="pre">&quot;propertyOrdering&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;]</span> <span class="pre">}</span> <span class="pre">`</span></code> This field is mutually exclusive with <cite>parameters</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Name of the author of the Photo or Review.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77235,9 +133831,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.response" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">photo_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'photoUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Profile photo URI of the author of the Photo or Review.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77248,9 +133844,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.response_json_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseJsonSchema')</span></em><a class="headerlink" href="#genai.types.FunctionDeclaration.response_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with <cite>response</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri" title="Link to this definition">¶</a></dt>
+<dd><p>URI of the author of the Photo or Review.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77260,165 +133856,114 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.from_callable">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_callable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">client</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">behavior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_json_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionDeclaration.from_callable" title="Link to this definition">¶</a></dt>
-<dd><p>Converts a Callable to a FunctionDeclaration based on the client.</p>
-<p>Note: For best results prefer
-[Google-style
-docstring](<a class="reference external" href="https://google.github.io/styleguide/pyguide.html#383-functions-and-methods">https://google.github.io/styleguide/pyguide.html#383-functions-and-methods</a>)
-when describing arguments. This function does <strong>not</strong> parse argument
-descriptions into the property description slots of the resulting structure.
-Instead it sends the whole docstring in the top-level function description.
-Google-style docstring are closest to what the model is trained on.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionDeclaration" title="genai.types.FunctionDeclaration"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclaration</span></code></a></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclaration.from_callable_with_api_option">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_callable_with_api_option</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">callable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">api_option</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'GEMINI_API'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">behavior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_json_schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionDeclaration.from_callable_with_api_option" title="Link to this definition">¶</a></dt>
-<dd><p>Converts a Callable to a FunctionDeclaration based on the API option.</p>
-<p>Supported API option is ‘ENTERPRISE’, ‘GEMINI_API’ or ‘VERTEX_AI’. If
-api_option is unset, it will default to ‘GEMINI_API’. If unsupported
-api_option is provided, it will raise ValueError.
-Note: ‘VERTEX_AI’ is to be deprecated, please use ‘ENTERPRISE’ instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionDeclaration" title="genai.types.FunctionDeclaration"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclaration</span></code></a></span></p>
-</dd>
-</dl>
-</dd></dl>
-
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionDeclarationDict</span></span><a class="headerlink" href="#genai.types.FunctionDeclarationDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3">https://spec.openapis.org/oas/v3.0.3</a>).</p>
-<p>Included in this declaration are the function name, description, parameters
-and response type. This FunctionDeclaration is a representation of a block of
-code that can be used as a <cite>Tool</cite> by the model and executed by the client.</p>
+<p>Author attribution for a photo or review.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.behavior">
-<span class="sig-name descname"><span class="pre">behavior</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Behavior" title="genai.types.Behavior"><code class="xref py py-class docutils literal notranslate"><span class="pre">Behavior</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.behavior" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Name of the author of the Photo or Review.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.description">
-<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.description" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.photo_uri">
+<span class="sig-name descname"><span class="pre">photo_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.photo_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Profile photo URI of the author of the Photo or Review.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.uri">
+<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.uri" title="Link to this definition">¶</a></dt>
+<dd><p>URI of the author of the Photo or Review.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.parameters">
-<span class="sig-name descname"><span class="pre">parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.parameters" title="Link to this definition">¶</a></dt>
-<dd><p>the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>the name of the parameter. Parameter names are case sensitive. Schema Value</p>
-</dd>
-</dl>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The sources that were used to generate the place answer.</p>
+<p>This includes review snippets and photos that were used to generate the
+answer, as well as URIs to flag content.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.parameters_json_schema">
-<span class="sig-name descname"><span class="pre">parameters_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.parameters_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p><code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;object&quot;,</span> <span class="pre">&quot;properties&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;name&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;string&quot;</span> <span class="pre">},</span> <span class="pre">&quot;age&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;type&quot;:</span> <span class="pre">&quot;integer&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;additionalProperties&quot;:</span> <span class="pre">false,</span> <span class="pre">&quot;required&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;],</span> <span class="pre">&quot;propertyOrdering&quot;:</span> <span class="pre">[&quot;name&quot;,</span> <span class="pre">&quot;age&quot;]</span> <span class="pre">}</span> <span class="pre">`</span></code> This field is mutually exclusive with <cite>parameters</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.flag_content_uri">
+<span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.flag_content_uri" title="Link to this definition">¶</a></dt>
+<dd><p>A link where users can flag a problem with the generated answer.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.response">
-<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.response" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippet">
+<span class="sig-name descname"><span class="pre">review_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippet" title="Link to this definition">¶</a></dt>
+<dd><p>Snippets of reviews that were used to generate the answer.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionDeclarationDict.response_json_schema">
-<span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionDeclarationDict.response_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with <cite>response</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippets">
+<span class="sig-name descname"><span class="pre">review_snippets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippets" title="Link to this definition">¶</a></dt>
+<dd><p>Snippets of reviews that were used to generate the answer.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponse</span></span><a class="headerlink" href="#genai.types.FunctionResponse" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippet</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.</p>
-<p>This should contain the result of a <cite>FunctionCall</cite> made based on model
-prediction.</p>
+<p>Encapsulates a review snippet.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77428,10 +133973,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77441,56 +133986,41 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -77501,31 +134031,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77535,10 +134044,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77548,55 +134057,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -77606,47 +134072,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionResponse.id" title="genai.types.FunctionResponse.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponse.name" title="genai.types.FunctionResponse.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponse.parts" title="genai.types.FunctionResponse.parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parts</span> <span class="pre">(list[genai.types.FunctionResponsePart]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponse.response" title="genai.types.FunctionResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponse.scheduling" title="genai.types.FunctionResponse.scheduling"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scheduling</span> <span class="pre">(genai.types.FunctionResponseScheduling</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponse.will_continue" title="genai.types.FunctionResponse.will_continue"><code class="xref py py-obj docutils literal notranslate"><span class="pre">will_continue</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">author_attribution</span> <span class="pre">(genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">flag_content_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_maps_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">relative_publish_time_description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call <cite>id</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.name" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.parts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponsePart" title="genai.types.FunctionResponsePart"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePart</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.parts" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Ordered <cite>Parts</cite> that constitute a function response. Parts may have different IANA MIME types.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">author_attribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'authorAttribution')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution" title="Link to this definition">¶</a></dt>
+<dd><p>This review’s author.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77657,9 +134098,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.response" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The function response in JSON object format. Use “output” key to specify function output and “error” key to specify error details (if any). If “output” and “error” keys are not specified, then whole “response” is treated as function output.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'flagContentUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri" title="Link to this definition">¶</a></dt>
+<dd><p>A link where users can flag a problem with the review.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77670,9 +134111,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.scheduling">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scheduling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseScheduling" title="genai.types.FunctionResponseScheduling"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseScheduling</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponse.scheduling" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_maps_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleMapsUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri" title="Link to this definition">¶</a></dt>
+<dd><p>A link to show the review on Google Maps.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77683,9 +134124,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.will_continue">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'willContinue')</span></em><a class="headerlink" href="#genai.types.FunctionResponse.will_continue" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty <cite>response</cite> with <cite>will_continue=False</cite> to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set <cite>scheduling</cite> to <cite>SILENT</cite>. This field is not supported in Vertex AI.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">relative_publish_time_description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'relativePublishTimeDescription')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description" title="Link to this definition">¶</a></dt>
+<dd><p>A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77695,94 +134136,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.FunctionResponse.from_mcp_response">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_mcp_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">response</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponse.from_mcp_response" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionResponse" title="genai.types.FunctionResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code></a></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseBlob</span></span><a class="headerlink" href="#genai.types.FunctionResponseBlob" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Raw media bytes for function response.</p>
-<p>Text should not be sent as raw bytes, use the ‘text’ field.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionResponseBlob.data" title="genai.types.FunctionResponseBlob.data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">data</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponseBlob.display_name" title="genai.types.FunctionResponseBlob.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponseBlob.mime_type" title="genai.types.FunctionResponseBlob.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob.data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlob.data" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Raw bytes.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review" title="Link to this definition">¶</a></dt>
+<dd><p>A reference representing this place review which may be used to look up this place review again.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77793,9 +134150,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlob.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reviewId')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id" title="Link to this definition">¶</a></dt>
+<dd><p>Id of the review referencing the place.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77806,9 +134163,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlob.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlob.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title" title="Link to this definition">¶</a></dt>
+<dd><p>Title of the review.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77821,81 +134178,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseBlobDict</span></span><a class="headerlink" href="#genai.types.FunctionResponseBlobDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Raw media bytes for function response.</p>
-<p>Text should not be sent as raw bytes, use the ‘text’ field.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict.data">
-<span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlobDict.data" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Raw bytes.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlobDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.</p>
-</dd></dl>
-
+<p>Encapsulates a review snippet.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseBlobDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseBlobDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.author_attribution">
+<span class="sig-name descname"><span class="pre">author_attribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.author_attribution" title="Link to this definition">¶</a></dt>
+<dd><p>This review’s author.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseDict</span></span><a class="headerlink" href="#genai.types.FunctionResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.</p>
-<p>This should contain the result of a <cite>FunctionCall</cite> made based on model
-prediction.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.id">
-<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call <cite>id</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.flag_content_uri">
+<span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.flag_content_uri" title="Link to this definition">¶</a></dt>
+<dd><p>A link where users can flag a problem with the review.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.google_maps_uri">
+<span class="sig-name descname"><span class="pre">google_maps_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.google_maps_uri" title="Link to this definition">¶</a></dt>
+<dd><p>A link to show the review on Google Maps.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.parts">
-<span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponsePartDict" title="genai.types.FunctionResponsePartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePartDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.parts" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Ordered <cite>Parts</cite> that constitute a function response. Parts may have different IANA MIME types.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.relative_publish_time_description">
+<span class="sig-name descname"><span class="pre">relative_publish_time_description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.relative_publish_time_description" title="Link to this definition">¶</a></dt>
+<dd><p>A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.response">
-<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.response" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The function response in JSON object format. Use “output” key to specify function output and “error” key to specify error details (if any). If “output” and “error” keys are not specified, then whole “response” is treated as function output.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review">
+<span class="sig-name descname"><span class="pre">review</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review" title="Link to this definition">¶</a></dt>
+<dd><p>A reference representing this place review which may be used to look up this place review again.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.scheduling">
-<span class="sig-name descname"><span class="pre">scheduling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseScheduling" title="genai.types.FunctionResponseScheduling"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseScheduling</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.scheduling" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review_id">
+<span class="sig-name descname"><span class="pre">review_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review_id" title="Link to this definition">¶</a></dt>
+<dd><p>Id of the review referencing the place.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseDict.will_continue">
-<span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseDict.will_continue" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty <cite>response</cite> with <cite>will_continue=False</cite> to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set <cite>scheduling</cite> to <cite>SILENT</cite>. This field is not supported in Vertex AI.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>Title of the review.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseFileData</span></span><a class="headerlink" href="#genai.types.FunctionResponseFileData" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsRoute</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>URI based data for function response.</p>
+<p>Route information from Google Maps.</p>
 <p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
@@ -77903,24 +134238,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77930,10 +134265,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -77943,8 +134278,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -77954,18 +134289,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionResponseFileData.display_name" title="genai.types.FunctionResponseFileData.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponseFileData.file_uri" title="genai.types.FunctionResponseFileData.file_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponseFileData.mime_type" title="genai.types.FunctionResponseFileData.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute.distance_meters" title="genai.types.GroundingChunkMapsRoute.distance_meters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">distance_meters</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute.duration" title="genai.types.GroundingChunkMapsRoute.duration"><code class="xref py py-obj docutils literal notranslate"><span class="pre">duration</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute.encoded_polyline" title="genai.types.GroundingChunkMapsRoute.encoded_polyline"><code class="xref py py-obj docutils literal notranslate"><span class="pre">encoded_polyline</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileData.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute.distance_meters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">distance_meters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'distanceMeters')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute.distance_meters" title="Link to this definition">¶</a></dt>
+<dd><p>The total distance of the route, in meters.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77976,9 +134311,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData.file_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileUri')</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileData.file_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. URI.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute.duration">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">duration</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute.duration" title="Link to this definition">¶</a></dt>
+<dd><p>The total duration of the route.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -77989,9 +134324,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileData.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileData.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute.encoded_polyline">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">encoded_polyline</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'encodedPolyline')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute.encoded_polyline" title="Link to this definition">¶</a></dt>
+<dd><p>An encoded polyline of the route. See <a class="reference external" href="https://developers.google.com/maps/documentation/utilities/polylinealgorithm">https://developers.google.com/maps/documentation/utilities/polylinealgorithm</a></p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -78004,98 +134339,219 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseFileDataDict</span></span><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsRouteDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>URI based data for function response.</p>
+<p>Route information from Google Maps.</p>
 <p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict.distance_meters">
+<span class="sig-name descname"><span class="pre">distance_meters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict.distance_meters" title="Link to this definition">¶</a></dt>
+<dd><p>The total distance of the route, in meters.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict.file_uri">
-<span class="sig-name descname"><span class="pre">file_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict.file_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. URI.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict.duration">
+<span class="sig-name descname"><span class="pre">duration</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict.duration" title="Link to this definition">¶</a></dt>
+<dd><p>The total duration of the route.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseFileDataDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponseFileDataDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The IANA standard MIME type of the source data.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict.encoded_polyline">
+<span class="sig-name descname"><span class="pre">encoded_polyline</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict.encoded_polyline" title="Link to this definition">¶</a></dt>
+<dd><p>//developers.google.com/maps/documentation/utilities/polylinealgorithm</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>An encoded polyline of the route. See https</p>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePart">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponsePart</span></span><a class="headerlink" href="#genai.types.FunctionResponsePart" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkRetrievedContext</span></span><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A datatype containing media that is part of a <cite>FunctionResponse</cite> message.</p>
-<p>A <cite>FunctionResponsePart</cite> consists of data which has an associated datatype. A
-<cite>FunctionResponsePart</cite> can only contain one of the accepted types in
-<cite>FunctionResponsePart.data</cite>. A <cite>FunctionResponsePart</cite> must have a fixed IANA
-MIME type identifying the type and subtype of the media if the <cite>inline_data</cite>
-field is filled with raw bytes.</p>
+<p>Context retrieved from a data source to ground the model’s response.</p>
+<p>This is used when a retrieval tool fetches information from a user-provided
+corpus or a public dataset.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -78103,31 +134559,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -78137,10 +134616,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -78150,10 +134629,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -78163,11 +134642,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -78178,17 +134691,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.FunctionResponsePart.file_data" title="genai.types.FunctionResponsePart.file_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_data</span> <span class="pre">(genai.types.FunctionResponseFileData</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.FunctionResponsePart.inline_data" title="genai.types.FunctionResponsePart.inline_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inline_data</span> <span class="pre">(genai.types.FunctionResponseBlob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.custom_metadata" title="genai.types.GroundingChunkRetrievedContext.custom_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(list[genai.types.GroundingChunkCustomMetadata]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.document_name" title="genai.types.GroundingChunkRetrievedContext.document_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">document_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.file_search_store" title="genai.types.GroundingChunkRetrievedContext.file_search_store"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search_store</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.media_id" title="genai.types.GroundingChunkRetrievedContext.media_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.page_number" title="genai.types.GroundingChunkRetrievedContext.page_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_number</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.rag_chunk" title="genai.types.GroundingChunkRetrievedContext.rag_chunk"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rag_chunk</span> <span class="pre">(genai.types.RagChunk</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.text" title="genai.types.GroundingChunkRetrievedContext.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.title" title="genai.types.GroundingChunkRetrievedContext.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.uri" title="genai.types.GroundingChunkRetrievedContext.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.file_data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseFileData" title="genai.types.FunctionResponseFileData"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseFileData</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileData')</span></em><a class="headerlink" href="#genai.types.FunctionResponsePart.file_data" title="Link to this definition">¶</a></dt>
-<dd><p>URI based data. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.custom_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata" title="genai.types.GroundingChunkCustomMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkCustomMetadata</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customMetadata')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -78199,9 +134719,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.inline_data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseBlob" title="genai.types.FunctionResponseBlob"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseBlob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlineData')</span></em><a class="headerlink" href="#genai.types.FunctionResponsePart.inline_data" title="Link to this definition">¶</a></dt>
-<dd><p>Inline media bytes.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.document_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'documentName')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.document_name" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is <cite>projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}</cite>. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -78211,36 +134731,92 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.from_bytes">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_bytes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponsePart.from_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>Creates a FunctionResponsePart from bytes and mime type.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.file_search_store">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search_store</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearchStore')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.file_search_store" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Name of the <cite>FileSearchStore</cite> containing the document. Example: <cite>fileSearchStores/123</cite>. This field is not supported in Vertex AI.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionResponsePart" title="genai.types.FunctionResponsePart"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePart</span></code></a></span></p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>data</strong> (<em>bytes</em>) – The bytes of the data</p></li>
-<li><p><strong>mime_type</strong> (<em>str</em>) – mime_type: The MIME type of the data.</p></li>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.media_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaId')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.media_id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePart.from_uri">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_uri</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_uri</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponsePart.from_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Creates a FunctionResponsePart from a file uri.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.page_number">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_number</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageNumber')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.page_number" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.FunctionResponsePart" title="genai.types.FunctionResponsePart"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponsePart</span></code></a></span></p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>file_uri</strong> (<em>str</em>) – The uri of the file</p></li>
-<li><p><strong>mime_type</strong> (<em>str</em>) – mime_type: The MIME type of the file. If not provided,
-the MIME type will be automatically determined.</p></li>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.rag_chunk">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rag_chunk</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunk" title="genai.types.RagChunk"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunk</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'ragChunk')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.rag_chunk" title="Link to this definition">¶</a></dt>
+<dd><p>Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.text" title="Link to this definition">¶</a></dt>
+<dd><p>The content of the retrieved data source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the retrieved data source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the retrieved data source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
 </dl>
@@ -78249,89 +134825,108 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePartDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponsePartDict</span></span><a class="headerlink" href="#genai.types.FunctionResponsePartDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkRetrievedContextDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A datatype containing media that is part of a <cite>FunctionResponse</cite> message.</p>
-<p>A <cite>FunctionResponsePart</cite> consists of data which has an associated datatype. A
-<cite>FunctionResponsePart</cite> can only contain one of the accepted types in
-<cite>FunctionResponsePart.data</cite>. A <cite>FunctionResponsePart</cite> must have a fixed IANA
-MIME type identifying the type and subtype of the media if the <cite>inline_data</cite>
-field is filled with raw bytes.</p>
+<p>Context retrieved from a data source to ground the model’s response.</p>
+<p>This is used when a retrieval tool fetches information from a user-provided
+corpus or a public dataset.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePartDict.file_data">
-<span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseFileDataDict" title="genai.types.FunctionResponseFileDataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseFileDataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponsePartDict.file_data" title="Link to this definition">¶</a></dt>
-<dd><p>URI based data. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.custom_metadata">
+<span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadataDict" title="genai.types.GroundingChunkCustomMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkCustomMetadataDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponsePartDict.inline_data">
-<span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseBlobDict" title="genai.types.FunctionResponseBlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseBlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.FunctionResponsePartDict.inline_data" title="Link to this definition">¶</a></dt>
-<dd><p>Inline media bytes.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.document_name">
+<span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.document_name" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is <cite>projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}</cite>. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.file_search_store">
+<span class="sig-name descname"><span class="pre">file_search_store</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.file_search_store" title="Link to this definition">¶</a></dt>
+<dd><p><cite>fileSearchStores/123</cite>. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Name of the <cite>FileSearchStore</cite> containing the document. Example</p>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.media_id">
+<span class="sig-name descname"><span class="pre">media_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.media_id" title="Link to this definition">¶</a></dt>
+<dd><p>fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The media blob resource name for multimodal file search results. Format</p>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">FunctionResponseScheduling</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.FunctionResponseScheduling" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Specifies how the response should be scheduled in the conversation.</p>
-<p>Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults
-to WHEN_IDLE.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.INTERRUPT">
-<span class="sig-name descname"><span class="pre">INTERRUPT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'INTERRUPT'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.INTERRUPT" title="Link to this definition">¶</a></dt>
-<dd><p>Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.page_number">
+<span class="sig-name descname"><span class="pre">page_number</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.page_number" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.SCHEDULING_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">SCHEDULING_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SCHEDULING_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.SCHEDULING_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>This value is unused.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.rag_chunk">
+<span class="sig-name descname"><span class="pre">rag_chunk</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunkDict" title="genai.types.RagChunkDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunkDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.rag_chunk" title="Link to this definition">¶</a></dt>
+<dd><p>Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.SILENT">
-<span class="sig-name descname"><span class="pre">SILENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SILENT'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.SILENT" title="Link to this definition">¶</a></dt>
-<dd><p>Only add the result to the conversation context, do not interrupt or trigger generation.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>The content of the retrieved data source.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.FunctionResponseScheduling.WHEN_IDLE">
-<span class="sig-name descname"><span class="pre">WHEN_IDLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'WHEN_IDLE'</span></em><a class="headerlink" href="#genai.types.FunctionResponseScheduling.WHEN_IDLE" title="Link to this definition">¶</a></dt>
-<dd><p>Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the retrieved data source.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.uri">
+<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the retrieved data source.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GcsDestination">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsDestination</span></span><a class="headerlink" href="#genai.types.GcsDestination" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkStringList">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkStringList</span></span><a class="headerlink" href="#genai.types.GroundingChunkStringList" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The Google Cloud Storage location where the output is to be written to.</p>
+<p>A list of string values. This data type is not supported in Vertex AI.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -78341,24 +134936,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GcsDestination.output_uri_prefix" title="genai.types.GcsDestination.output_uri_prefix"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_uri_prefix</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkStringList.values" title="genai.types.GroundingChunkStringList.values"><code class="xref py py-obj docutils literal notranslate"><span class="pre">values</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_gcs_path</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
+<dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GcsDestination.output_uri_prefix">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_uri_prefix</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputUriPrefix')</span></em><a class="headerlink" href="#genai.types.GcsDestination.output_uri_prefix" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Google Cloud Storage URI to output directory. If the uri doesn’t end with ‘/’, a ‘/’ will be automatically appended. The directory is created if it doesn’t exist.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkStringList.values">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">values</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkStringList.values" title="Link to this definition">¶</a></dt>
+<dd><p>The string values of the list.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_gcs_path</span></code></p></li>
 </ul>
 </dd>
 </dl>
@@ -78367,49 +134958,68 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GcsDestinationDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsDestinationDict</span></span><a class="headerlink" href="#genai.types.GcsDestinationDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkStringListDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkStringListDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkStringListDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The Google Cloud Storage location where the output is to be written to.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GcsDestinationDict.output_uri_prefix">
-<span class="sig-name descname"><span class="pre">output_uri_prefix</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GcsDestinationDict.output_uri_prefix" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Google Cloud Storage URI to output directory. If the uri doesn’t end with ‘/’, a ‘/’ will be automatically appended. The directory is created if it doesn’t exist.</p>
-</dd></dl>
-
+<p>A list of string values. This data type is not supported in Vertex AI.</p>
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GcsSource">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsSource</span></span><a class="headerlink" href="#genai.types.GcsSource" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkWeb</span></span><a class="headerlink" href="#genai.types.GroundingChunkWeb" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The Google Cloud Storage location for the input content.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>A <cite>Web</cite> chunk is a piece of evidence that comes from a web page.</p>
+<p>It contains the URI of the web page, the title of the page, and the domain of
+the page. This is used to provide the user with a link to the source of the
+information.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -78419,16 +135029,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GcsSource.uris" title="genai.types.GcsSource.uris"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uris</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkWeb.domain" title="genai.types.GroundingChunkWeb.domain"><code class="xref py py-obj docutils literal notranslate"><span class="pre">domain</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkWeb.title" title="genai.types.GroundingChunkWeb.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingChunkWeb.uri" title="genai.types.GroundingChunkWeb.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GcsSource.uris">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GcsSource.uris" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see <a class="reference external" href="https://cloud.google.com/storage/docs/wildcards">https://cloud.google.com/storage/docs/wildcards</a>.</p>
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb.domain">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkWeb.domain" title="Link to this definition">¶</a></dt>
+<dd><p>The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -78438,48 +135050,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkWeb.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the web page that contains the evidence.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GcsSourceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GcsSourceDict</span></span><a class="headerlink" href="#genai.types.GcsSourceDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The Google Cloud Storage location for the input content.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GcsSourceDict.uris">
-<span class="sig-name descname"><span class="pre">uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GcsSourceDict.uris" title="Link to this definition">¶</a></dt>
-<dd><p>//cloud.google.com/storage/docs/wildcards.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb.uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkWeb.uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the web page that contains the evidence.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https</p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkWebDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkWebDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A <cite>Web</cite> chunk is a piece of evidence that comes from a web page.</p>
+<p>It contains the URI of the web page, the title of the page, and the domain of
+the page. This is used to provide the user with a link to the source of the
+information.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict.domain">
+<span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkWebDict.domain" title="Link to this definition">¶</a></dt>
+<dd><p>The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict.title">
+<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkWebDict.title" title="Link to this definition">¶</a></dt>
+<dd><p>The title of the web page that contains the evidence.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict.uri">
+<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkWebDict.uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI of the web page that contains the evidence.</p>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExample">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExample</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExample" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadata</span></span><a class="headerlink" href="#genai.types.GroundingMetadata" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Input example for preference optimization.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Information for various kinds of grounding.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">               </span><span class="p">},</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
@@ -78488,14 +135134,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
 <span class="w">               </span><span class="p">},</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
@@ -78504,691 +135150,211 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">      </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">      </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">      </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">      </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79198,26 +135364,33 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -79225,190 +135398,144 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79418,31 +135545,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79452,105 +135582,69 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79560,23 +135654,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79586,10 +135680,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79599,60 +135693,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79662,18 +135753,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79683,23 +135774,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79709,107 +135799,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExample.completions" title="genai.types.GeminiPreferenceExample.completions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">completions</span> <span class="pre">(list[genai.types.GeminiPreferenceExampleCompletion]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExample.contents" title="genai.types.GeminiPreferenceExample.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExample.completions">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">completions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletion" title="genai.types.GeminiPreferenceExampleCompletion"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExampleCompletion</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExample.completions" title="Link to this definition">¶</a></dt>
-<dd><p>List of completions for a given prompt.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExample.contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExample.contents" title="Link to this definition">¶</a></dt>
-<dd><p>Multi-turn contents that represents the Prompt.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletion">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExampleCompletion</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletion" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Completion and its preference score.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -79817,10 +135812,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79830,56 +135825,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79889,22 +135880,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -79913,31 +135904,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79947,22 +135925,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -79972,31 +135951,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -80006,10 +135972,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -80019,62 +135985,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -80083,120 +136053,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -80206,13 +136086,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -80220,10 +136099,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -80233,251 +136112,606 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.google_maps_widget_context_token" title="genai.types.GroundingMetadata.google_maps_widget_context_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_maps_widget_context_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.grounding_chunks" title="genai.types.GroundingMetadata.grounding_chunks"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_chunks</span> <span class="pre">(list[genai.types.GroundingChunk]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.grounding_supports" title="genai.types.GroundingMetadata.grounding_supports"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_supports</span> <span class="pre">(list[genai.types.GroundingSupport]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.image_search_queries" title="genai.types.GroundingMetadata.image_search_queries"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_search_queries</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.retrieval_metadata" title="genai.types.GroundingMetadata.retrieval_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval_metadata</span> <span class="pre">(genai.types.RetrievalMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.retrieval_queries" title="genai.types.GroundingMetadata.retrieval_queries"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval_queries</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.search_entry_point" title="genai.types.GroundingMetadata.search_entry_point"><code class="xref py py-obj docutils literal notranslate"><span class="pre">search_entry_point</span> <span class="pre">(genai.types.SearchEntryPoint</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.source_flagging_uris" title="genai.types.GroundingMetadata.source_flagging_uris"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source_flagging_uris</span> <span class="pre">(list[genai.types.GroundingMetadataSourceFlaggingUri]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.web_search_queries" title="genai.types.GroundingMetadata.web_search_queries"><code class="xref py py-obj docutils literal notranslate"><span class="pre">web_search_queries</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.google_maps_widget_context_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_maps_widget_context_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleMapsWidgetContextToken')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.google_maps_widget_context_token" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.grounding_chunks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunk" title="genai.types.GroundingChunk"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunk</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingChunks')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.grounding_chunks" title="Link to this definition">¶</a></dt>
+<dd><p>A list of supporting references retrieved from the grounding
+source. This field is populated when the grounding source is Google
+Search, Vertex AI Search, or Google Maps.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.grounding_supports">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_supports</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingSupport" title="genai.types.GroundingSupport"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingSupport</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingSupports')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.grounding_supports" title="Link to this definition">¶</a></dt>
+<dd><p>List of grounding support.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.image_search_queries">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSearchQueries')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.image_search_queries" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.retrieval_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalMetadata" title="genai.types.RetrievalMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievalMetadata')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.retrieval_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata related to retrieval in the grounding flow.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.retrieval_queries">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievalQueries')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.retrieval_queries" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.search_entry_point">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_entry_point</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchEntryPoint" title="genai.types.SearchEntryPoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchEntryPoint</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'searchEntryPoint')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.search_entry_point" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Google search entry for the following-up web
+searches.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.source_flagging_uris">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source_flagging_uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUri" title="genai.types.GroundingMetadataSourceFlaggingUri"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataSourceFlaggingUri</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sourceFlaggingUris')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.source_flagging_uris" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadata.web_search_queries">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">web_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'webSearchQueries')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.web_search_queries" title="Link to this definition">¶</a></dt>
+<dd><p>Web search queries for the following-up web search.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadataDict</span></span><a class="headerlink" href="#genai.types.GroundingMetadataDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Information for various kinds of grounding.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.google_maps_widget_context_token">
+<span class="sig-name descname"><span class="pre">google_maps_widget_context_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.google_maps_widget_context_token" title="Link to this definition">¶</a></dt>
+<dd><p>The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Output only. Deprecated</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.grounding_chunks">
+<span class="sig-name descname"><span class="pre">grounding_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkDict" title="genai.types.GroundingChunkDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.grounding_chunks" title="Link to this definition">¶</a></dt>
+<dd><p>A list of supporting references retrieved from the grounding
+source. This field is populated when the grounding source is Google
+Search, Vertex AI Search, or Google Maps.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.grounding_supports">
+<span class="sig-name descname"><span class="pre">grounding_supports</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingSupportDict" title="genai.types.GroundingSupportDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingSupportDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.grounding_supports" title="Link to this definition">¶</a></dt>
+<dd><p>List of grounding support.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.image_search_queries">
+<span class="sig-name descname"><span class="pre">image_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.image_search_queries" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.retrieval_metadata">
+<span class="sig-name descname"><span class="pre">retrieval_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalMetadataDict" title="genai.types.RetrievalMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.retrieval_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata related to retrieval in the grounding flow.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.retrieval_queries">
+<span class="sig-name descname"><span class="pre">retrieval_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.retrieval_queries" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.search_entry_point">
+<span class="sig-name descname"><span class="pre">search_entry_point</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchEntryPointDict" title="genai.types.SearchEntryPointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchEntryPointDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.search_entry_point" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Google search entry for the following-up web
+searches.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.source_flagging_uris">
+<span class="sig-name descname"><span class="pre">source_flagging_uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUriDict" title="genai.types.GroundingMetadataSourceFlaggingUriDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataSourceFlaggingUriDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.source_flagging_uris" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.web_search_queries">
+<span class="sig-name descname"><span class="pre">web_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.web_search_queries" title="Link to this definition">¶</a></dt>
+<dd><p>Web search queries for the following-up web search.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUri">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadataSourceFlaggingUri</span></span><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUri" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A URI that can be used to flag a place or review for inappropriate content.</p>
+<p>This is populated only when the grounding source is Google Maps. This data
+type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri" title="genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">flag_content_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUri.source_id" title="genai.types.GroundingMetadataSourceFlaggingUri.source_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'flagContentUri')</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI that can be used to flag the content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUri.source_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sourceId')</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUri.source_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the place or review.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUriDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadataSourceFlaggingUriDict</span></span><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUriDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A URI that can be used to flag a place or review for inappropriate content.</p>
+<p>This is populated only when the grounding source is Google Maps. This data
+type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUriDict.flag_content_uri">
+<span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUriDict.flag_content_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The URI that can be used to flag the content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUriDict.source_id">
+<span class="sig-name descname"><span class="pre">source_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUriDict.source_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the place or review.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.GroundingSupport">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingSupport</span></span><a class="headerlink" href="#genai.types.GroundingSupport" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Grounding support.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -80485,177 +136719,670 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.GroundingSupport.confidence_scores" title="genai.types.GroundingSupport.confidence_scores"><code class="xref py py-obj docutils literal notranslate"><span class="pre">confidence_scores</span> <span class="pre">(list[float]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingSupport.grounding_chunk_indices" title="genai.types.GroundingSupport.grounding_chunk_indices"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_chunk_indices</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingSupport.rendered_parts" title="genai.types.GroundingSupport.rendered_parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rendered_parts</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.GroundingSupport.segment" title="genai.types.GroundingSupport.segment"><code class="xref py py-obj docutils literal notranslate"><span class="pre">segment</span> <span class="pre">(genai.types.Segment</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingSupport.confidence_scores">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">confidence_scores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'confidenceScores')</span></em><a class="headerlink" href="#genai.types.GroundingSupport.confidence_scores" title="Link to this definition">¶</a></dt>
+<dd><p>Confidence score of the support references.</p>
+<p>Ranges from 0 to 1. 1 is the most confident. This list must have the
+same size as the grounding_chunk_indices.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingSupport.grounding_chunk_indices">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_chunk_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingChunkIndices')</span></em><a class="headerlink" href="#genai.types.GroundingSupport.grounding_chunk_indices" title="Link to this definition">¶</a></dt>
+<dd><p>A list of indices (into ‘grounding_chunk’) specifying the
+citations associated with the claim. For instance [1,3,4] means that
+grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the
+retrieved content attributed to the claim.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingSupport.rendered_parts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rendered_parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'renderedParts')</span></em><a class="headerlink" href="#genai.types.GroundingSupport.rendered_parts" title="Link to this definition">¶</a></dt>
+<dd><p>Indices into the <cite>rendered_parts</cite> field of the <cite>GroundingMetadata</cite> message. These indices specify which rendered parts are associated with this support message.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.GroundingSupport.segment">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">segment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Segment" title="genai.types.Segment"><code class="xref py py-class docutils literal notranslate"><span class="pre">Segment</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingSupport.segment" title="Link to this definition">¶</a></dt>
+<dd><p>Segment of the content this support belongs to.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.GroundingSupportDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingSupportDict</span></span><a class="headerlink" href="#genai.types.GroundingSupportDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Grounding support.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.confidence_scores">
+<span class="sig-name descname"><span class="pre">confidence_scores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.confidence_scores" title="Link to this definition">¶</a></dt>
+<dd><p>Confidence score of the support references.</p>
+<p>Ranges from 0 to 1. 1 is the most confident. This list must have the
+same size as the grounding_chunk_indices.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.grounding_chunk_indices">
+<span class="sig-name descname"><span class="pre">grounding_chunk_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.grounding_chunk_indices" title="Link to this definition">¶</a></dt>
+<dd><p>A list of indices (into ‘grounding_chunk’) specifying the
+citations associated with the claim. For instance [1,3,4] means that
+grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the
+retrieved content attributed to the claim.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.rendered_parts">
+<span class="sig-name descname"><span class="pre">rendered_parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.rendered_parts" title="Link to this definition">¶</a></dt>
+<dd><p>Indices into the <cite>rendered_parts</cite> field of the <cite>GroundingMetadata</cite> message. These indices specify which rendered parts are associated with this support message.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.segment">
+<span class="sig-name descname"><span class="pre">segment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SegmentDict" title="genai.types.SegmentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SegmentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.segment" title="Link to this definition">¶</a></dt>
+<dd><p>Segment of the content this support belongs to.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HarmBlockMethod">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmBlockMethod</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmBlockMethod" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The method for blocking content.</p>
+<p>If not specified, the default behavior is to use the probability score. This
+enum is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockMethod.HARM_BLOCK_METHOD_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">HARM_BLOCK_METHOD_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_BLOCK_METHOD_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmBlockMethod.HARM_BLOCK_METHOD_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The harm block method is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockMethod.PROBABILITY">
+<span class="sig-name descname"><span class="pre">PROBABILITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROBABILITY'</span></em><a class="headerlink" href="#genai.types.HarmBlockMethod.PROBABILITY" title="Link to this definition">¶</a></dt>
+<dd><p>The harm block method uses the probability score.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockMethod.SEVERITY">
+<span class="sig-name descname"><span class="pre">SEVERITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SEVERITY'</span></em><a class="headerlink" href="#genai.types.HarmBlockMethod.SEVERITY" title="Link to this definition">¶</a></dt>
+<dd><p>The harm block method uses both probability and severity scores.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmBlockThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmBlockThreshold" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The threshold for blocking content.</p>
+<p>If the harm probability exceeds this threshold, the content will be blocked.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_LOW_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_LOW_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_LOW_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_LOW_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Block content with a low harm probability or higher.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_MEDIUM_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_MEDIUM_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Block content with a medium harm probability or higher.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_NONE">
+<span class="sig-name descname"><span class="pre">BLOCK_NONE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_NONE'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_NONE" title="Link to this definition">¶</a></dt>
+<dd><p>Do not block any content, regardless of its harm probability.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH">
+<span class="sig-name descname"><span class="pre">BLOCK_ONLY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_ONLY_HIGH'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>Block content with a high harm probability.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">HARM_BLOCK_THRESHOLD_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_BLOCK_THRESHOLD_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The harm block threshold is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.OFF">
+<span class="sig-name descname"><span class="pre">OFF</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OFF'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.OFF" title="Link to this definition">¶</a></dt>
+<dd><p>Turn off the safety filter entirely.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HarmCategory">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmCategory</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmCategory" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The harm category to be blocked.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_CIVIC_INTEGRITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_CIVIC_INTEGRITY'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY" title="Link to this definition">¶</a></dt>
+<dd><p>Election filter is not longer supported. The harm category is civic integrity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Deprecated</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_DANGEROUS_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_DANGEROUS_CONTENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT" title="Link to this definition">¶</a></dt>
+<dd><p>Content that promotes, facilitates, or enables dangerous activities.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_HARASSMENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_HARASSMENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT" title="Link to this definition">¶</a></dt>
+<dd><p>Abusive, threatening, or content intended to bully, torment, or ridicule.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_HATE_SPEECH">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_HATE_SPEECH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_HATE_SPEECH'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_HATE_SPEECH" title="Link to this definition">¶</a></dt>
+<dd><p>Content that promotes violence or incites hatred against individuals or groups based on certain attributes.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT" title="Link to this definition">¶</a></dt>
+<dd><p>Images that contain dangerous content. This enum value is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HARASSMENT">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_HARASSMENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_HARASSMENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HARASSMENT" title="Link to this definition">¶</a></dt>
+<dd><p>Images that contain harassment. This enum value is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HATE">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_HATE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_HATE'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HATE" title="Link to this definition">¶</a></dt>
+<dd><p>Images that contain hate speech. This enum value is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT" title="Link to this definition">¶</a></dt>
+<dd><p>Images that contain sexually explicit content. This enum value is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_JAILBREAK">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_JAILBREAK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_JAILBREAK'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_JAILBREAK" title="Link to this definition">¶</a></dt>
+<dd><p>Prompts designed to bypass safety filters.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_SEXUALLY_EXPLICIT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_SEXUALLY_EXPLICIT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT" title="Link to this definition">¶</a></dt>
+<dd><p>Content that contains sexually explicit material.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">HARM_CATEGORY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Default value. This value is unused.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HarmProbability">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmProbability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmProbability" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Output only. The probability of harm for this category.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmProbability.HARM_PROBABILITY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">HARM_PROBABILITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_PROBABILITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmProbability.HARM_PROBABILITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The harm probability is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmProbability.HIGH">
+<span class="sig-name descname"><span class="pre">HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HIGH'</span></em><a class="headerlink" href="#genai.types.HarmProbability.HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>The harm probability is high.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmProbability.LOW">
+<span class="sig-name descname"><span class="pre">LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LOW'</span></em><a class="headerlink" href="#genai.types.HarmProbability.LOW" title="Link to this definition">¶</a></dt>
+<dd><p>The harm probability is low.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmProbability.MEDIUM">
+<span class="sig-name descname"><span class="pre">MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIUM'</span></em><a class="headerlink" href="#genai.types.HarmProbability.MEDIUM" title="Link to this definition">¶</a></dt>
+<dd><p>The harm probability is medium.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmProbability.NEGLIGIBLE">
+<span class="sig-name descname"><span class="pre">NEGLIGIBLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NEGLIGIBLE'</span></em><a class="headerlink" href="#genai.types.HarmProbability.NEGLIGIBLE" title="Link to this definition">¶</a></dt>
+<dd><p>The harm probability is negligible.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HarmSeverity">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmSeverity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmSeverity" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Output only.</p>
+<p>The severity of harm for this category. This enum is not supported in Gemini
+API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_HIGH">
+<span class="sig-name descname"><span class="pre">HARM_SEVERITY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_HIGH'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>The harm severity is high.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_LOW">
+<span class="sig-name descname"><span class="pre">HARM_SEVERITY_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_LOW'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_LOW" title="Link to this definition">¶</a></dt>
+<dd><p>The harm severity is low.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_MEDIUM">
+<span class="sig-name descname"><span class="pre">HARM_SEVERITY_MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_MEDIUM'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_MEDIUM" title="Link to this definition">¶</a></dt>
+<dd><p>The harm severity is medium.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_NEGLIGIBLE">
+<span class="sig-name descname"><span class="pre">HARM_SEVERITY_NEGLIGIBLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_NEGLIGIBLE'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_NEGLIGIBLE" title="Link to this definition">¶</a></dt>
+<dd><p>The harm severity is negligible.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">HARM_SEVERITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The harm severity is unspecified.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.HistoryConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HistoryConfig</span></span><a class="headerlink" href="#genai.types.HistoryConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for history exchange between client and server.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.HistoryConfig.initial_history_in_client_content" title="genai.types.HistoryConfig.initial_history_in_client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">initial_history_in_client_content</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HistoryConfig.initial_history_in_client_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initial_history_in_client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'initialHistoryInClientContent')</span></em><a class="headerlink" href="#genai.types.HistoryConfig.initial_history_in_client_content" title="Link to this definition">¶</a></dt>
+<dd><p>If true, after sending <cite>setup_complete</cite>, the server will wait
+and at first process <cite>client_content</cite> messages until <cite>turn_complete</cite> is
+<cite>true</cite>. This initial history will not trigger a model call and
+may end with model content. After <cite>turn_complete</cite> is <cite>true</cite>, the client
+can start the realtime conversation via <cite>realtime_input</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HistoryConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HistoryConfigDict</span></span><a class="headerlink" href="#genai.types.HistoryConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for history exchange between client and server.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HistoryConfigDict.initial_history_in_client_content">
+<span class="sig-name descname"><span class="pre">initial_history_in_client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HistoryConfigDict.initial_history_in_client_content" title="Link to this definition">¶</a></dt>
+<dd><p>If true, after sending <cite>setup_complete</cite>, the server will wait
+and at first process <cite>client_content</cite> messages until <cite>turn_complete</cite> is
+<cite>true</cite>. This initial history will not trigger a model call and
+may end with model content. After <cite>turn_complete</cite> is <cite>true</cite>, the client
+can start the realtime conversation via <cite>realtime_input</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpElementLocation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HttpElementLocation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The location of the API key. This enum is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_BODY">
+<span class="sig-name descname"><span class="pre">HTTP_IN_BODY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_BODY'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_BODY" title="Link to this definition">¶</a></dt>
+<dd><p>Element is in the HTTP request body.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_COOKIE">
+<span class="sig-name descname"><span class="pre">HTTP_IN_COOKIE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_COOKIE'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_COOKIE" title="Link to this definition">¶</a></dt>
+<dd><p>Element is in the HTTP request cookie.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_HEADER">
+<span class="sig-name descname"><span class="pre">HTTP_IN_HEADER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_HEADER'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_HEADER" title="Link to this definition">¶</a></dt>
+<dd><p>Element is in the HTTP request header.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_PATH">
+<span class="sig-name descname"><span class="pre">HTTP_IN_PATH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_PATH'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_PATH" title="Link to this definition">¶</a></dt>
+<dd><p>Element is in the HTTP request path.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_QUERY">
+<span class="sig-name descname"><span class="pre">HTTP_IN_QUERY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_QUERY'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_QUERY" title="Link to this definition">¶</a></dt>
+<dd><p>Element is in the HTTP request query.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">HTTP_IN_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.HttpOptions">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpOptions</span></span><a class="headerlink" href="#genai.types.HttpOptions" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>HTTP options to be used in each of the requests.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">      </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">      </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -80665,316 +137392,501 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.aiohttp_client" title="genai.types.HttpOptions.aiohttp_client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aiohttp_client</span> <span class="pre">(None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.api_version" title="genai.types.HttpOptions.api_version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_version</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.async_client_args" title="genai.types.HttpOptions.async_client_args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">async_client_args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.base_url" title="genai.types.HttpOptions.base_url"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_url</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.base_url_resource_scope" title="genai.types.HttpOptions.base_url_resource_scope"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_url_resource_scope</span> <span class="pre">(genai.types.ResourceScope</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.client_args" title="genai.types.HttpOptions.client_args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.extra_body" title="genai.types.HttpOptions.extra_body"><code class="xref py py-obj docutils literal notranslate"><span class="pre">extra_body</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.headers" title="genai.types.HttpOptions.headers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">headers</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.httpx_async_client" title="genai.types.HttpOptions.httpx_async_client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">httpx_async_client</span> <span class="pre">(httpx.AsyncClient</span> <span class="pre">|</span> <span class="pre">httpx2.AsyncClient</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.httpx_client" title="genai.types.HttpOptions.httpx_client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">httpx_client</span> <span class="pre">(httpx.Client</span> <span class="pre">|</span> <span class="pre">httpx2.Client</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.retry_options" title="genai.types.HttpOptions.retry_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retry_options</span> <span class="pre">(genai.types.HttpRetryOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpOptions.timeout" title="genai.types.HttpOptions.timeout"><code class="xref py py-obj docutils literal notranslate"><span class="pre">timeout</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.aiohttp_client">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aiohttp_client</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[ClientSession]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aiohttpClient')</span></em><a class="headerlink" href="#genai.types.HttpOptions.aiohttp_client" title="Link to this definition">¶</a></dt>
+<dd><p>A custom aiohttp client session to be used for the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.api_version">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiVersion')</span></em><a class="headerlink" href="#genai.types.HttpOptions.api_version" title="Link to this definition">¶</a></dt>
+<dd><p>Specifies the version of the API to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.async_client_args">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">async_client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'asyncClientArgs')</span></em><a class="headerlink" href="#genai.types.HttpOptions.async_client_args" title="Link to this definition">¶</a></dt>
+<dd><p>Args passed to the async HTTP client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.base_url">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseUrl')</span></em><a class="headerlink" href="#genai.types.HttpOptions.base_url" title="Link to this definition">¶</a></dt>
+<dd><p>The base URL for the AI platform service endpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.base_url_resource_scope">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_url_resource_scope</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResourceScope" title="genai.types.ResourceScope"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResourceScope</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseUrlResourceScope')</span></em><a class="headerlink" href="#genai.types.HttpOptions.base_url_resource_scope" title="Link to this definition">¶</a></dt>
+<dd><p>The resource scope used to constructing the resource name when base_url is set</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.client_args">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientArgs')</span></em><a class="headerlink" href="#genai.types.HttpOptions.client_args" title="Link to this definition">¶</a></dt>
+<dd><p>Args passed to the HTTP client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.extra_body">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">extra_body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'extraBody')</span></em><a class="headerlink" href="#genai.types.HttpOptions.extra_body" title="Link to this definition">¶</a></dt>
+<dd><p>Extra parameters to add to the request body.
+The structure must match the backend API’s request structure.
+- Gemini Enterprise Agent Platform backend API docs: <a class="reference external" href="https://cloud.google.com/vertex-ai/docs/reference/rest">https://cloud.google.com/vertex-ai/docs/reference/rest</a>
+- GeminiAPI backend API docs: <a class="reference external" href="https://ai.google.dev/api/rest">https://ai.google.dev/api/rest</a></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.headers">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpOptions.headers" title="Link to this definition">¶</a></dt>
+<dd><p>Additional HTTP headers to be sent with the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.httpx_async_client">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_async_client</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[HttpxAsyncClient]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpxAsyncClient')</span></em><a class="headerlink" href="#genai.types.HttpOptions.httpx_async_client" title="Link to this definition">¶</a></dt>
+<dd><p>A custom httpx async client to be used for the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.httpx_client">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_client</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[HttpxClient]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpxClient')</span></em><a class="headerlink" href="#genai.types.HttpOptions.httpx_client" title="Link to this definition">¶</a></dt>
+<dd><p>A custom httpx client to be used for the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.retry_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retry_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpRetryOptions" title="genai.types.HttpRetryOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpRetryOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retryOptions')</span></em><a class="headerlink" href="#genai.types.HttpOptions.retry_options" title="Link to this definition">¶</a></dt>
+<dd><p>HTTP retry options for the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpOptions.timeout">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpOptions.timeout" title="Link to this definition">¶</a></dt>
+<dd><p>Timeout for the request in milliseconds.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpOptionsDict</span></span><a class="headerlink" href="#genai.types.HttpOptionsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>HTTP options to be used in each of the requests.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.api_version">
+<span class="sig-name descname"><span class="pre">api_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.api_version" title="Link to this definition">¶</a></dt>
+<dd><p>Specifies the version of the API to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.async_client_args">
+<span class="sig-name descname"><span class="pre">async_client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.async_client_args" title="Link to this definition">¶</a></dt>
+<dd><p>Args passed to the async HTTP client.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.base_url">
+<span class="sig-name descname"><span class="pre">base_url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.base_url" title="Link to this definition">¶</a></dt>
+<dd><p>The base URL for the AI platform service endpoint.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.base_url_resource_scope">
+<span class="sig-name descname"><span class="pre">base_url_resource_scope</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResourceScope" title="genai.types.ResourceScope"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResourceScope</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.base_url_resource_scope" title="Link to this definition">¶</a></dt>
+<dd><p>The resource scope used to constructing the resource name when base_url is set</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.client_args">
+<span class="sig-name descname"><span class="pre">client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.client_args" title="Link to this definition">¶</a></dt>
+<dd><p>Args passed to the HTTP client.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.extra_body">
+<span class="sig-name descname"><span class="pre">extra_body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.extra_body" title="Link to this definition">¶</a></dt>
+<dd><p>Extra parameters to add to the request body.
+The structure must match the backend API’s request structure.
+- Gemini Enterprise Agent Platform backend API docs: <a class="reference external" href="https://cloud.google.com/vertex-ai/docs/reference/rest">https://cloud.google.com/vertex-ai/docs/reference/rest</a>
+- GeminiAPI backend API docs: <a class="reference external" href="https://ai.google.dev/api/rest">https://ai.google.dev/api/rest</a></p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.headers">
+<span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.headers" title="Link to this definition">¶</a></dt>
+<dd><p>Additional HTTP headers to be sent with the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.retry_options">
+<span class="sig-name descname"><span class="pre">retry_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpRetryOptionsDict" title="genai.types.HttpRetryOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpRetryOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.retry_options" title="Link to this definition">¶</a></dt>
+<dd><p>HTTP retry options for the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.timeout">
+<span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.timeout" title="Link to this definition">¶</a></dt>
+<dd><p>Timeout for the request in milliseconds.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.HttpResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpResponse</span></span><a class="headerlink" href="#genai.types.HttpResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A wrapper class for the http response.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">      </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.HttpResponse.body" title="genai.types.HttpResponse.body"><code class="xref py py-obj docutils literal notranslate"><span class="pre">body</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpResponse.headers" title="genai.types.HttpResponse.headers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">headers</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpResponse.body">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpResponse.body" title="Link to this definition">¶</a></dt>
+<dd><p>The raw HTTP response body, in JSON format.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpResponse.headers">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpResponse.headers" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the processed HTTP headers in the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.HttpResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpResponseDict</span></span><a class="headerlink" href="#genai.types.HttpResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A wrapper class for the http response.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpResponseDict.body">
+<span class="sig-name descname"><span class="pre">body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpResponseDict.body" title="Link to this definition">¶</a></dt>
+<dd><p>The raw HTTP response body, in JSON format.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpResponseDict.headers">
+<span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpResponseDict.headers" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the processed HTTP headers in the response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpRetryOptions</span></span><a class="headerlink" href="#genai.types.HttpRetryOptions" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>HTTP retry options to be used in each of the requests.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">      </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">      </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">      </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -80984,17 +137896,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletion.completion" title="genai.types.GeminiPreferenceExampleCompletion.completion"><code class="xref py py-obj docutils literal notranslate"><span class="pre">completion</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletion.score" title="genai.types.GeminiPreferenceExampleCompletion.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.attempts" title="genai.types.HttpRetryOptions.attempts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">attempts</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.exp_base" title="genai.types.HttpRetryOptions.exp_base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exp_base</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.http_status_codes" title="genai.types.HttpRetryOptions.http_status_codes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_status_codes</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.initial_delay" title="genai.types.HttpRetryOptions.initial_delay"><code class="xref py py-obj docutils literal notranslate"><span class="pre">initial_delay</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.jitter" title="genai.types.HttpRetryOptions.jitter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">jitter</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.max_delay" title="genai.types.HttpRetryOptions.max_delay"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_delay</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.attempts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">attempts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.attempts" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum number of attempts, including the original request.
+If 0 or 1, it means no retries. If not specified, default to 5.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.exp_base">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exp_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expBase')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.exp_base" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.http_status_codes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_status_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpStatusCodes')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.http_status_codes" title="Link to this definition">¶</a></dt>
+<dd><p>List of HTTP status codes that should trigger a retry.
+If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.initial_delay">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initial_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'initialDelay')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.initial_delay" title="Link to this definition">¶</a></dt>
+<dd><p>Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletion.completion">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">completion</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletion.completion" title="Link to this definition">¶</a></dt>
-<dd><p>Single turn completion for the given prompt.</p>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.jitter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">jitter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.jitter" title="Link to this definition">¶</a></dt>
+<dd><p>Randomness factor for the delay. If not specified, default to 1.0.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -81005,9 +137975,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletion.score">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletion.score" title="Link to this definition">¶</a></dt>
-<dd><p>The score for the given completion.</p>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.max_delay">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxDelay')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.max_delay" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -81020,210 +137990,310 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExampleCompletionDict</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletionDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpRetryOptionsDict</span></span><a class="headerlink" href="#genai.types.HttpRetryOptionsDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Completion and its preference score.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>HTTP retry options to be used in each of the requests.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletionDict.completion">
-<span class="sig-name descname"><span class="pre">completion</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletionDict.completion" title="Link to this definition">¶</a></dt>
-<dd><p>Single turn completion for the given prompt.</p>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.attempts">
+<span class="sig-name descname"><span class="pre">attempts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.attempts" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum number of attempts, including the original request.
+If 0 or 1, it means no retries. If not specified, default to 5.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleCompletionDict.score">
-<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleCompletionDict.score" title="Link to this definition">¶</a></dt>
-<dd><p>The score for the given completion.</p>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.exp_base">
+<span class="sig-name descname"><span class="pre">exp_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.exp_base" title="Link to this definition">¶</a></dt>
+<dd><p>Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.http_status_codes">
+<span class="sig-name descname"><span class="pre">http_status_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.http_status_codes" title="Link to this definition">¶</a></dt>
+<dd><p>List of HTTP status codes that should trigger a retry.
+If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeminiPreferenceExampleDict</span></span><a class="headerlink" href="#genai.types.GeminiPreferenceExampleDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Input example for preference optimization.</p>
-<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleDict.completions">
-<span class="sig-name descname"><span class="pre">completions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExampleCompletionDict" title="genai.types.GeminiPreferenceExampleCompletionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExampleCompletionDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleDict.completions" title="Link to this definition">¶</a></dt>
-<dd><p>List of completions for a given prompt.</p>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.initial_delay">
+<span class="sig-name descname"><span class="pre">initial_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.initial_delay" title="Link to this definition">¶</a></dt>
+<dd><p>Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeminiPreferenceExampleDict.contents">
-<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GeminiPreferenceExampleDict.contents" title="Link to this definition">¶</a></dt>
-<dd><p>Multi-turn contents that represents the Prompt.</p>
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.jitter">
+<span class="sig-name descname"><span class="pre">jitter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.jitter" title="Link to this definition">¶</a></dt>
+<dd><p>Randomness factor for the delay. If not specified, default to 1.0.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.max_delay">
+<span class="sig-name descname"><span class="pre">max_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.max_delay" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentConfig</span></span><a class="headerlink" href="#genai.types.GenerateContentConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Image">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Image</span></span><a class="headerlink" href="#genai.types.Image" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional model configuration parameters.</p>
-<p>For more information, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters">Content generation parameters</a>.</p>
+<p>An image.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      For example, \&quot;Answer as concisely as possible\&quot; or \&quot;Don&#39;t use technical\n      terms in your response\&quot;.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Image.gcs_uri" title="genai.types.Image.gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Image.image_bytes" title="genai.types.Image.image_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_bytes</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Image.mime_type" title="genai.types.Image.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Image.gcs_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsUri')</span></em><a class="headerlink" href="#genai.types.Image.gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The Cloud Storage URI of the image. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value
+for this field or the <code class="docutils literal notranslate"><span class="pre">image_bytes</span></code> field but not both.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Image.image_bytes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageBytes')</span></em><a class="headerlink" href="#genai.types.Image.image_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>The image bytes data. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value for this field
+or the <code class="docutils literal notranslate"><span class="pre">gcs_uri</span></code> field but not both.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Image.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.Image.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>The MIME type of the image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Image.from_file">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.from_file" title="Link to this definition">¶</a></dt>
+<dd><p>Lazy-loads an image from a local file or Google Cloud Storage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>location</strong> – The local path or Google Cloud Storage URI from which to load
+the image.</p></li>
+<li><p><strong>mime_type</strong> – The MIME type of the image. If not provided, the MIME type
+will be automatically determined.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A loaded image as an <cite>Image</cite> object.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Image.model_post_init">
+<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span></em>, <em class="sig-param"><span class="positional-only-separator o"><abbr title="Positional-only parameter separator (PEP 570)"><span class="pre">/</span></abbr></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.model_post_init" title="Link to this definition">¶</a></dt>
+<dd><p>This function is meant to behave like a BaseModel method to initialise private attributes.</p>
+<p>It takes context as an argument since that’s what pydantic-core passes when calling it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>self</strong> – The BaseModel instance.</p></li>
+<li><p><strong>context</strong> – The context.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Image.save">
+<span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">location</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.save" title="Link to this definition">¶</a></dt>
+<dd><p>Saves the image to a file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>location</strong> – Local path where to save the image.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Image.show">
+<span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.show" title="Link to this definition">¶</a></dt>
+<dd><p>Shows the image.</p>
+<p>This method only works in a notebook environment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImageConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfig</span></span><a class="headerlink" href="#genai.types.ImageConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The image generation configuration to be used in GenerateContentConfig.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of response variations to return.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -81233,36 +138303,258 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.aspect_ratio" title="genai.types.ImageConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.image_output_options" title="genai.types.ImageConfig.image_output_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_output_options</span> <span class="pre">(genai.types.ImageConfigImageOutputOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.image_size" title="genai.types.ImageConfig.image_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_size</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.output_compression_quality" title="genai.types.ImageConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.output_mime_type" title="genai.types.ImageConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.person_generation" title="genai.types.ImageConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfig.prominent_people" title="genai.types.ImageConfig.prominent_people"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prominent_people</span> <span class="pre">(genai.types.ProminentPeople</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.aspect_ratio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.ImageConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Aspect ratio of the generated images. Supported values are
+“1:1”, “2:3”, “3:2”, “3:4”, “4:3”, “9:16”, “16:9”, and “21:9”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.image_output_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_output_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptions" title="genai.types.ImageConfigImageOutputOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfigImageOutputOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageOutputOptions')</span></em><a class="headerlink" href="#genai.types.ImageConfig.image_output_options" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The image output format for generated images. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.image_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSize')</span></em><a class="headerlink" href="#genai.types.ImageConfig.image_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the size of generated images. Supported
+values are <cite>1K</cite>, <cite>2K</cite>, <cite>4K</cite>. If not specified, the model will use default
+value <cite>1K</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.output_compression_quality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.ImageConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for
+<code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code> only). This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.output_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.ImageConfig.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image. This field is not
+supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.person_generation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.ImageConfig.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Controls the generation of people. Supported values are:
+ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfig.prominent_people">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prominent_people</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProminentPeople" title="genai.types.ProminentPeople"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProminentPeople</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'prominentPeople')</span></em><a class="headerlink" href="#genai.types.ImageConfig.prominent_people" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfigDict</span></span><a class="headerlink" href="#genai.types.ImageConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The image generation configuration to be used in GenerateContentConfig.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.aspect_ratio">
+<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Aspect ratio of the generated images. Supported values are
+“1:1”, “2:3”, “3:2”, “3:4”, “4:3”, “9:16”, “16:9”, and “21:9”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.image_output_options">
+<span class="sig-name descname"><span class="pre">image_output_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptionsDict" title="genai.types.ImageConfigImageOutputOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfigImageOutputOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.image_output_options" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The image output format for generated images. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.image_size">
+<span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.image_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the size of generated images. Supported
+values are <cite>1K</cite>, <cite>2K</cite>, <cite>4K</cite>. If not specified, the model will use default
+value <cite>1K</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.output_compression_quality">
+<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for
+<code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code> only). This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.output_mime_type">
+<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image. This field is not
+supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.person_generation">
+<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Controls the generation of people. Supported values are:
+ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigDict.prominent_people">
+<span class="sig-name descname"><span class="pre">prominent_people</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProminentPeople" title="genai.types.ProminentPeople"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProminentPeople</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.prominent_people" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptions">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfigImageOutputOptions</span></span><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptions" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The image output format for generated images.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -81272,10 +138564,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -81285,137 +138577,488 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptions.compression_quality" title="genai.types.ImageConfigImageOutputOptions.compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptions.mime_type" title="genai.types.ImageConfigImageOutputOptions.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptions.compression_quality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compressionQuality')</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptions.compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The compression quality of the output image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptions.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptions.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The image format that the output should be saved as.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptionsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfigImageOutputOptionsDict</span></span><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptionsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The image output format for generated images.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptionsDict.compression_quality">
+<span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptionsDict.compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The compression quality of the output image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptionsDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptionsDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The image format that the output should be saved as.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageDict</span></span><a class="headerlink" href="#genai.types.ImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>An image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageDict.gcs_uri">
+<span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageDict.gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>The Cloud Storage URI of the image. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value
+for this field or the <code class="docutils literal notranslate"><span class="pre">image_bytes</span></code> field but not both.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageDict.image_bytes">
+<span class="sig-name descname"><span class="pre">image_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageDict.image_bytes" title="Link to this definition">¶</a></dt>
+<dd><p>The image bytes data. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value for this field
+or the <code class="docutils literal notranslate"><span class="pre">gcs_uri</span></code> field but not both.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>The MIME type of the image.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImagePromptLanguage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImagePromptLanguage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Enum that specifies the language of the text in the prompt.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.auto">
+<span class="sig-name descname"><span class="pre">auto</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'auto'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.auto" title="Link to this definition">¶</a></dt>
+<dd><p>Auto-detect the language.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.en">
+<span class="sig-name descname"><span class="pre">en</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'en'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.en" title="Link to this definition">¶</a></dt>
+<dd><p>English</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.es">
+<span class="sig-name descname"><span class="pre">es</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'es'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.es" title="Link to this definition">¶</a></dt>
+<dd><p>Spanish</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.hi">
+<span class="sig-name descname"><span class="pre">hi</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'hi'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.hi" title="Link to this definition">¶</a></dt>
+<dd><p>Hindi</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.ja">
+<span class="sig-name descname"><span class="pre">ja</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ja'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.ja" title="Link to this definition">¶</a></dt>
+<dd><p>Japanese</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.ko">
+<span class="sig-name descname"><span class="pre">ko</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ko'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.ko" title="Link to this definition">¶</a></dt>
+<dd><p>Korean</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.pt">
+<span class="sig-name descname"><span class="pre">pt</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'pt'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.pt" title="Link to this definition">¶</a></dt>
+<dd><p>Portuguese</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.zh">
+<span class="sig-name descname"><span class="pre">zh</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'zh'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.zh" title="Link to this definition">¶</a></dt>
+<dd><p>Chinese</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageResizeMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageResizeMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImageResizeMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Resize mode for the image input for video generation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageResizeMode.CROP">
+<span class="sig-name descname"><span class="pre">CROP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CROP'</span></em><a class="headerlink" href="#genai.types.ImageResizeMode.CROP" title="Link to this definition">¶</a></dt>
+<dd><p>Crop the image to fit the correct aspect ratio (so we lose parts
+of the image in the process).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageResizeMode.PAD">
+<span class="sig-name descname"><span class="pre">PAD</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PAD'</span></em><a class="headerlink" href="#genai.types.ImageResizeMode.PAD" title="Link to this definition">¶</a></dt>
+<dd><p>Pad the image to fit the correct aspect ratio (so we don’t lose
+any parts of the image in the process).</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormat">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageResponseFormat</span></span><a class="headerlink" href="#genai.types.ImageResponseFormat" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for image-specific output formatting.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n\n      If `response_schema` doesn&#39;t process your schema correctly, try using\n      `response_json_schema` instead.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output schema of the generated response.\n      This is an alternative to `response_schema` that accepts [JSON\n      Schema](https://json-schema.org/). If set, `response_schema` must be\n      omitted, but `response_mime_type` is required. While the full JSON Schema\n      may be sent, not all features are supported. Specifically, only the\n      following properties are supported: - `$id` - `$defs` - `$ref` - `$anchor`\n      - `type` - `format` - `title` - `description` - `enum` (for strings and\n      numbers) - `items` - `prefixItems` - `minItems` - `maxItems` - `minimum` -\n      `maximum` - `anyOf` - `oneOf` (interpreted the same as `anyOf`) -\n      `properties` - `additionalProperties` - `required` The non-standard\n      `propertyOrdering` property may also be set. Cyclic references are\n      unrolled to a limited degree and, as such, may only be used within\n      non-required properties. (Nullable properties are not sufficient.) If\n      `$ref` is set on a sub-schema, no other properties, except for than those\n      starting as a `$`, may be set.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model router requests.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model selection.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Associates model output to a specific function call.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to break down billed charges.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;cachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.aspect_ratio" title="genai.types.ImageResponseFormat.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(genai.types.AspectRatio</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.delivery" title="genai.types.ImageResponseFormat.delivery"><code class="xref py py-obj docutils literal notranslate"><span class="pre">delivery</span> <span class="pre">(genai.types.Delivery</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.image_size" title="genai.types.ImageResponseFormat.image_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_size</span> <span class="pre">(genai.types.ImageSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.mime_type" title="genai.types.ImageResponseFormat.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.aspect_ratio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AspectRatio" title="genai.types.AspectRatio"><code class="xref py py-class docutils literal notranslate"><span class="pre">AspectRatio</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The aspect ratio for the image output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.delivery">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delivery</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Delivery" title="genai.types.Delivery"><code class="xref py py-class docutils literal notranslate"><span class="pre">Delivery</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.delivery" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Delivery mode for the generated content.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.image_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageSize" title="genai.types.ImageSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSize')</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.image_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The size of the image output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The MIME type of the image output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageResponseFormatDict</span></span><a class="headerlink" href="#genai.types.ImageResponseFormatDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for image-specific output formatting.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.aspect_ratio">
+<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AspectRatio" title="genai.types.AspectRatio"><code class="xref py py-class docutils literal notranslate"><span class="pre">AspectRatio</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.aspect_ratio" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The aspect ratio for the image output.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.delivery">
+<span class="sig-name descname"><span class="pre">delivery</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Delivery" title="genai.types.Delivery"><code class="xref py py-class docutils literal notranslate"><span class="pre">Delivery</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.delivery" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Delivery mode for the generated content.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.image_size">
+<span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageSize" title="genai.types.ImageSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.image_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The size of the image output.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.mime_type">
+<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The MIME type of the image output.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImageSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageSearch</span></span><a class="headerlink" href="#genai.types.ImageSearch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Image search for grounding and related configurations.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageSearchDict</span></span><a class="headerlink" href="#genai.types.ImageSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Image search for grounding and related configurations.</p>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImageSize">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageSize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImageSize" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The size of the image output.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_FIVE_TWELVE">
+<span class="sig-name descname"><span class="pre">IMAGE_SIZE_FIVE_TWELVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_FIVE_TWELVE'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_FIVE_TWELVE" title="Link to this definition">¶</a></dt>
+<dd><p>512px image size.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_FOUR_K">
+<span class="sig-name descname"><span class="pre">IMAGE_SIZE_FOUR_K</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_FOUR_K'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_FOUR_K" title="Link to this definition">¶</a></dt>
+<dd><p>4K image size.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_ONE_K">
+<span class="sig-name descname"><span class="pre">IMAGE_SIZE_ONE_K</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_ONE_K'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_ONE_K" title="Link to this definition">¶</a></dt>
+<dd><p>1K image size.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_TWO_K">
+<span class="sig-name descname"><span class="pre">IMAGE_SIZE_TWO_K</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_TWO_K'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_TWO_K" title="Link to this definition">¶</a></dt>
+<dd><p>2K image size.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">IMAGE_SIZE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Default value. This value is unused.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileConfig</span></span><a class="headerlink" href="#genai.types.ImportFileConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Optional parameters for importing a file.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for importing a file.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of a context cache that can be used in subsequent\n      requests.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontent&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomMetadata&quot;</span>
 <span class="w">               </span><span class="p">},</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
@@ -81424,344 +139067,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n    &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speechconfig&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, audio timestamp will be included in the request to the\n       model.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;automaticFunctionCalling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticFunctionCallingConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables enhanced civic answers. It may not be available for all\n      models. This field is not supported in Gemini Enterprise Agent Platform.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;modelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelArmorConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Settings for prompt and response sanitization using the Model Armor\n      service. If supplied, safety_settings must not be supplied.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service tier to use for the request. For example, ServiceTier.FLEX.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided custom metadata stored as key-value pairs used for querying.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;chunkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ChunkingConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for telling the service how to chunk the file.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ChunkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for telling the service how to chunk the file.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximumRemoteCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximumremotecalls&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ignoreCallHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;whiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WhiteSpaceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ignorecallhistory&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;White space chunking configuration.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ChunkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -81771,80 +139118,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -81854,18 +139156,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -81875,67 +139177,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -81945,23 +139202,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -81971,115 +139231,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -82090,163 +139245,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -82257,388 +139259,433 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WhiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a white space chunking algorithm.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxTokensPerChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens per chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtokensperchunk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOverlapTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of overlapping tokens between two adjacent chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoverlaptokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WhiteSpaceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ImportFileConfig.chunking_config" title="genai.types.ImportFileConfig.chunking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">chunking_config</span> <span class="pre">(genai.types.ChunkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImportFileConfig.custom_metadata" title="genai.types.ImportFileConfig.custom_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(list[genai.types.CustomMetadata]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImportFileConfig.http_options" title="genai.types.ImportFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfig.chunking_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chunking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ChunkingConfig" title="genai.types.ChunkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ChunkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'chunkingConfig')</span></em><a class="headerlink" href="#genai.types.ImportFileConfig.chunking_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for telling the service how to chunk the file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfig.custom_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadata" title="genai.types.CustomMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadata</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customMetadata')</span></em><a class="headerlink" href="#genai.types.ImportFileConfig.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>User provided custom metadata stored as key-value pairs used for querying.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ImportFileConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileConfigDict</span></span><a class="headerlink" href="#genai.types.ImportFileConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Optional parameters for importing a file.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict.chunking_config">
+<span class="sig-name descname"><span class="pre">chunking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ChunkingConfigDict" title="genai.types.ChunkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ChunkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileConfigDict.chunking_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for telling the service how to chunk the file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict.custom_metadata">
+<span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadataDict" title="genai.types.CustomMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadataDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ImportFileConfigDict.custom_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>User provided custom metadata stored as key-value pairs used for querying.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImportFileOperation">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileOperation</span></span><a class="headerlink" href="#genai.types.ImportFileOperation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code>, <a class="reference internal" href="#genai.types.Operation" title="genai.types.Operation"><code class="xref py py-class docutils literal notranslate"><span class="pre">Operation</span></code></a></p>
+<p>Long-running operation for importing a file to a FileSearchStore.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileOperation&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Long-running operation for importing a file to a FileSearchStore.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error result of the operation in case of failure or cancellation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImportFileResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result of the ImportFile operation, available when the operation is done.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImportFileResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for ImportFile to import a File API file with a file search store.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -82646,18 +139693,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the FileSearchStore containing Documents.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -82667,72 +139706,129 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier for the Document imported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ImportFileOperation.response" title="genai.types.ImportFileOperation.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.ImportFileResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileOperation.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImportFileResponse" title="genai.types.ImportFileResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImportFileResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ImportFileOperation.response" title="Link to this definition">¶</a></dt>
+<dd><p>The result of the ImportFile operation, available when the operation is done.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.ImportFileOperation.from_api_response">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_api_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_vertex_ai</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImportFileOperation.from_api_response" title="Link to this definition">¶</a></dt>
+<dd><p>Instantiates a ImportFileOperation from an API response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Self</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileResponse</span></span><a class="headerlink" href="#genai.types.ImportFileResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for ImportFile to import a File API file with a file search store.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for ImportFile to import a File API file with a file search store.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">      </span><span class="nt">&quot;parent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the FileSearchStore containing Documents.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parent&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">      </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier for the Document imported.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -82742,396 +139838,737 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ImportFileResponse.document_name" title="genai.types.ImportFileResponse.document_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">document_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImportFileResponse.parent" title="genai.types.ImportFileResponse.parent"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parent</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ImportFileResponse.sdk_http_response" title="genai.types.ImportFileResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponse.document_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'documentName')</span></em><a class="headerlink" href="#genai.types.ImportFileResponse.document_name" title="Link to this definition">¶</a></dt>
+<dd><p>The identifier for the Document imported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponse.parent">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ImportFileResponse.parent" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the FileSearchStore containing Documents.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ImportFileResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileResponseDict</span></span><a class="headerlink" href="#genai.types.ImportFileResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for ImportFile to import a File API file with a file search store.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict.document_name">
+<span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileResponseDict.document_name" title="Link to this definition">¶</a></dt>
+<dd><p>The identifier for the Document imported.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict.parent">
+<span class="sig-name descname"><span class="pre">parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileResponseDict.parent" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the FileSearchStore containing Documents.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedEmbedContentResponse</span></span><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for <cite>inlined_embedding_responses</cite> parameter.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_embedding_responses` parameter.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleEmbedContentResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The response to the request.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error encountered while processing the request.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The metadata associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.InlinedEmbedContentResponse.error" title="genai.types.InlinedEmbedContentResponse.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.JobError</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedEmbedContentResponse.metadata" title="genai.types.InlinedEmbedContentResponse.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedEmbedContentResponse.response" title="genai.types.InlinedEmbedContentResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.SingleEmbedContentResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse.error">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobError" title="genai.types.JobError"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobError</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse.error" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The error encountered while processing the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse.metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The metadata associated with the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleEmbedContentResponse" title="genai.types.SingleEmbedContentResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleEmbedContentResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse.response" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The response to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedEmbedContentResponseDict</span></span><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for <cite>inlined_embedding_responses</cite> parameter.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobErrorDict" title="genai.types.JobErrorDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobErrorDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict.error" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The error encountered while processing the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict.metadata">
+<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The metadata associated with the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict.response">
+<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleEmbedContentResponseDict" title="genai.types.SingleEmbedContentResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleEmbedContentResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict.response" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The response to the request.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.InlinedRequest">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedRequest</span></span><a class="headerlink" href="#genai.types.InlinedRequest" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for inlined request.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedRequest&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for inlined request.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n      &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                              </span><span class="p">}</span>
+<span class="w">                           </span><span class="p">]</span>
+<span class="w">                        </span><span class="p">},</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content of the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional model parameters.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximumRemoteCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximumremotecalls&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ignoreCallHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -83141,10 +140578,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ignorecallhistory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
@@ -83155,150 +140600,197 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -83308,13 +140800,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -83322,25 +140813,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -83348,33 +140840,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -83382,28 +140868,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -83413,13 +140881,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -83427,13 +140894,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -83441,174 +140907,215 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -83618,14 +141125,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -83634,163 +141141,208 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -83800,193 +141352,210 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional model configuration parameters.\n\nFor more information, see `Content generation parameters\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters&gt;`_.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      For example, \&quot;Answer as concisely as possible\&quot; or \&quot;Don&#39;t use technical\n      terms in your response\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -83996,134 +141565,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of response variations to return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -84133,97 +141672,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n\n      If `response_schema` doesn&#39;t process your schema correctly, try using\n      `response_json_schema` instead.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output schema of the generated response.\n      This is an alternative to `response_schema` that accepts [JSON\n      Schema](https://json-schema.org/). If set, `response_schema` must be\n      omitted, but `response_mime_type` is required. While the full JSON Schema\n      may be sent, not all features are supported. Specifically, only the\n      following properties are supported: - `$id` - `$defs` - `$ref` - `$anchor`\n      - `type` - `format` - `title` - `description` - `enum` (for strings and\n      numbers) - `items` - `prefixItems` - `minItems` - `maxItems` - `minimum` -\n      `maximum` - `anyOf` - `oneOf` (interpreted the same as `anyOf`) -\n      `properties` - `additionalProperties` - `required` The non-standard\n      `propertyOrdering` property may also be set. Cyclic references are\n      unrolled to a limited degree and, as such, may only be used within\n      non-required properties. (Nullable properties are not sufficient.) If\n      `$ref` is set on a sub-schema, no other properties, except for than those\n      starting as a `$`, may be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model router requests.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model selection.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Associates model output to a specific function call.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to break down billed charges.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -84233,14 +141795,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of a context cache that can be used in subsequent\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -84249,1189 +141811,503 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speechconfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, audio timestamp will be included in the request to the\n       model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCalling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticFunctionCallingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables enhanced civic answers. It may not be available for all\n      models. This field is not supported in Gemini Enterprise Agent Platform.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelArmorConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Settings for prompt and response sanitization using the Model Armor\n      service. If supplied, safety_settings must not be supplied.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.audio_timestamp" title="genai.types.GenerateContentConfig.audio_timestamp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_timestamp</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.audio_transcription_config" title="genai.types.GenerateContentConfig.audio_transcription_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_transcription_config</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.automatic_function_calling" title="genai.types.GenerateContentConfig.automatic_function_calling"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic_function_calling</span> <span class="pre">(genai.types.AutomaticFunctionCallingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.cached_content" title="genai.types.GenerateContentConfig.cached_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_content</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.candidate_count" title="genai.types.GenerateContentConfig.candidate_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidate_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.enable_enhanced_civic_answers" title="genai.types.GenerateContentConfig.enable_enhanced_civic_answers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_enhanced_civic_answers</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.frequency_penalty" title="genai.types.GenerateContentConfig.frequency_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">frequency_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.http_options" title="genai.types.GenerateContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.image_config" title="genai.types.GenerateContentConfig.image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_config</span> <span class="pre">(genai.types.ImageConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.labels" title="genai.types.GenerateContentConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.logprobs" title="genai.types.GenerateContentConfig.logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logprobs</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.max_output_tokens" title="genai.types.GenerateContentConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.media_resolution" title="genai.types.GenerateContentConfig.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.MediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.model_armor_config" title="genai.types.GenerateContentConfig.model_armor_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_armor_config</span> <span class="pre">(genai.types.ModelArmorConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.model_selection_config" title="genai.types.GenerateContentConfig.model_selection_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_selection_config</span> <span class="pre">(genai.types.ModelSelectionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.presence_penalty" title="genai.types.GenerateContentConfig.presence_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">presence_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_json_schema" title="genai.types.GenerateContentConfig.response_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_logprobs" title="genai.types.GenerateContentConfig.response_logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_logprobs</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_mime_type" title="genai.types.GenerateContentConfig.response_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_modalities" title="genai.types.GenerateContentConfig.response_modalities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.response_schema" title="genai.types.GenerateContentConfig.response_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span> <span class="pre">(dict[Any,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">type</span> <span class="pre">|</span> <span class="pre">genai.types.Schema</span> <span class="pre">|</span> <span class="pre">types.GenericAlias</span> <span class="pre">|</span> <span class="pre">types.UnionType</span> <span class="pre">|</span> <span class="pre">_UnionGenericAlias</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.routing_config" title="genai.types.GenerateContentConfig.routing_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">routing_config</span> <span class="pre">(genai.types.GenerationConfigRoutingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.safety_settings" title="genai.types.GenerateContentConfig.safety_settings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_settings</span> <span class="pre">(list[genai.types.SafetySetting]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.seed" title="genai.types.GenerateContentConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.service_tier" title="genai.types.GenerateContentConfig.service_tier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">service_tier</span> <span class="pre">(genai.types.ServiceTier</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.should_return_http_response" title="genai.types.GenerateContentConfig.should_return_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">should_return_http_response</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.speech_config" title="genai.types.GenerateContentConfig.speech_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.stop_sequences" title="genai.types.GenerateContentConfig.stop_sequences"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stop_sequences</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.system_instruction" title="genai.types.GenerateContentConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.temperature" title="genai.types.GenerateContentConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.thinking_config" title="genai.types.GenerateContentConfig.thinking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_config</span> <span class="pre">(genai.types.ThinkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.tool_config" title="genai.types.GenerateContentConfig.tool_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_config</span> <span class="pre">(genai.types.ToolConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.tools" title="genai.types.GenerateContentConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.top_k" title="genai.types.GenerateContentConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentConfig.top_p" title="genai.types.GenerateContentConfig.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_image_config_type</span></code> » <a class="reference internal" href="#genai.types.GenerateContentConfig.image_config" title="genai.types.GenerateContentConfig.image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_config</span></code></a></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_convert_literal_to_enum</span></code> » <a class="reference internal" href="#genai.types.GenerateContentConfig.response_schema" title="genai.types.GenerateContentConfig.response_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span></code></a></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.audio_timestamp">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTimestamp')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.audio_timestamp" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, audio timestamp will be included in the request to the
-model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.audio_transcription_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTranscriptionConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.audio_transcription_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.automatic_function_calling">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">automatic_function_calling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticFunctionCallingConfig" title="genai.types.AutomaticFunctionCallingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticFunctionCallingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'automaticFunctionCalling')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.automatic_function_calling" title="Link to this definition">¶</a></dt>
-<dd><p>The configuration for automatic function calling.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.cached_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContent')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.cached_content" title="Link to this definition">¶</a></dt>
-<dd><p>Resource name of a context cache that can be used in subsequent
-requests.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.candidate_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidateCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.candidate_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of response variations to return.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.enable_enhanced_civic_answers">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableEnhancedCivicAnswers')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
-<dd><p>Enables enhanced civic answers. It may not be available for all
-models. This field is not supported in Gemini Enterprise Agent Platform.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.frequency_penalty">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'frequencyPenalty')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.frequency_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Positive values penalize tokens that repeatedly appear in the
-generated text, increasing the probability of generating more diverse
-content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.image_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfig" title="genai.types.ImageConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.image_config" title="Link to this definition">¶</a></dt>
-<dd><p>The image generation configuration.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_image_config_type</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.labels" title="Link to this definition">¶</a></dt>
-<dd><p>Labels with user-defined metadata to break down billed charges.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.logprobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Number of top candidate tokens to return the log probabilities for
-at each generation step.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.max_output_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum number of tokens that can be generated in the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.media_resolution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>If specified, the media resolution specified will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.model_armor_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_armor_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelArmorConfig" title="genai.types.ModelArmorConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelArmorConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelArmorConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.model_armor_config" title="Link to this definition">¶</a></dt>
-<dd><p>Settings for prompt and response sanitization using the Model Armor
-service. If supplied, safety_settings must not be supplied.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.model_selection_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfig" title="genai.types.ModelSelectionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelSelectionConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.model_selection_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for model selection.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.presence_penalty">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'presencePenalty')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.presence_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Positive values penalize tokens that already appear in the
-generated text, increasing the probability of generating more diverse
-content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_json_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseJsonSchema')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Output schema of the generated response.
-This is an alternative to <cite>response_schema</cite> that accepts [JSON
-Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>). If set, <cite>response_schema</cite> must be
-omitted, but <cite>response_mime_type</cite> is required. While the full JSON Schema
-may be sent, not all features are supported. Specifically, only the
-following properties are supported: - <cite>$id</cite> - <cite>$defs</cite> - <cite>$ref</cite> - <cite>$anchor</cite>
-- <cite>type</cite> - <cite>format</cite> - <cite>title</cite> - <cite>description</cite> - <cite>enum</cite> (for strings and
-numbers) - <cite>items</cite> - <cite>prefixItems</cite> - <cite>minItems</cite> - <cite>maxItems</cite> - <cite>minimum</cite> -
-<cite>maximum</cite> - <cite>anyOf</cite> - <cite>oneOf</cite> (interpreted the same as <cite>anyOf</cite>) -
-<cite>properties</cite> - <cite>additionalProperties</cite> - <cite>required</cite> The non-standard
-<cite>propertyOrdering</cite> property may also be set. Cyclic references are
-unrolled to a limited degree and, as such, may only be used within
-non-required properties. (Nullable properties are not sufficient.) If
-<cite>$ref</cite> is set on a sub-schema, no other properties, except for than those
-starting as a <cite>$</cite>, may be set.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_logprobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseLogprobs')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to return the log probabilities of the tokens that were
-chosen by the model at each step.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseMimeType')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output response mimetype of the generated candidate text.
-Supported mimetype:</p>
-<blockquote>
-<div><ul class="simple">
-<li><p><cite>text/plain</cite>: (default) Text output.</p></li>
-<li><p><cite>application/json</cite>: JSON response in the candidates.</p></li>
-</ul>
-</div></blockquote>
-<p>The model needs to be prompted to output the appropriate response type,
-otherwise the behavior is undefined.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_modalities">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseModalities')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>The requested modalities of the response. Represents the set of
-modalities that the model can return.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.response_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">type</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">GenericAlias</span></code><span class="pre">,</span> <span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">_UnionGenericAlias</span></code><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseSchema')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.response_schema" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Schema</cite> object allows the definition of input and output data types.
-These types can be objects, but also primitives and arrays.
-Represents a select subset of an [OpenAPI 3.0 schema
-object](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3#schema">https://spec.openapis.org/oas/v3.0.3#schema</a>).
-If set, a compatible response_mime_type must also be set.
-Compatible mimetypes: <cite>application/json</cite>: Schema for JSON response.</p>
-<p>If <cite>response_schema</cite> doesn’t process your schema correctly, try using
-<cite>response_json_schema</cite> instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_convert_literal_to_enum</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.routing_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig" title="genai.types.GenerationConfigRoutingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'routingConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.routing_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for model router requests.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.safety_settings">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySetting" title="genai.types.SafetySetting"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySetting</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetySettings')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.safety_settings" title="Link to this definition">¶</a></dt>
-<dd><p>Safety settings in the request to block unsafe content in the
-response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
-effort to provide the same response for repeated requests. By default, a
-random number is used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.service_tier">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">service_tier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ServiceTier" title="genai.types.ServiceTier"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceTier</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'serviceTier')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.service_tier" title="Link to this definition">¶</a></dt>
-<dd><p>The service tier to use for the request. For example, ServiceTier.FLEX.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.should_return_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'shouldReturnHttpResponse')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.should_return_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.speech_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speechConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>The speech generation configuration.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.stop_sequences">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stopSequences')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.stop_sequences" title="Link to this definition">¶</a></dt>
-<dd><p>List of strings that tells the model to stop generating text if one
-of the strings is encountered in the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Instructions for the model to steer it toward better performance.
-For example, “Answer as concisely as possible” or “Don’t use technical
-terms in your response”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.temperature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Value that controls the degree of randomness in token selection.
-Lower temperatures are good for prompts that require a less open-ended or
-creative response, while higher temperatures can lead to more diverse or
-creative results.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.thinking_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.thinking_config" title="Link to this definition">¶</a></dt>
-<dd><p>The thinking features configuration.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.tool_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfig" title="genai.types.ToolConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolConfig')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.tool_config" title="Link to this definition">¶</a></dt>
-<dd><p>Associates model output to a specific function call.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.tools">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Annotated</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.tools" title="Link to this definition">¶</a></dt>
-<dd><p>Code that enables the system to interact with external systems to
-perform an action outside of the knowledge and scope of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
-highest probabilities are sampled. Then tokens are further filtered based
-on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
-a lower number for less random responses and a higher number for more
-random responses.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfig.top_p">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.GenerateContentConfig.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Tokens are selected from the most to least probable until the sum
-of their probabilities equals this value. Use a lower value for less
-random responses and a higher value for more random responses.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentConfigDict</span></span><a class="headerlink" href="#genai.types.GenerateContentConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional model configuration parameters.</p>
-<p>For more information, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters">Content generation parameters</a>.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.audio_timestamp">
-<span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.audio_timestamp" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, audio timestamp will be included in the request to the
-model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.audio_transcription_config">
-<span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.audio_transcription_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.automatic_function_calling">
-<span class="sig-name descname"><span class="pre">automatic_function_calling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticFunctionCallingConfigDict" title="genai.types.AutomaticFunctionCallingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticFunctionCallingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.automatic_function_calling" title="Link to this definition">¶</a></dt>
-<dd><p>The configuration for automatic function calling.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.cached_content">
-<span class="sig-name descname"><span class="pre">cached_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.cached_content" title="Link to this definition">¶</a></dt>
-<dd><p>Resource name of a context cache that can be used in subsequent
-requests.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.candidate_count">
-<span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.candidate_count" title="Link to this definition">¶</a></dt>
-<dd><p>Number of response variations to return.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.enable_enhanced_civic_answers">
-<span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
-<dd><p>Enables enhanced civic answers. It may not be available for all
-models. This field is not supported in Gemini Enterprise Agent Platform.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.frequency_penalty">
-<span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.frequency_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Positive values penalize tokens that repeatedly appear in the
-generated text, increasing the probability of generating more diverse
-content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.image_config">
-<span class="sig-name descname"><span class="pre">image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfigDict" title="genai.types.ImageConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.image_config" title="Link to this definition">¶</a></dt>
-<dd><p>The image generation configuration.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>Labels with user-defined metadata to break down billed charges.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.logprobs">
-<span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Number of top candidate tokens to return the log probabilities for
-at each generation step.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.max_output_tokens">
-<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum number of tokens that can be generated in the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.media_resolution">
-<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>If specified, the media resolution specified will be used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.model_armor_config">
-<span class="sig-name descname"><span class="pre">model_armor_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelArmorConfigDict" title="genai.types.ModelArmorConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelArmorConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.model_armor_config" title="Link to this definition">¶</a></dt>
-<dd><p>Settings for prompt and response sanitization using the Model Armor
-service. If supplied, safety_settings must not be supplied.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.model_selection_config">
-<span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfigDict" title="genai.types.ModelSelectionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.model_selection_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for model selection.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.presence_penalty">
-<span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.presence_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Positive values penalize tokens that already appear in the
-generated text, increasing the probability of generating more diverse
-content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_json_schema">
-<span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Output schema of the generated response.
-This is an alternative to <cite>response_schema</cite> that accepts [JSON
-Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>). If set, <cite>response_schema</cite> must be
-omitted, but <cite>response_mime_type</cite> is required. While the full JSON Schema
-may be sent, not all features are supported. Specifically, only the
-following properties are supported: - <cite>$id</cite> - <cite>$defs</cite> - <cite>$ref</cite> - <cite>$anchor</cite>
-- <cite>type</cite> - <cite>format</cite> - <cite>title</cite> - <cite>description</cite> - <cite>enum</cite> (for strings and
-numbers) - <cite>items</cite> - <cite>prefixItems</cite> - <cite>minItems</cite> - <cite>maxItems</cite> - <cite>minimum</cite> -
-<cite>maximum</cite> - <cite>anyOf</cite> - <cite>oneOf</cite> (interpreted the same as <cite>anyOf</cite>) -
-<cite>properties</cite> - <cite>additionalProperties</cite> - <cite>required</cite> The non-standard
-<cite>propertyOrdering</cite> property may also be set. Cyclic references are
-unrolled to a limited degree and, as such, may only be used within
-non-required properties. (Nullable properties are not sufficient.) If
-<cite>$ref</cite> is set on a sub-schema, no other properties, except for than those
-starting as a <cite>$</cite>, may be set.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_logprobs">
-<span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to return the log probabilities of the tokens that were
-chosen by the model at each step.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_mime_type">
-<span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output response mimetype of the generated candidate text.
-Supported mimetype:</p>
-<blockquote>
-<div><ul class="simple">
-<li><p><cite>text/plain</cite>: (default) Text output.</p></li>
-<li><p><cite>application/json</cite>: JSON response in the candidates.</p></li>
-</ul>
-</div></blockquote>
-<p>The model needs to be prompted to output the appropriate response type,
-otherwise the behavior is undefined.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_modalities">
-<span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>The requested modalities of the response. Represents the set of
-modalities that the model can return.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.response_schema">
-<span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">type</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">GenericAlias</span></code><span class="pre">,</span> <span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">_UnionGenericAlias</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.response_schema" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Schema</cite> object allows the definition of input and output data types.
-These types can be objects, but also primitives and arrays.
-Represents a select subset of an [OpenAPI 3.0 schema
-object](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3#schema">https://spec.openapis.org/oas/v3.0.3#schema</a>).
-If set, a compatible response_mime_type must also be set.
-Compatible mimetypes: <cite>application/json</cite>: Schema for JSON response.</p>
-<p>If <cite>response_schema</cite> doesn’t process your schema correctly, try using
-<cite>response_json_schema</cite> instead.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.routing_config">
-<span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigDict" title="genai.types.GenerationConfigRoutingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.routing_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for model router requests.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.safety_settings">
-<span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySettingDict" title="genai.types.SafetySettingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySettingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.safety_settings" title="Link to this definition">¶</a></dt>
-<dd><p>Safety settings in the request to block unsafe content in the
-response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
-effort to provide the same response for repeated requests. By default, a
-random number is used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.service_tier">
-<span class="sig-name descname"><span class="pre">service_tier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ServiceTier" title="genai.types.ServiceTier"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceTier</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.service_tier" title="Link to this definition">¶</a></dt>
-<dd><p>The service tier to use for the request. For example, ServiceTier.FLEX.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.should_return_http_response">
-<span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.should_return_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.speech_config">
-<span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.SpeechConfigDict" title="genai.types.SpeechConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfigDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>The speech generation configuration.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.stop_sequences">
-<span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.stop_sequences" title="Link to this definition">¶</a></dt>
-<dd><p>List of strings that tells the model to stop generating text if one
-of the strings is encountered in the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Instructions for the model to steer it toward better performance.
-For example, “Answer as concisely as possible” or “Don’t use technical
-terms in your response”.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.temperature">
-<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Value that controls the degree of randomness in token selection.
-Lower temperatures are good for prompts that require a less open-ended or
-creative response, while higher temperatures can lead to more diverse or
-creative results.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.thinking_config">
-<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.thinking_config" title="Link to this definition">¶</a></dt>
-<dd><p>The thinking features configuration.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.tool_config">
-<span class="sig-name descname"><span class="pre">tool_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolConfigDict" title="genai.types.ToolConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.tool_config" title="Link to this definition">¶</a></dt>
-<dd><p>Associates model output to a specific function call.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.tools">
-<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.tools" title="Link to this definition">¶</a></dt>
-<dd><p>Code that enables the system to interact with external systems to
-perform an action outside of the knowledge and scope of the model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
-highest probabilities are sampled. Then tokens are further filtered based
-on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
-a lower number for less random responses and a higher number for more
-random responses.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentConfigDict.top_p">
-<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentConfigDict.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Tokens are selected from the most to least probable until the sum
-of their probabilities equals this value. Use a lower value for less
-random responses and a higher value for more random responses.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponse</span></span><a class="headerlink" href="#genai.types.GenerateContentResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response message for PredictionService.GenerateContent.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service tier to use for the request. For example, ServiceTier.FLEX.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -85439,10 +142315,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -85452,8 +142328,92 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -85465,57 +142425,126 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -85525,10 +142554,291 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -85538,172 +142848,321 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -85713,22 +143172,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -85737,43 +143188,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -85783,22 +143212,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -85807,31 +143228,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -85841,171 +143252,126 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -86015,47 +143381,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -86064,23 +143426,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86090,48 +143455,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -86139,44 +143499,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86186,388 +143544,411 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86577,35 +143958,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86615,33 +144005,185 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.InlinedRequest.config" title="genai.types.InlinedRequest.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.GenerateContentConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedRequest.contents" title="genai.types.InlinedRequest.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedRequest.metadata" title="genai.types.InlinedRequest.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedRequest.model" title="genai.types.InlinedRequest.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedRequest.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentConfig" title="genai.types.GenerateContentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that contains optional model parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedRequest.contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.contents" title="Link to this definition">¶</a></dt>
+<dd><p>Content of the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedRequest.metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>The metadata to be associated with the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.InlinedRequest.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.InlinedRequestDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedRequestDict</span></span><a class="headerlink" href="#genai.types.InlinedRequestDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for inlined request.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentConfigDict" title="genai.types.GenerateContentConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration that contains optional model parameters.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.contents">
+<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.contents" title="Link to this definition">¶</a></dt>
+<dd><p>Content of the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.metadata">
+<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>The metadata to be associated with the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.InlinedResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedResponse</span></span><a class="headerlink" href="#genai.types.InlinedResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for <cite>inlined_responses</cite> parameter.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_responses` parameter.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -86649,10 +144191,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86662,10 +144204,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86675,43 +144217,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86721,181 +144277,134 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86905,36 +144414,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86944,10 +144452,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -86957,103 +144465,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87063,10 +144522,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87076,14 +144535,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -87092,36 +144559,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87131,42 +144572,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87176,23 +144593,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87202,106 +144618,117 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87311,14 +144738,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -87327,88 +144754,60 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -87417,213 +144816,119 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -87633,151 +144938,102 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
@@ -87788,247 +145044,266 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
+<span class="w">                     </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -88038,210 +145313,175 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -88251,129 +145491,117 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -88381,125 +145609,122 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -88509,96 +145734,69 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -88608,10 +145806,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -88621,58 +145819,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -88682,68 +145845,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -88753,31 +145905,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -88787,1899 +145926,1106 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.automatic_function_calling_history" title="genai.types.GenerateContentResponse.automatic_function_calling_history"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic_function_calling_history</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.candidates" title="genai.types.GenerateContentResponse.candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates</span> <span class="pre">(list[genai.types.Candidate]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.create_time" title="genai.types.GenerateContentResponse.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.model_status" title="genai.types.GenerateContentResponse.model_status"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_status</span> <span class="pre">(genai.types.ModelStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.model_version" title="genai.types.GenerateContentResponse.model_version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_version</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.parsed" title="genai.types.GenerateContentResponse.parsed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parsed</span> <span class="pre">(pydantic.main.BaseModel</span> <span class="pre">|</span> <span class="pre">dict[Any,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">enum.Enum</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.prompt_feedback" title="genai.types.GenerateContentResponse.prompt_feedback"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_feedback</span> <span class="pre">(genai.types.GenerateContentResponsePromptFeedback</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.response_id" title="genai.types.GenerateContentResponse.response_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.sdk_http_response" title="genai.types.GenerateContentResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponse.usage_metadata" title="genai.types.GenerateContentResponse.usage_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">usage_metadata</span> <span class="pre">(genai.types.GenerateContentResponseUsageMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.automatic_function_calling_history">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">automatic_function_calling_history</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'automaticFunctionCallingHistory')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.automatic_function_calling_history" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.candidates">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Candidate" title="genai.types.Candidate"><code class="xref py py-class docutils literal notranslate"><span class="pre">Candidate</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.candidates" title="Link to this definition">¶</a></dt>
-<dd><p>Response variations returned by the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.create_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Timestamp when the request is made to the server.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.model_status">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStatus" title="genai.types.ModelStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelStatus')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.model_status" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The current model status of this model. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.model_version">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelVersion')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.model_version" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The model version used to generate the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.parsed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parsed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.parsed" title="Link to this definition">¶</a></dt>
-<dd><p>First candidate from the parsed response if response_schema is provided. Not available for streaming.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.prompt_feedback">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_feedback</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback" title="genai.types.GenerateContentResponsePromptFeedback"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponsePromptFeedback</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptFeedback')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.prompt_feedback" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.response_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseId')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.response_id" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. response_id is used to identify each response. It is the encoding of the event_id.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.usage_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata" title="genai.types.GenerateContentResponseUsageMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponseUsageMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'usageMetadata')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.usage_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Usage metadata about the response(s).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.code_execution_result">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.code_execution_result" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the code execution result in the response.</p>
-<p>If there are multiple candidates, this returns the code execution result
-from only the
-first one.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.executable_code">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">executable_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.executable_code" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the executable code in the response.</p>
-<p>If there are multiple candidates, this returns the executable code from only
-the
-first one.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.function_calls">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#genai.types.FunctionCall" title="genai.types.FunctionCall"><span class="pre">FunctionCall</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.function_calls" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the list of function calls in the response.</p>
-<p>If there are multiple candidates, this returns the function calls from only
-the
-first one.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.parts">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><span class="pre">Part</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.parts" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the content-parts in the response.</p>
-<p>If there are multiple candidates, returns the parts from only the first one.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponse.text">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateContentResponse.text" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the concatenation of all text parts in the response.</p>
-<p>If there are multiple candidates, returns the text from only the first one.
-If there are non-text parts in the response, this returns only the text
-parts.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponseDict</span></span><a class="headerlink" href="#genai.types.GenerateContentResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response message for PredictionService.GenerateContent.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.candidates">
-<span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CandidateDict" title="genai.types.CandidateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CandidateDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.candidates" title="Link to this definition">¶</a></dt>
-<dd><p>Response variations returned by the model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.create_time">
-<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Timestamp when the request is made to the server.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.model_status">
-<span class="sig-name descname"><span class="pre">model_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStatusDict" title="genai.types.ModelStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.model_status" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The current model status of this model. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.model_version">
-<span class="sig-name descname"><span class="pre">model_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.model_version" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The model version used to generate the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.prompt_feedback">
-<span class="sig-name descname"><span class="pre">prompt_feedback</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedbackDict" title="genai.types.GenerateContentResponsePromptFeedbackDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponsePromptFeedbackDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.prompt_feedback" title="Link to this definition">¶</a></dt>
-<dd><p>Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Output only. Content filter results for a prompt sent in the request. Note</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.response_id">
-<span class="sig-name descname"><span class="pre">response_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.response_id" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. response_id is used to identify each response. It is the encoding of the event_id.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseDict.usage_metadata">
-<span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadataDict" title="genai.types.GenerateContentResponseUsageMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponseUsageMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseDict.usage_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Usage metadata about the response(s).</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponsePromptFeedback</span></span><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Content filter results for a prompt sent in the request.</p>
-<p>Note: This is sent only in the first stream chunk and only if no candidates
-were generated due to content violations.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason" title="genai.types.GenerateContentResponsePromptFeedback.block_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">block_reason</span> <span class="pre">(genai.types.BlockedReason</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason_message" title="genai.types.GenerateContentResponsePromptFeedback.block_reason_message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">block_reason_message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponsePromptFeedback.safety_ratings" title="genai.types.GenerateContentResponsePromptFeedback.safety_ratings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_ratings</span> <span class="pre">(list[genai.types.SafetyRating]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback.block_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">block_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlockedReason" title="genai.types.BlockedReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlockedReason</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockReason')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The reason why the prompt was blocked.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback.block_reason_message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">block_reason_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockReasonMessage')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback.block_reason_message" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedback.safety_ratings">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRating" title="genai.types.SafetyRating"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRating</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyRatings')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedback.safety_ratings" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A list of safety ratings for the prompt. There is one rating per category.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponsePromptFeedbackDict</span></span><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Content filter results for a prompt sent in the request.</p>
-<p>Note: This is sent only in the first stream chunk and only if no candidates
-were generated due to content violations.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict.block_reason">
-<span class="sig-name descname"><span class="pre">block_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlockedReason" title="genai.types.BlockedReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlockedReason</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict.block_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The reason why the prompt was blocked.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict.block_reason_message">
-<span class="sig-name descname"><span class="pre">block_reason_message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict.block_reason_message" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponsePromptFeedbackDict.safety_ratings">
-<span class="sig-name descname"><span class="pre">safety_ratings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyRatingDict" title="genai.types.SafetyRatingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyRatingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponsePromptFeedbackDict.safety_ratings" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A list of safety ratings for the prompt. There is one rating per category.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponseUsageMetadata</span></span><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Usage metadata about the content generation request and response.</p>
-<p>This message provides a detailed breakdown of token usage and other relevant
-metrics. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cache_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count" title="genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_content_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_token_count" title="genai.types.GenerateContentResponseUsageMetadata.candidates_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_token_count" title="genai.types.GenerateContentResponseUsageMetadata.prompt_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count" title="genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thoughts_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count" title="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_use_prompt_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details" title="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_use_prompt_tokens_details</span> <span class="pre">(list[genai.types.ModalityTokenCount]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.total_token_count" title="genai.types.GenerateContentResponseUsageMetadata.total_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateContentResponseUsageMetadata.traffic_type" title="genai.types.GenerateContentResponseUsageMetadata.traffic_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">traffic_type</span> <span class="pre">(genai.types.TrafficType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cache_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cacheTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown of the token count for each modality in the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContentTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of tokens in the cached content that was used for this request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.candidates_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidatesTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens in the generated candidates.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidatesTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown of the token count for each modality in the generated candidates.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.prompt_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When <cite>cached_content</cite> is set, this also includes the number of tokens in the cached content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown of the token count for each modality in the prompt.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thoughts_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thoughtsTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of tokens that were part of the model’s generated “thoughts” output, if applicable.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_use_prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolUsePromptTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_use_prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCount" title="genai.types.ModalityTokenCount"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCount</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolUsePromptTokensDetails')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.total_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalTokenCount')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.total_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens for the entire request. This is the sum of <cite>prompt_token_count</cite>, <cite>candidates_token_count</cite>, <cite>tool_use_prompt_token_count</cite>, and <cite>thoughts_token_count</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadata.traffic_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">traffic_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TrafficType" title="genai.types.TrafficType"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrafficType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trafficType')</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadata.traffic_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The traffic type for this request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateContentResponseUsageMetadataDict</span></span><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Usage metadata about the content generation request and response.</p>
-<p>This message provides a detailed breakdown of token usage and other relevant
-metrics. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.cache_tokens_details">
-<span class="sig-name descname"><span class="pre">cache_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.cache_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown of the token count for each modality in the cached content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.cached_content_token_count">
-<span class="sig-name descname"><span class="pre">cached_content_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.cached_content_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of tokens in the cached content that was used for this request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.candidates_token_count">
-<span class="sig-name descname"><span class="pre">candidates_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.candidates_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens in the generated candidates.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.candidates_tokens_details">
-<span class="sig-name descname"><span class="pre">candidates_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.candidates_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown of the token count for each modality in the generated candidates.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.prompt_token_count">
-<span class="sig-name descname"><span class="pre">prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.prompt_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When <cite>cached_content</cite> is set, this also includes the number of tokens in the cached content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.prompt_tokens_details">
-<span class="sig-name descname"><span class="pre">prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.prompt_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown of the token count for each modality in the prompt.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.thoughts_token_count">
-<span class="sig-name descname"><span class="pre">thoughts_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.thoughts_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of tokens that were part of the model’s generated “thoughts” output, if applicable.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_token_count">
-<span class="sig-name descname"><span class="pre">tool_use_prompt_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_tokens_details">
-<span class="sig-name descname"><span class="pre">tool_use_prompt_tokens_details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModalityTokenCountDict" title="genai.types.ModalityTokenCountDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModalityTokenCountDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_tokens_details" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.total_token_count">
-<span class="sig-name descname"><span class="pre">total_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.total_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The total number of tokens for the entire request. This is the sum of <cite>prompt_token_count</cite>, <cite>candidates_token_count</cite>, <cite>tool_use_prompt_token_count</cite>, and <cite>thoughts_token_count</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateContentResponseUsageMetadataDict.traffic_type">
-<span class="sig-name descname"><span class="pre">traffic_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TrafficType" title="genai.types.TrafficType"><code class="xref py py-class docutils literal notranslate"><span class="pre">TrafficType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateContentResponseUsageMetadataDict.traffic_type" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The traffic type for this request.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesConfig</span></span><a class="headerlink" href="#genai.types.GenerateImagesConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The config for generating an images.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateImagesConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;negativePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of what to discourage in the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Negativeprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numberOfImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images to generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofimages&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, and \&quot;16:9\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;guidanceScale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidancescale&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows generation of people by the model.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;includeSafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to report the safety scores of each generated image and\n      the positive prompt in the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includesafetyattributes&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;includeRaiReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeraireason&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImagePromptLanguage&quot;</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language of the text in the prompt.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for ``image/jpeg``\n      only).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;addWatermark&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add a watermark to the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Addwatermark&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the largest dimension of the generated image.\n      Supported sizes are 1K and 2K (not supported for Imagen 3 models).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enhancePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to use the prompt rewriting logic.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceprompt&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ImagePromptLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that specifies the language of the text in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;auto&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;en&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ja&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ko&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;hi&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;zh&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;pt&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;es&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImagePromptLanguage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.add_watermark" title="genai.types.GenerateImagesConfig.add_watermark"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_watermark</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.aspect_ratio" title="genai.types.GenerateImagesConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.enhance_prompt" title="genai.types.GenerateImagesConfig.enhance_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhance_prompt</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.guidance_scale" title="genai.types.GenerateImagesConfig.guidance_scale"><code class="xref py py-obj docutils literal notranslate"><span class="pre">guidance_scale</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.http_options" title="genai.types.GenerateImagesConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.image_size" title="genai.types.GenerateImagesConfig.image_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_size</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.include_rai_reason" title="genai.types.GenerateImagesConfig.include_rai_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_rai_reason</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.include_safety_attributes" title="genai.types.GenerateImagesConfig.include_safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_safety_attributes</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.labels" title="genai.types.GenerateImagesConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.language" title="genai.types.GenerateImagesConfig.language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language</span> <span class="pre">(genai.types.ImagePromptLanguage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.negative_prompt" title="genai.types.GenerateImagesConfig.negative_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">negative_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.number_of_images" title="genai.types.GenerateImagesConfig.number_of_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_images</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.output_compression_quality" title="genai.types.GenerateImagesConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.output_gcs_uri" title="genai.types.GenerateImagesConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.output_mime_type" title="genai.types.GenerateImagesConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.person_generation" title="genai.types.GenerateImagesConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(genai.types.PersonGeneration</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.safety_filter_level" title="genai.types.GenerateImagesConfig.safety_filter_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_filter_level</span> <span class="pre">(genai.types.SafetyFilterLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesConfig.seed" title="genai.types.GenerateImagesConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.add_watermark">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'addWatermark')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.add_watermark" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to add a watermark to the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.aspect_ratio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Aspect ratio of the generated images. Supported values are
-“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.enhance_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.enhance_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to use the prompt rewriting logic.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.guidance_scale">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'guidanceScale')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.guidance_scale" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how much the model adheres to the text prompt. Large
-values increase output and prompt alignment, but may compromise image
-quality.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.image_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSize')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.image_size" title="Link to this definition">¶</a></dt>
-<dd><p>The size of the largest dimension of the generated image.
-Supported sizes are 1K and 2K (not supported for Imagen 3 models).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.include_rai_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeRaiReason')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.include_rai_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to include the Responsible AI filter reason if the image
-is filtered out of the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.include_safety_attributes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeSafetyAttributes')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.include_safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to report the safety scores of each generated image and
-the positive prompt in the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.language">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.language" title="Link to this definition">¶</a></dt>
-<dd><p>Language of the text in the prompt.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.negative_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'negativePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.negative_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Description of what to discourage in the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.number_of_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfImages')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.number_of_images" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images to generate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.output_compression_quality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
-only).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.output_gcs_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage URI used to store the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.output_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.person_generation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Allows generation of people by the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.safety_filter_level">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyFilterLevel')</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.safety_filter_level" title="Link to this definition">¶</a></dt>
-<dd><p>Filter level for safety filtering.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Random seed for image generation. This is not available when
-<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesConfigDict</span></span><a class="headerlink" href="#genai.types.GenerateImagesConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The config for generating an images.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.add_watermark">
-<span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.add_watermark" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to add a watermark to the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.aspect_ratio">
-<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Aspect ratio of the generated images. Supported values are
-“1:1”, “3:4”, “4:3”, “9:16”, and “16:9”.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.enhance_prompt">
-<span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.enhance_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to use the prompt rewriting logic.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.guidance_scale">
-<span class="sig-name descname"><span class="pre">guidance_scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.guidance_scale" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how much the model adheres to the text prompt. Large
-values increase output and prompt alignment, but may compromise image
-quality.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.image_size">
-<span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.image_size" title="Link to this definition">¶</a></dt>
-<dd><p>The size of the largest dimension of the generated image.
-Supported sizes are 1K and 2K (not supported for Imagen 3 models).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.include_rai_reason">
-<span class="sig-name descname"><span class="pre">include_rai_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.include_rai_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to include the Responsible AI filter reason if the image
-is filtered out of the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.include_safety_attributes">
-<span class="sig-name descname"><span class="pre">include_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.include_safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to report the safety scores of each generated image and
-the positive prompt in the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.language">
-<span class="sig-name descname"><span class="pre">language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImagePromptLanguage" title="genai.types.ImagePromptLanguage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImagePromptLanguage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.language" title="Link to this definition">¶</a></dt>
-<dd><p>Language of the text in the prompt.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.negative_prompt">
-<span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.negative_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Description of what to discourage in the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.number_of_images">
-<span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.number_of_images" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images to generate.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.output_compression_quality">
-<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
-only).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.output_gcs_uri">
-<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage URI used to store the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.output_mime_type">
-<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.person_generation">
-<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Allows generation of people by the model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.safety_filter_level">
-<span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.safety_filter_level" title="Link to this definition">¶</a></dt>
-<dd><p>Filter level for safety filtering.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Random seed for image generation. This is not available when
-<code class="docutils literal notranslate"><span class="pre">add_watermark</span></code> is set to true.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesResponse</span></span><a class="headerlink" href="#genai.types.GenerateImagesResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The output images response.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateImagesResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output images response.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generatedImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedImage&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedimages&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;positivePromptSafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the positive prompt. Only populated if\n      ``include_safety_attributes`` is set to True.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GeneratedImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -90689,13 +147035,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -90703,10 +147049,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -90716,50 +147075,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -90769,378 +147134,397 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesResponse.generated_images" title="genai.types.GenerateImagesResponse.generated_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_images</span> <span class="pre">(list[genai.types.GeneratedImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesResponse.positive_prompt_safety_attributes" title="genai.types.GenerateImagesResponse.positive_prompt_safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">positive_prompt_safety_attributes</span> <span class="pre">(genai.types.SafetyAttributes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateImagesResponse.sdk_http_response" title="genai.types.GenerateImagesResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.generated_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImage" title="genai.types.GeneratedImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedImages')</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.generated_images" title="Link to this definition">¶</a></dt>
-<dd><p>List of generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.positive_prompt_safety_attributes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">positive_prompt_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributes" title="genai.types.SafetyAttributes"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'positivePromptSafetyAttributes')</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.positive_prompt_safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Safety attributes of the positive prompt. Only populated if
-<code class="docutils literal notranslate"><span class="pre">include_safety_attributes</span></code> is set to True.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponse.images">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><span class="pre">Image</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#genai.types.GenerateImagesResponse.images" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the list of all generated images.</p>
-<p>A convenience method for accessing the images. Some attributes of the
-generated image are only available through the <code class="docutils literal notranslate"><span class="pre">GeneratedImage</span></code> object.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateImagesResponseDict</span></span><a class="headerlink" href="#genai.types.GenerateImagesResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The output images response.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict.generated_images">
-<span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImageDict" title="genai.types.GeneratedImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponseDict.generated_images" title="Link to this definition">¶</a></dt>
-<dd><p>List of generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict.positive_prompt_safety_attributes">
-<span class="sig-name descname"><span class="pre">positive_prompt_safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributesDict" title="genai.types.SafetyAttributesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponseDict.positive_prompt_safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Safety attributes of the positive prompt. Only populated if
-<code class="docutils literal notranslate"><span class="pre">include_safety_attributes</span></code> is set to True.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateImagesResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateImagesResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosConfig</span></span><a class="headerlink" href="#genai.types.GenerateVideosConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for generating videos.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numberOfVideos&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of output videos.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofvideos&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The gcs bucket where to save the generated videos.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frames per second for video generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;durationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of the clip for video generation in seconds.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Durationseconds&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The RNG seed. If RNG seed is exactly same for each request with\n      unchanged inputs, the prediction results will be consistent. Otherwise,\n      a random RNG seed will be used each time to produce a different\n      result.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the generated video. 16:9 (landscape) and\n      9:16 (portrait) are supported.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resolution for the generated video. 720p and 1080p are\n      supported.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether allow to generate person videos, and restrict to specific\n      ages. Supported values are: dont_allow, allow_adult.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pubsubTopic&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pubsub topic where to publish the video generation\n      progress.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pubsubtopic&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;negativePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitly state what should not be included in the generated\n      videos.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Negativeprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enhancePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to use the prompt rewriting logic.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generateAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to generate audio along with the video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generateaudio&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;lastFrame&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image to use as the last frame of generated videos.\n      Only supported for image to video use cases.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationReferenceImage&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The images to use as the references to generate the videos.\n      If this field is provided, the text prompt field must also be provided.\n      The image, video, or last_frame field are not supported. Each image must\n      be associated with a type. Veo 2 supports up to 3 asset images *or* 1\n      style image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceimages&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationMask&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mask to use for generating videos.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoCompressionQuality&quot;</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated videos.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;webhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebhookConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Webhook configuration for receiving notifications when the\n      video generation operation completes.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;resizeMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResizeMode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resize mode of the image input for video generation.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -91150,13 +147534,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -91164,10 +147560,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -91177,151 +147573,190 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResizeMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resize mode for the image input for video generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;CROP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PAD&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResizeMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the compression quality of the generated videos.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OPTIMIZED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOSSLESS&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoCompressionQuality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoGenerationMask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A mask for video generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image mask to use for generating videos.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationMaskMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes how the mask will be used. Inpainting masks must\n      match the aspect ratio of the input video. Outpainting masks can be\n      either 9:16 or 16:9.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationMask&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoGenerationMaskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum for the mask mode of a video generation mask.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;INSERT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REMOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REMOVE_STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTPAINT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationMaskMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoGenerationReferenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference image for video generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoGenerationReferenceType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image, which defines how the reference\n      image will be used to generate the video.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationReferenceImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoGenerationReferenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum for the reference type of a video generation reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASSET&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STYLE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoGenerationReferenceType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WebhookConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for webhook notifications.\n\nUsed to configure webhook endpoints that will receive notifications\nwhen long-running operations (e.g., batch jobs, video generation) complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The webhook URIs to receive notifications. If set, these\n      webhook URIs will be used instead of the registered webhooks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User metadata that will be included in each webhook event\n      notification. Use this to attach custom key-value data to correlate\n      webhook events with your internal systems.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usermetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebhookConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -91332,88 +147767,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.aspect_ratio" title="genai.types.GenerateVideosConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.compression_quality" title="genai.types.GenerateVideosConfig.compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">compression_quality</span> <span class="pre">(genai.types.VideoCompressionQuality</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.duration_seconds" title="genai.types.GenerateVideosConfig.duration_seconds"><code class="xref py py-obj docutils literal notranslate"><span class="pre">duration_seconds</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.enhance_prompt" title="genai.types.GenerateVideosConfig.enhance_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhance_prompt</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.fps" title="genai.types.GenerateVideosConfig.fps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">fps</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.generate_audio" title="genai.types.GenerateVideosConfig.generate_audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generate_audio</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.http_options" title="genai.types.GenerateVideosConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.labels" title="genai.types.GenerateVideosConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.last_frame" title="genai.types.GenerateVideosConfig.last_frame"><code class="xref py py-obj docutils literal notranslate"><span class="pre">last_frame</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.mask" title="genai.types.GenerateVideosConfig.mask"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask</span> <span class="pre">(genai.types.VideoGenerationMask</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.negative_prompt" title="genai.types.GenerateVideosConfig.negative_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">negative_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.number_of_videos" title="genai.types.GenerateVideosConfig.number_of_videos"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_videos</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.output_gcs_uri" title="genai.types.GenerateVideosConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.person_generation" title="genai.types.GenerateVideosConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.pubsub_topic" title="genai.types.GenerateVideosConfig.pubsub_topic"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pubsub_topic</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.reference_images" title="genai.types.GenerateVideosConfig.reference_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_images</span> <span class="pre">(list[genai.types.VideoGenerationReferenceImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.resize_mode" title="genai.types.GenerateVideosConfig.resize_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resize_mode</span> <span class="pre">(genai.types.ImageResizeMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.resolution" title="genai.types.GenerateVideosConfig.resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resolution</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.seed" title="genai.types.GenerateVideosConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosConfig.webhook_config" title="genai.types.GenerateVideosConfig.webhook_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">webhook_config</span> <span class="pre">(genai.types.WebhookConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedResponse.error" title="genai.types.InlinedResponse.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.JobError</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedResponse.metadata" title="genai.types.InlinedResponse.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.InlinedResponse.response" title="genai.types.InlinedResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.GenerateContentResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.aspect_ratio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>The aspect ratio for the generated video. 16:9 (landscape) and
-9:16 (portrait) are supported.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.compression_quality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoCompressionQuality" title="genai.types.VideoCompressionQuality"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoCompressionQuality</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compressionQuality')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.duration_seconds">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'durationSeconds')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.duration_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>Duration of the clip for video generation in seconds.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.enhance_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.enhance_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to use the prompt rewriting logic.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.fps">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.fps" title="Link to this definition">¶</a></dt>
-<dd><p>Frames per second for video generation.</p>
+<dt class="sig sig-object py" id="genai.types.InlinedResponse.error">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobError" title="genai.types.JobError"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobError</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedResponse.error" title="Link to this definition">¶</a></dt>
+<dd><p>The error encountered while processing the request.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -91424,9 +147789,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.generate_audio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generate_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generateAudio')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.generate_audio" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to generate audio along with the video.</p>
+<dt class="sig sig-object py" id="genai.types.InlinedResponse.metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedResponse.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>The metadata to be associated with the request.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -91437,9 +147802,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.InlinedResponse.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponse" title="genai.types.GenerateContentResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedResponse.response" title="Link to this definition">¶</a></dt>
+<dd><p>The response to the request.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -91449,165 +147814,134 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.last_frame">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_frame</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastFrame')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.last_frame" title="Link to this definition">¶</a></dt>
-<dd><p>Image to use as the last frame of generated videos.
-Only supported for image to video use cases.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.InlinedResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedResponseDict</span></span><a class="headerlink" href="#genai.types.InlinedResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for <cite>inlined_responses</cite> parameter.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedResponseDict.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobErrorDict" title="genai.types.JobErrorDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobErrorDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedResponseDict.error" title="Link to this definition">¶</a></dt>
+<dd><p>The error encountered while processing the request.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.mask">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationMask" title="genai.types.VideoGenerationMask"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationMask</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.mask" title="Link to this definition">¶</a></dt>
-<dd><p>The mask to use for generating videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedResponseDict.metadata">
+<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.InlinedResponseDict.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>The metadata to be associated with the request.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.negative_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'negativePrompt')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.negative_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Explicitly state what should not be included in the generated
-videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InlinedResponseDict.response">
+<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponseDict" title="genai.types.GenerateContentResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedResponseDict.response" title="Link to this definition">¶</a></dt>
+<dd><p>The response to the request.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.number_of_videos">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfVideos')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.number_of_videos" title="Link to this definition">¶</a></dt>
-<dd><p>Number of output videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.output_gcs_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The gcs bucket where to save the generated videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.InteractionStatus">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InteractionStatus</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.InteractionStatus" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The different activity states of the live session.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InteractionStatus.IDLE">
+<span class="sig-name descname"><span class="pre">IDLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IDLE'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.IDLE" title="Link to this definition">¶</a></dt>
+<dd><p>The server has completed all processing and background reasoning.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.person_generation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Whether allow to generate person videos, and restrict to specific
-ages. Supported values are: dont_allow, allow_adult.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InteractionStatus.INTERACTION_STATUS_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">INTERACTION_STATUS_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'INTERACTION_STATUS_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.INTERACTION_STATUS_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified interaction status.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.pubsub_topic">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pubsub_topic</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pubsubTopic')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.pubsub_topic" title="Link to this definition">¶</a></dt>
-<dd><p>The pubsub topic where to publish the video generation
-progress.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InteractionStatus.IN_PROGRESS">
+<span class="sig-name descname"><span class="pre">IN_PROGRESS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IN_PROGRESS'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.IN_PROGRESS" title="Link to this definition">¶</a></dt>
+<dd><p>The server is still actively processing user input or running background reasoning. More model output may follow.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.reference_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationReferenceImage" title="genai.types.VideoGenerationReferenceImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationReferenceImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImages')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.reference_images" title="Link to this definition">¶</a></dt>
-<dd><p>The images to use as the references to generate the videos.
-If this field is provided, the text prompt field must also be provided.
-The image, video, or last_frame field are not supported. Each image must
-be associated with a type. Veo 2 supports up to 3 asset images <em>or</em> 1
-style image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.InteractionStatus.REQUIRES_ACTION">
+<span class="sig-name descname"><span class="pre">REQUIRES_ACTION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REQUIRES_ACTION'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.REQUIRES_ACTION" title="Link to this definition">¶</a></dt>
+<dd><p>Use IDLE instead.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Deprecated</p>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.resize_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resize_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageResizeMode" title="genai.types.ImageResizeMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageResizeMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'resizeMode')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.resize_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Resize mode of the image input for video generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.resolution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.resolution" title="Link to this definition">¶</a></dt>
-<dd><p>The resolution for the generated video. 720p and 1080p are
-supported.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Interval">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Interval</span></span><a class="headerlink" href="#genai.types.Interval" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).</p>
+<p>The start must be less than or equal to the end. When the start equals the
+end, the interval is empty (matches no time). When both start and end are
+unspecified, the interval matches any time.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Interval.end_time" title="genai.types.Interval.end_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">end_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Interval.start_time" title="genai.types.Interval.start_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">start_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>The RNG seed. If RNG seed is exactly same for each request with
-unchanged inputs, the prediction results will be consistent. Otherwise,
-a random RNG seed will be used each time to produce a different
-result.</p>
+<dt class="sig sig-object py" id="genai.types.Interval.end_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">end_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'endTime')</span></em><a class="headerlink" href="#genai.types.Interval.end_time" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -91618,10 +147952,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfig.webhook_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfig" title="genai.types.WebhookConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'webhookConfig')</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfig.webhook_config" title="Link to this definition">¶</a></dt>
-<dd><p>Webhook configuration for receiving notifications when the
-video generation operation completes.</p>
+<dt class="sig sig-object py" id="genai.types.Interval.start_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">start_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'startTime')</span></em><a class="headerlink" href="#genai.types.Interval.start_time" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -91634,441 +147967,188 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosConfigDict</span></span><a class="headerlink" href="#genai.types.GenerateVideosConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.IntervalDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">IntervalDict</span></span><a class="headerlink" href="#genai.types.IntervalDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for generating videos.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.aspect_ratio">
-<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>9 (landscape) and
-9:16 (portrait) are supported.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The aspect ratio for the generated video. 16</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.compression_quality">
-<span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoCompressionQuality" title="genai.types.VideoCompressionQuality"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoCompressionQuality</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated videos.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.duration_seconds">
-<span class="sig-name descname"><span class="pre">duration_seconds</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.duration_seconds" title="Link to this definition">¶</a></dt>
-<dd><p>Duration of the clip for video generation in seconds.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.enhance_prompt">
-<span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.enhance_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to use the prompt rewriting logic.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.fps">
-<span class="sig-name descname"><span class="pre">fps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.fps" title="Link to this definition">¶</a></dt>
-<dd><p>Frames per second for video generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.generate_audio">
-<span class="sig-name descname"><span class="pre">generate_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.generate_audio" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to generate audio along with the video.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.last_frame">
-<span class="sig-name descname"><span class="pre">last_frame</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.last_frame" title="Link to this definition">¶</a></dt>
-<dd><p>Image to use as the last frame of generated videos.
-Only supported for image to video use cases.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.mask">
-<span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationMaskDict" title="genai.types.VideoGenerationMaskDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationMaskDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.mask" title="Link to this definition">¶</a></dt>
-<dd><p>The mask to use for generating videos.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.negative_prompt">
-<span class="sig-name descname"><span class="pre">negative_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.negative_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Explicitly state what should not be included in the generated
-videos.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.number_of_videos">
-<span class="sig-name descname"><span class="pre">number_of_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.number_of_videos" title="Link to this definition">¶</a></dt>
-<dd><p>Number of output videos.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.output_gcs_uri">
-<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The gcs bucket where to save the generated videos.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.person_generation">
-<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Whether allow to generate person videos, and restrict to specific
-ages. Supported values are: dont_allow, allow_adult.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.pubsub_topic">
-<span class="sig-name descname"><span class="pre">pubsub_topic</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.pubsub_topic" title="Link to this definition">¶</a></dt>
-<dd><p>The pubsub topic where to publish the video generation
-progress.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.reference_images">
-<span class="sig-name descname"><span class="pre">reference_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoGenerationReferenceImageDict" title="genai.types.VideoGenerationReferenceImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoGenerationReferenceImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.reference_images" title="Link to this definition">¶</a></dt>
-<dd><p>The images to use as the references to generate the videos.
-If this field is provided, the text prompt field must also be provided.
-The image, video, or last_frame field are not supported. Each image must
-be associated with a type. Veo 2 supports up to 3 asset images <em>or</em> 1
-style image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.resize_mode">
-<span class="sig-name descname"><span class="pre">resize_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageResizeMode" title="genai.types.ImageResizeMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageResizeMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.resize_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Resize mode of the image input for video generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.resolution">
-<span class="sig-name descname"><span class="pre">resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.resolution" title="Link to this definition">¶</a></dt>
-<dd><p>The resolution for the generated video. 720p and 1080p are
-supported.</p>
-</dd></dl>
-
+<p>Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).</p>
+<p>The start must be less than or equal to the end. When the start equals the
+end, the interval is empty (matches no time). When both start and end are
+unspecified, the interval matches any time.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>The RNG seed. If RNG seed is exactly same for each request with
-unchanged inputs, the prediction results will be consistent. Otherwise,
-a random RNG seed will be used each time to produce a different
-result.</p>
+<dt class="sig sig-object py" id="genai.types.IntervalDict.end_time">
+<span class="sig-name descname"><span class="pre">end_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.IntervalDict.end_time" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosConfigDict.webhook_config">
-<span class="sig-name descname"><span class="pre">webhook_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WebhookConfigDict" title="genai.types.WebhookConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WebhookConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosConfigDict.webhook_config" title="Link to this definition">¶</a></dt>
-<dd><p>Webhook configuration for receiving notifications when the
-video generation operation completes.</p>
+<dt class="sig sig-object py" id="genai.types.IntervalDict.start_time">
+<span class="sig-name descname"><span class="pre">start_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.IntervalDict.start_time" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosOperation</span></span><a class="headerlink" href="#genai.types.GenerateVideosOperation" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code>, <a class="reference internal" href="#genai.types.Operation" title="genai.types.Operation"><code class="xref py py-class docutils literal notranslate"><span class="pre">Operation</span></code></a></p>
-<p>A video generation operation.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JSONSchema</span></span><a class="headerlink" href="#genai.types.JSONSchema" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A subset of JSON Schema according to 2020-12 JSON Schema draft.</p>
+<p>Represents a subset of a JSON Schema object that is used by the Gemini model.
+The difference between this class and the Schema class is that this class is
+compatible with OpenAPI 3.1 schema objects. And the Schema class is used to
+make API call to Gemini model.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosOperation&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A video generation operation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JSONSchema&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A subset of JSON Schema according to 2020-12 JSON Schema draft.\n\nRepresents a subset of a JSON Schema object that is used by the Gemini model.\nThe difference between this class and the Schema class is that this class is\ncompatible with OpenAPI 3.1 schema objects. And the Schema class is used to\nmake API call to Gemini model.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the type of the instance matches the type represented by the given type, or matches at least one of the given types.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define semantic information about a string instance.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A preferably short description about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error result of the operation in case of failure or cancellation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An explanation about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateVideosResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This keyword can be used to supply a default JSON value associated with a particular schema.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generated videos.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if each element of the instance not covered by prefixItems validates against this schema.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;result&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateVideosResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generated videos.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GenerateVideosResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response with generated videos.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;generatedVideos&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedVideo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of the generated videos&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedvideos&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;raiMediaFilteredCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns if any videos were filtered due to RAI policies.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;raiMediaFilteredReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns rai failure reasons if any.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredreasons&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeneratedVideo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output video&quot;</span>
+<span class="w">      </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedVideo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the instance is equal to one of the elements in this keyword\u2019s array value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">      </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosOperation.response" title="genai.types.GenerateVideosOperation.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.GenerateVideosResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosOperation.result" title="genai.types.GenerateVideosOperation.result"><code class="xref py py-obj docutils literal notranslate"><span class="pre">result</span> <span class="pre">(genai.types.GenerateVideosResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateVideosResponse" title="genai.types.GenerateVideosResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateVideosResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosOperation.response" title="Link to this definition">¶</a></dt>
-<dd><p>The generated videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation.result">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateVideosResponse" title="genai.types.GenerateVideosResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateVideosResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosOperation.result" title="Link to this definition">¶</a></dt>
-<dd><p>The generated videos.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosOperation.from_api_response">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_api_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_vertex_ai</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.GenerateVideosOperation.from_api_response" title="Link to this definition">¶</a></dt>
-<dd><p>Instantiates a GenerateVideosOperation from an API response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Self</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosResponse</span></span><a class="headerlink" href="#genai.types.GenerateVideosResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response with generated videos.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response with generated videos.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;generatedVideos&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if, for each name that appears in both the instance and as a name within this keyword\u2019s value, the child instance for that name successfully validates against the corresponding schema.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedVideo&quot;</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">               </span><span class="p">},</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
@@ -92077,10 +148157,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of the generated videos&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedvideos&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid against this keyword if every item in the array is the name of a property in the instance.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;raiMediaFilteredCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -92090,193 +148170,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns if any videos were filtered due to RAI policies.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;raiMediaFilteredReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returns rai failure reasons if any.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raimediafilteredreasons&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GeneratedVideo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output video&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedVideo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is greater than or equal to the given number.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">      </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is less than or equal to the given number.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosResponse.generated_videos" title="genai.types.GenerateVideosResponse.generated_videos"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_videos</span> <span class="pre">(list[genai.types.GeneratedVideo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosResponse.rai_media_filtered_count" title="genai.types.GenerateVideosResponse.rai_media_filtered_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rai_media_filtered_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosResponse.rai_media_filtered_reasons" title="genai.types.GenerateVideosResponse.rai_media_filtered_reasons"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rai_media_filtered_reasons</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse.generated_videos">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedVideo" title="genai.types.GeneratedVideo"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedVideo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedVideos')</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponse.generated_videos" title="Link to this definition">¶</a></dt>
-<dd><p>List of the generated videos</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse.rai_media_filtered_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rai_media_filtered_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'raiMediaFilteredCount')</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponse.rai_media_filtered_count" title="Link to this definition">¶</a></dt>
-<dd><p>Returns if any videos were filtered due to RAI policies.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponse.rai_media_filtered_reasons">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rai_media_filtered_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'raiMediaFilteredReasons')</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponse.rai_media_filtered_reasons" title="Link to this definition">¶</a></dt>
-<dd><p>Returns rai failure reasons if any.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosResponseDict</span></span><a class="headerlink" href="#genai.types.GenerateVideosResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response with generated videos.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict.generated_videos">
-<span class="sig-name descname"><span class="pre">generated_videos</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedVideoDict" title="genai.types.GeneratedVideoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedVideoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponseDict.generated_videos" title="Link to this definition">¶</a></dt>
-<dd><p>List of the generated videos</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict.rai_media_filtered_count">
-<span class="sig-name descname"><span class="pre">rai_media_filtered_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponseDict.rai_media_filtered_count" title="Link to this definition">¶</a></dt>
-<dd><p>Returns if any videos were filtered due to RAI policies.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosResponseDict.rai_media_filtered_reasons">
-<span class="sig-name descname"><span class="pre">rai_media_filtered_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerateVideosResponseDict.rai_media_filtered_reasons" title="Link to this definition">¶</a></dt>
-<dd><p>Returns rai failure reasons if any.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSource">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosSource</span></span><a class="headerlink" href="#genai.types.GenerateVideosSource" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A set of source input(s) for video generation.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateVideosSource&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A set of source input(s) for video generation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;prompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -92286,56 +148248,122 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text prompt for generating the videos.\n      Optional if image or video is provided.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompt&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is considered valid if the regular expression matches the instance successfully.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{},</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The input image for generating the videos.\n      Optional if prompt is provided. Not allowed if video is provided.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against at least one schema defined by this keyword\u2019s value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;uniqueItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The input video for video extension use cases.\n      Optional if prompt is provided. Not allowed if image is provided.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolean value that indicates whether the items in an array are unique.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uniqueitems&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows indirect references between schema nodes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Ref&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema definitions to be used with $ref.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Defs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;oneOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against exactly one schema defined by this keyword&#39;s value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Oneof&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;JSONSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A subset of JSON Schema according to 2020-12 JSON Schema draft.\n\nRepresents a subset of a JSON Schema object that is used by the Gemini model.\nThe difference between this class and the Schema class is that this class is\ncompatible with OpenAPI 3.1 schema objects. And the Schema class is used to\nmake API call to Gemini model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the type of the instance matches the type represented by the given type, or matches at least one of the given types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -92343,10 +148371,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define semantic information about a string instance.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -92356,18 +148384,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A preferably short description about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -92377,248 +148397,89 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An explanation about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This keyword can be used to supply a default JSON value associated with a particular schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if each element of the instance not covered by prefixItems validates against this schema.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosSource.image" title="genai.types.GenerateVideosSource.image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosSource.prompt" title="genai.types.GenerateVideosSource.prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerateVideosSource.video" title="genai.types.GenerateVideosSource.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(genai.types.Video</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSource.image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosSource.image" title="Link to this definition">¶</a></dt>
-<dd><p>The input image for generating the videos.
-Optional if prompt is provided. Not allowed if video is provided.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSource.prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosSource.prompt" title="Link to this definition">¶</a></dt>
-<dd><p>The text prompt for generating the videos.
-Optional if image or video is provided.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSource.video">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Video" title="genai.types.Video"><code class="xref py py-class docutils literal notranslate"><span class="pre">Video</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerateVideosSource.video" title="Link to this definition">¶</a></dt>
-<dd><p>The input video for video extension use cases.
-Optional if prompt is provided. Not allowed if image is provided.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerateVideosSourceDict</span></span><a class="headerlink" href="#genai.types.GenerateVideosSourceDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A set of source input(s) for video generation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict.image">
-<span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosSourceDict.image" title="Link to this definition">¶</a></dt>
-<dd><p>The input image for generating the videos.
-Optional if prompt is provided. Not allowed if video is provided.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict.prompt">
-<span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosSourceDict.prompt" title="Link to this definition">¶</a></dt>
-<dd><p>The text prompt for generating the videos.
-Optional if image or video is provided.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerateVideosSourceDict.video">
-<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoDict" title="genai.types.VideoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerateVideosSourceDict.video" title="Link to this definition">¶</a></dt>
-<dd><p>The input video for video extension use cases.
-Optional if prompt is provided. Not allowed if image is provided.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GeneratedImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImage</span></span><a class="headerlink" href="#genai.types.GeneratedImage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An output image.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the instance is equal to one of the elements in this keyword\u2019s array value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if, for each name that appears in both the instance and as a name within this keyword\u2019s value, the child instance for that name successfully validates against the corresponding schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -92631,14 +148492,116 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid against this keyword if every item in the array is the name of a property in the instance.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is greater than or equal to the given number.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is less than or equal to the given number.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is considered valid if the regular expression matches the instance successfully.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -92647,10 +148610,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against at least one schema defined by this keyword\u2019s value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uniqueItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolean value that indicates whether the items in an array are unique.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uniqueitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -92660,12 +148636,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows indirect references between schema nodes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema definitions to be used with $ref.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oneOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against exactly one schema defined by this keyword&#39;s value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Oneof&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JSONSchema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;JSONSchemaType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the data supported by JSON Schema.\n\nThe values of the enums are lower case strings, while the values of the enums\nfor the Type class are upper case strings.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;null&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;boolean&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;array&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;number&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;integer&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JSONSchemaType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -92675,20 +148697,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GeneratedImage.enhanced_prompt" title="genai.types.GeneratedImage.enhanced_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhanced_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GeneratedImage.image" title="genai.types.GeneratedImage.image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GeneratedImage.rai_filtered_reason" title="genai.types.GeneratedImage.rai_filtered_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rai_filtered_reason</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GeneratedImage.safety_attributes" title="genai.types.GeneratedImage.safety_attributes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_attributes</span> <span class="pre">(genai.types.SafetyAttributes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.additional_properties" title="genai.types.JSONSchema.additional_properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">additional_properties</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.any_of" title="genai.types.JSONSchema.any_of"><code class="xref py py-obj docutils literal notranslate"><span class="pre">any_of</span> <span class="pre">(list[genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.default" title="genai.types.JSONSchema.default"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.defs" title="genai.types.JSONSchema.defs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">defs</span> <span class="pre">(dict[str,</span> <span class="pre">genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.description" title="genai.types.JSONSchema.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.enum" title="genai.types.JSONSchema.enum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enum</span> <span class="pre">(list[Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.format" title="genai.types.JSONSchema.format"><code class="xref py py-obj docutils literal notranslate"><span class="pre">format</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.items" title="genai.types.JSONSchema.items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">items</span> <span class="pre">(genai.types.JSONSchema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.max_items" title="genai.types.JSONSchema.max_items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_items</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.max_length" title="genai.types.JSONSchema.max_length"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_length</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.max_properties" title="genai.types.JSONSchema.max_properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_properties</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.maximum" title="genai.types.JSONSchema.maximum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">maximum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.min_items" title="genai.types.JSONSchema.min_items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min_items</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.min_length" title="genai.types.JSONSchema.min_length"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min_length</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.min_properties" title="genai.types.JSONSchema.min_properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min_properties</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.minimum" title="genai.types.JSONSchema.minimum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">minimum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.one_of" title="genai.types.JSONSchema.one_of"><code class="xref py py-obj docutils literal notranslate"><span class="pre">one_of</span> <span class="pre">(list[genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.pattern" title="genai.types.JSONSchema.pattern"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pattern</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.properties" title="genai.types.JSONSchema.properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">properties</span> <span class="pre">(dict[str,</span> <span class="pre">genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.ref" title="genai.types.JSONSchema.ref"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ref</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.required" title="genai.types.JSONSchema.required"><code class="xref py py-obj docutils literal notranslate"><span class="pre">required</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.title" title="genai.types.JSONSchema.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.type" title="genai.types.JSONSchema.type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">type</span> <span class="pre">(genai.types.JSONSchemaType</span> <span class="pre">|</span> <span class="pre">list[genai.types.JSONSchemaType]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JSONSchema.unique_items" title="genai.types.JSONSchema.unique_items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">unique_items</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedImage.enhanced_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhanced_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancedPrompt')</span></em><a class="headerlink" href="#genai.types.GeneratedImage.enhanced_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>The rewritten prompt used for the image generation if the prompt
-enhancer is enabled.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema.additional_properties">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">additional_properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'additionalProperties')</span></em><a class="headerlink" href="#genai.types.JSONSchema.additional_properties" title="Link to this definition">¶</a></dt>
+<dd><p>Can either be a boolean or an object; controls the presence of additional properties.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -92699,9 +148740,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedImage.image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedImage.image" title="Link to this definition">¶</a></dt>
-<dd><p>The output image data.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema.any_of">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">any_of</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'anyOf')</span></em><a class="headerlink" href="#genai.types.JSONSchema.any_of" title="Link to this definition">¶</a></dt>
+<dd><p>An instance validates successfully against this keyword if it validates successfully against at least one schema defined by this keyword’s value.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -92712,10 +148753,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedImage.rai_filtered_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rai_filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'raiFilteredReason')</span></em><a class="headerlink" href="#genai.types.GeneratedImage.rai_filtered_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Responsible AI filter reason if the image is filtered out of the
-response.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema.default">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">default</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.default" title="Link to this definition">¶</a></dt>
+<dd><p>This keyword can be used to supply a default JSON value associated with a particular schema.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -92726,10 +148766,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedImage.safety_attributes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributes" title="genai.types.SafetyAttributes"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyAttributes')</span></em><a class="headerlink" href="#genai.types.GeneratedImage.safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Safety attributes of the image. Lists of RAI categories and their
-scores of each content.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema.defs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">defs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <span class="pre">JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'$defs')</span></em><a class="headerlink" href="#genai.types.JSONSchema.defs" title="Link to this definition">¶</a></dt>
+<dd><p>Schema definitions to be used with $ref.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -92739,188 +148778,101 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.description" title="Link to this definition">¶</a></dt>
+<dd><p>An explanation about the purpose of the instance described by the schema.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImageDict</span></span><a class="headerlink" href="#genai.types.GeneratedImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An output image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.enhanced_prompt">
-<span class="sig-name descname"><span class="pre">enhanced_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.enhanced_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>The rewritten prompt used for the image generation if the prompt
-enhancer is enabled.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.enum">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.enum" title="Link to this definition">¶</a></dt>
+<dd><p>Validation succeeds if the instance is equal to one of the elements in this keyword’s array value.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.image">
-<span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.image" title="Link to this definition">¶</a></dt>
-<dd><p>The output image data.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.format">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.format" title="Link to this definition">¶</a></dt>
+<dd><p>Define semantic information about a string instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.rai_filtered_reason">
-<span class="sig-name descname"><span class="pre">rai_filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.rai_filtered_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Responsible AI filter reason if the image is filtered out of the
-response.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.items">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[JSONSchema]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.items" title="Link to this definition">¶</a></dt>
+<dd><p>Validation succeeds if each element of the instance not covered by prefixItems validates against this schema.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageDict.safety_attributes">
-<span class="sig-name descname"><span class="pre">safety_attributes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyAttributesDict" title="genai.types.SafetyAttributesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyAttributesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageDict.safety_attributes" title="Link to this definition">¶</a></dt>
-<dd><p>Safety attributes of the image. Lists of RAI categories and their
-scores of each content.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.max_items">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxItems')</span></em><a class="headerlink" href="#genai.types.JSONSchema.max_items" title="Link to this definition">¶</a></dt>
+<dd><p>An array instance is valid if its size is less than, or equal to, the value of this keyword.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.max_length">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_length</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxLength')</span></em><a class="headerlink" href="#genai.types.JSONSchema.max_length" title="Link to this definition">¶</a></dt>
+<dd><p>A string instance is valid against this keyword if its length is less than, or equal to, the value of this keyword.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageMask">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImageMask</span></span><a class="headerlink" href="#genai.types.GeneratedImageMask" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A generated image mask.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImageMask&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated image mask.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;mask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generated image mask.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EntityLabel&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The detected entities on the segmented area.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;EntityLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An entity representing the segmented area.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;label&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The label of the segmented entity.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Label&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The confidence score of the detected label.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EntityLabel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.max_properties">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxProperties')</span></em><a class="headerlink" href="#genai.types.JSONSchema.max_properties" title="Link to this definition">¶</a></dt>
+<dd><p>An object instance is valid if its number of properties is less than, or equal to, the value of this keyword.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GeneratedImageMask.labels" title="genai.types.GeneratedImageMask.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(list[genai.types.EntityLabel]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GeneratedImageMask.mask" title="genai.types.GeneratedImageMask.mask"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageMask.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EntityLabel" title="genai.types.EntityLabel"><code class="xref py py-class docutils literal notranslate"><span class="pre">EntityLabel</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedImageMask.labels" title="Link to this definition">¶</a></dt>
-<dd><p>The detected entities on the segmented area.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema.maximum">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">maximum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.maximum" title="Link to this definition">¶</a></dt>
+<dd><p>Validation succeeds if the numeric instance is less than or equal to the given number.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -92931,9 +148883,113 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageMask.mask">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedImageMask.mask" title="Link to this definition">¶</a></dt>
-<dd><p>The generated image mask.</p>
+<dt class="sig sig-object py" id="genai.types.JSONSchema.min_items">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min_items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'minItems')</span></em><a class="headerlink" href="#genai.types.JSONSchema.min_items" title="Link to this definition">¶</a></dt>
+<dd><p>An array instance is valid if its size is greater than, or equal to, the value of this keyword.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.min_length">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min_length</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'minLength')</span></em><a class="headerlink" href="#genai.types.JSONSchema.min_length" title="Link to this definition">¶</a></dt>
+<dd><p>A string instance is valid against this keyword if its length is greater than, or equal to, the value of this keyword.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.min_properties">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min_properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'minProperties')</span></em><a class="headerlink" href="#genai.types.JSONSchema.min_properties" title="Link to this definition">¶</a></dt>
+<dd><p>An object instance is valid if its number of properties is greater than, or equal to, the value of this keyword.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.minimum">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">minimum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.minimum" title="Link to this definition">¶</a></dt>
+<dd><p>Validation succeeds if the numeric instance is greater than or equal to the given number.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.one_of">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">one_of</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'oneOf')</span></em><a class="headerlink" href="#genai.types.JSONSchema.one_of" title="Link to this definition">¶</a></dt>
+<dd><p>An instance validates successfully against this keyword if it validates successfully against exactly one schema defined by this keyword’s value.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.pattern">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pattern</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.pattern" title="Link to this definition">¶</a></dt>
+<dd><p>A string instance is considered valid if the regular expression matches the instance successfully.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.properties">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <span class="pre">JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.properties" title="Link to this definition">¶</a></dt>
+<dd><p>Validation succeeds if, for each name that appears in both the instance and as a name within this keyword’s value, the child instance for that name successfully validates against the corresponding schema.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.ref">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ref</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'$ref')</span></em><a class="headerlink" href="#genai.types.JSONSchema.ref" title="Link to this definition">¶</a></dt>
+<dd><p>Allows indirect references between schema nodes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.required">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">required</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.required" title="Link to this definition">¶</a></dt>
+<dd><p>An object instance is valid against this keyword if every item in the array is the name of a property in the instance.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -92943,103 +148999,147 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.title">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.title" title="Link to this definition">¶</a></dt>
+<dd><p>A preferably short description about the purpose of the instance described by the schema.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JSONSchemaType" title="genai.types.JSONSchemaType"><code class="xref py py-class docutils literal notranslate"><span class="pre">JSONSchemaType</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JSONSchemaType" title="genai.types.JSONSchemaType"><code class="xref py py-class docutils literal notranslate"><span class="pre">JSONSchemaType</span></code></a><span class="pre">],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.type" title="Link to this definition">¶</a></dt>
+<dd><p>Validation succeeds if the type of the instance matches the type represented by the given type, or matches at least one of the given types.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JSONSchema.unique_items">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">unique_items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'uniqueItems')</span></em><a class="headerlink" href="#genai.types.JSONSchema.unique_items" title="Link to this definition">¶</a></dt>
+<dd><p>Boolean value that indicates whether the items in an array are unique.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JSONSchemaType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.JSONSchemaType" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
+<p>The type of the data supported by JSON Schema.</p>
+<p>The values of the enums are lower case strings, while the values of the enums
+for the Type class are upper case strings.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.ARRAY">
+<span class="sig-name descname"><span class="pre">ARRAY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'array'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.ARRAY" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.BOOLEAN">
+<span class="sig-name descname"><span class="pre">BOOLEAN</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'boolean'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.BOOLEAN" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.INTEGER">
+<span class="sig-name descname"><span class="pre">INTEGER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'integer'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.INTEGER" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.NULL">
+<span class="sig-name descname"><span class="pre">NULL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'null'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.NULL" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.NUMBER">
+<span class="sig-name descname"><span class="pre">NUMBER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'number'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.NUMBER" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageMaskDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedImageMaskDict</span></span><a class="headerlink" href="#genai.types.GeneratedImageMaskDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A generated image mask.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageMaskDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EntityLabelDict" title="genai.types.EntityLabelDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EntityLabelDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GeneratedImageMaskDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>The detected entities on the segmented area.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.OBJECT">
+<span class="sig-name descname"><span class="pre">OBJECT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'object'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.OBJECT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedImageMaskDict.mask">
-<span class="sig-name descname"><span class="pre">mask</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedImageMaskDict.mask" title="Link to this definition">¶</a></dt>
-<dd><p>The generated image mask.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.JSONSchemaType.STRING">
+<span class="sig-name descname"><span class="pre">STRING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'string'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.STRING" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GeneratedVideo">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedVideo</span></span><a class="headerlink" href="#genai.types.GeneratedVideo" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.JobError">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JobError</span></span><a class="headerlink" href="#genai.types.JobError" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A generated video.</p>
+<p>Job error.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedVideo&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Video&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output video&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A generated video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to another storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobytes&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video encoding, for example ``video/mp4``.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -93049,16 +149149,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GeneratedVideo.video" title="genai.types.GeneratedVideo.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(genai.types.Video</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JobError.code" title="genai.types.JobError.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JobError.details" title="genai.types.JobError.details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">details</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.JobError.message" title="genai.types.JobError.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GeneratedVideo.video">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Video" title="genai.types.Video"><code class="xref py py-class docutils literal notranslate"><span class="pre">Video</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GeneratedVideo.video" title="Link to this definition">¶</a></dt>
-<dd><p>The output video</p>
+<dt class="sig sig-object py" id="genai.types.JobError.code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JobError.code" title="Link to this definition">¶</a></dt>
+<dd><p>The status code.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JobError.details">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JobError.details" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.JobError.message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JobError.message" title="Link to this definition">¶</a></dt>
+<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the <cite>details</cite> field.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -93071,458 +149199,792 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GeneratedVideoDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GeneratedVideoDict</span></span><a class="headerlink" href="#genai.types.GeneratedVideoDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.JobErrorDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JobErrorDict</span></span><a class="headerlink" href="#genai.types.JobErrorDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A generated video.</p>
+<p>Job error.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GeneratedVideoDict.video">
-<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoDict" title="genai.types.VideoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GeneratedVideoDict.video" title="Link to this definition">¶</a></dt>
-<dd><p>The output video</p>
+<dt class="sig sig-object py" id="genai.types.JobErrorDict.code">
+<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.JobErrorDict.code" title="Link to this definition">¶</a></dt>
+<dd><p>The status code.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobErrorDict.details">
+<span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.JobErrorDict.details" title="Link to this definition">¶</a></dt>
+<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobErrorDict.message">
+<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.JobErrorDict.message" title="Link to this definition">¶</a></dt>
+<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the <cite>details</cite> field.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.JobState">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JobState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.JobState" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Job state.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_CANCELLED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_CANCELLED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_CANCELLED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_CANCELLED" title="Link to this definition">¶</a></dt>
+<dd><p>The job has been cancelled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_CANCELLING">
+<span class="sig-name descname"><span class="pre">JOB_STATE_CANCELLING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_CANCELLING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_CANCELLING" title="Link to this definition">¶</a></dt>
+<dd><p>The job is being cancelled. From this state the job may only go to either <cite>JOB_STATE_SUCCEEDED</cite>, <cite>JOB_STATE_FAILED</cite> or <cite>JOB_STATE_CANCELLED</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_EXPIRED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_EXPIRED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_EXPIRED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_EXPIRED" title="Link to this definition">¶</a></dt>
+<dd><p>The job has expired.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_FAILED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_FAILED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_FAILED" title="Link to this definition">¶</a></dt>
+<dd><p>The job failed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_PARTIALLY_SUCCEEDED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_PARTIALLY_SUCCEEDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_PARTIALLY_SUCCEEDED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_PARTIALLY_SUCCEEDED" title="Link to this definition">¶</a></dt>
+<dd><p>The job is partially succeeded, some results may be missing due to errors.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_PAUSED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_PAUSED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_PAUSED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_PAUSED" title="Link to this definition">¶</a></dt>
+<dd><p>The job has been stopped, and can be resumed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_PENDING">
+<span class="sig-name descname"><span class="pre">JOB_STATE_PENDING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_PENDING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_PENDING" title="Link to this definition">¶</a></dt>
+<dd><p>The service is preparing to run the job.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_QUEUED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_QUEUED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_QUEUED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_QUEUED" title="Link to this definition">¶</a></dt>
+<dd><p>The job has been just created or resumed and processing has not yet begun.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_RUNNING">
+<span class="sig-name descname"><span class="pre">JOB_STATE_RUNNING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_RUNNING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_RUNNING" title="Link to this definition">¶</a></dt>
+<dd><p>The job is in progress.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_SUCCEEDED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_SUCCEEDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_SUCCEEDED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_SUCCEEDED" title="Link to this definition">¶</a></dt>
+<dd><p>The job completed successfully.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">JOB_STATE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The job state is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_UPDATING">
+<span class="sig-name descname"><span class="pre">JOB_STATE_UPDATING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_UPDATING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_UPDATING" title="Link to this definition">¶</a></dt>
+<dd><p>The job is being updated. Only jobs in the <cite>JOB_STATE_RUNNING</cite> state can be updated. After updating, the job goes back to the <cite>JOB_STATE_RUNNING</cite> state.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfig</span></span><a class="headerlink" href="#genai.types.GenerationConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LLMBasedMetricSpec</span></span><a class="headerlink" href="#genai.types.LLMBasedMetricSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Generation config.</p>
+<p>Specification for an LLM based metric.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -93535,66 +149997,61 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -93604,69 +150061,53 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
@@ -93935,6 +150376,41 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
@@ -94052,6 +150528,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the rubric content type.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RUBRIC_CONTENT_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROPERTY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NL_QUESTION_ANSWER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON_CODE_ASSERTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricContentType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for how rubrics should be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt used to generate rubrics.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricContentType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of rubric content to be generated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricTypeOntology&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional, pre-defined list of allowed types for generated rubrics.\n      If this field is provided, it implies `include_rubric_type` should be true,\n      and the generated rubric types should be chosen from this ontology.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubrictypeontology&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
@@ -94529,816 +151065,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.audio_timestamp" title="genai.types.GenerationConfig.audio_timestamp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_timestamp</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.audio_transcription_config" title="genai.types.GenerationConfig.audio_transcription_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_transcription_config</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.candidate_count" title="genai.types.GenerationConfig.candidate_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidate_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.enable_affective_dialog" title="genai.types.GenerationConfig.enable_affective_dialog"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_affective_dialog</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.enable_enhanced_civic_answers" title="genai.types.GenerationConfig.enable_enhanced_civic_answers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_enhanced_civic_answers</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.frequency_penalty" title="genai.types.GenerationConfig.frequency_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">frequency_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.logprobs" title="genai.types.GenerationConfig.logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logprobs</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.max_output_tokens" title="genai.types.GenerationConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.media_resolution" title="genai.types.GenerationConfig.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.MediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.model_selection_config" title="genai.types.GenerationConfig.model_selection_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_selection_config</span> <span class="pre">(genai.types.ModelSelectionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.presence_penalty" title="genai.types.GenerationConfig.presence_penalty"><code class="xref py py-obj docutils literal notranslate"><span class="pre">presence_penalty</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_format" title="genai.types.GenerationConfig.response_format"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_format</span> <span class="pre">(list[genai.types.ResponseFormat]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_json_schema" title="genai.types.GenerationConfig.response_json_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_json_schema</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_logprobs" title="genai.types.GenerationConfig.response_logprobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_logprobs</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_mime_type" title="genai.types.GenerationConfig.response_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_modalities" title="genai.types.GenerationConfig.response_modalities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[genai.types.Modality]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.response_schema" title="genai.types.GenerationConfig.response_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_schema</span> <span class="pre">(genai.types.Schema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.routing_config" title="genai.types.GenerationConfig.routing_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">routing_config</span> <span class="pre">(genai.types.GenerationConfigRoutingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.seed" title="genai.types.GenerationConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.speech_config" title="genai.types.GenerationConfig.speech_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.stop_sequences" title="genai.types.GenerationConfig.stop_sequences"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stop_sequences</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.temperature" title="genai.types.GenerationConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.thinking_config" title="genai.types.GenerationConfig.thinking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_config</span> <span class="pre">(genai.types.ThinkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.top_k" title="genai.types.GenerationConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.top_p" title="genai.types.GenerationConfig.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfig.translation_config" title="genai.types.GenerationConfig.translation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">translation_config</span> <span class="pre">(genai.types.TranslationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.audio_timestamp">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTimestamp')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.audio_timestamp" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.audio_transcription_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTranscriptionConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.audio_transcription_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.candidate_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidateCount')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.candidate_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of candidate responses to generate. A higher <cite>candidate_count</cite> can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.enable_affective_dialog">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableAffectiveDialog')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.enable_affective_dialog" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.enable_enhanced_civic_answers">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableEnhancedCivicAnswers')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.frequency_penalty">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'frequencyPenalty')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.frequency_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.logprobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerationConfig.logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.max_output_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.media_resolution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.model_selection_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfig" title="genai.types.ModelSelectionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelSelectionConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.model_selection_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for model selection.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.presence_penalty">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'presencePenalty')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.presence_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_format">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseFormat" title="genai.types.ResponseFormat"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseFormat</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseFormat')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_format" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. New response format field for the model to configure output formatting and delivery.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_json_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseJsonSchema')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Output schema of the generated response. This is an alternative to
-<cite>response_schema</cite> that accepts [JSON Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_logprobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseLogprobs')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model’s confidence in its own output and for debugging.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseMimeType')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include ‘text/plain’ (default) and ‘application/json’. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use <cite>response_format</cite> instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_modalities">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseModalities')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to <cite>[TEXT, IMAGE]</cite>, the response will include both text and an image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.response_schema">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Schema" title="genai.types.Schema"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schema</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseSchema')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.response_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Lets you to specify a schema for the model’s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](<a class="reference external" href="https://spec.openapis.org/oas/v3.0.3#schema">https://spec.openapis.org/oas/v3.0.3#schema</a>) object. When this field is set, you must also set the <cite>response_mime_type</cite> to <cite>application/json</cite>. Deprecated: Use <cite>response_format</cite> instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.routing_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig" title="genai.types.GenerationConfigRoutingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'routingConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.routing_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Routing configuration. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerationConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A seed for the random number generator. By setting a seed, you can make the model’s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it’s not a guaranteed absolute deterministic behavior. This is different from parameters like <cite>temperature</cite>, which control the <em>level</em> of randomness. <cite>seed</cite> ensures that the “random” choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.speech_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speechConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The speech generation config.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.stop_sequences">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stopSequences')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.stop_sequences" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [”
-“, “###”] to stop generation at a new line or a specific marker.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.temperature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GenerationConfig.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.thinking_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.thinking_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Configuration for thinking features. An error will be returned if this field is set for models that don’t support thinking.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most likely words.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.top_p">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least <cite>top_p</cite>. This helps generate more diverse and less repetitive responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfig.translation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfig" title="genai.types.TranslationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'translationConfig')</span></em><a class="headerlink" href="#genai.types.GenerationConfig.translation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for translation. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Generation config.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.audio_timestamp">
-<span class="sig-name descname"><span class="pre">audio_timestamp</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.audio_timestamp" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.audio_transcription_config">
-<span class="sig-name descname"><span class="pre">audio_transcription_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.audio_transcription_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Configuration for audio transcription (speech recognition).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.candidate_count">
-<span class="sig-name descname"><span class="pre">candidate_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.candidate_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of candidate responses to generate. A higher <cite>candidate_count</cite> can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.enable_affective_dialog">
-<span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.enable_affective_dialog" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.enable_enhanced_civic_answers">
-<span class="sig-name descname"><span class="pre">enable_enhanced_civic_answers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.enable_enhanced_civic_answers" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.frequency_penalty">
-<span class="sig-name descname"><span class="pre">frequency_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.frequency_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.logprobs">
-<span class="sig-name descname"><span class="pre">logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.max_output_tokens">
-<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.media_resolution">
-<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.model_selection_config">
-<span class="sig-name descname"><span class="pre">model_selection_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelSelectionConfigDict" title="genai.types.ModelSelectionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelSelectionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.model_selection_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for model selection.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.presence_penalty">
-<span class="sig-name descname"><span class="pre">presence_penalty</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.presence_penalty" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_format">
-<span class="sig-name descname"><span class="pre">response_format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseFormatDict" title="genai.types.ResponseFormatDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseFormatDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_format" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. New response format field for the model to configure output formatting and delivery.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_json_schema">
-<span class="sig-name descname"><span class="pre">response_json_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_json_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Output schema of the generated response. This is an alternative to
-<cite>response_schema</cite> that accepts [JSON Schema](<a class="reference external" href="https://json-schema.org/">https://json-schema.org/</a>).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_logprobs">
-<span class="sig-name descname"><span class="pre">response_logprobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_logprobs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model’s confidence in its own output and for debugging.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_mime_type">
-<span class="sig-name descname"><span class="pre">response_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Use <cite>response_format</cite> instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include ‘text/plain’ (default) and ‘application/json’. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_modalities">
-<span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to <cite>[TEXT, IMAGE]</cite>, the response will include both text and an image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.response_schema">
-<span class="sig-name descname"><span class="pre">response_schema</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SchemaDict" title="genai.types.SchemaDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SchemaDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.response_schema" title="Link to this definition">¶</a></dt>
-<dd><p>Use <cite>response_format</cite> instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Lets you to specify a schema for the model’s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>//spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the <cite>response_mime_type</cite> to <cite>application/json</cite>. Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.routing_config">
-<span class="sig-name descname"><span class="pre">routing_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigDict" title="genai.types.GenerationConfigRoutingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.routing_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Routing configuration. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A seed for the random number generator. By setting a seed, you can make the model’s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it’s not a guaranteed absolute deterministic behavior. This is different from parameters like <cite>temperature</cite>, which control the <em>level</em> of randomness. <cite>seed</cite> ensures that the “random” choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.speech_config">
-<span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfigDict" title="genai.types.SpeechConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The speech generation config.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.stop_sequences">
-<span class="sig-name descname"><span class="pre">stop_sequences</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.stop_sequences" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [”
-“, “###”] to stop generation at a new line or a specific marker.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.temperature">
-<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.thinking_config">
-<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.thinking_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Configuration for thinking features. An error will be returned if this field is set for models that don’t support thinking.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most likely words.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.top_p">
-<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least <cite>top_p</cite>. This helps generate more diverse and less repetitive responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigDict.translation_config">
-<span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfigDict" title="genai.types.TranslationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigDict.translation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for translation. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfig</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The configuration for routing the request to a specific model.</p>
-<p>This can be used to control which model is used for the generation, either
-automatically or by specifying a model name. This data type is not supported
-in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -95346,18 +151186,76 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -95367,11 +151265,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -95382,17 +151280,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig.auto_mode" title="genai.types.GenerationConfigRoutingConfig.auto_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auto_mode</span> <span class="pre">(genai.types.GenerationConfigRoutingConfigAutoRoutingMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfig.manual_mode" title="genai.types.GenerationConfigRoutingConfig.manual_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">manual_mode</span> <span class="pre">(genai.types.GenerationConfigRoutingConfigManualRoutingMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.additional_config" title="genai.types.LLMBasedMetricSpec.additional_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">additional_config</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.judge_autorater_config" title="genai.types.LLMBasedMetricSpec.judge_autorater_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">judge_autorater_config</span> <span class="pre">(genai.types.AutoraterConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.metric_prompt_template" title="genai.types.LLMBasedMetricSpec.metric_prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec" title="genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">predefined_rubric_generation_spec</span> <span class="pre">(genai.types.PredefinedMetricSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.result_parser_config" title="genai.types.LLMBasedMetricSpec.result_parser_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">result_parser_config</span> <span class="pre">(genai.types.EvaluationParserConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.rubric_generation_spec" title="genai.types.LLMBasedMetricSpec.rubric_generation_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rubric_generation_spec</span> <span class="pre">(genai.types.RubricGenerationSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.rubric_group_key" title="genai.types.LLMBasedMetricSpec.rubric_group_key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rubric_group_key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.system_instruction" title="genai.types.LLMBasedMetricSpec.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfig.auto_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auto_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode" title="genai.types.GenerationConfigRoutingConfigAutoRoutingMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigAutoRoutingMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoMode')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfig.auto_mode" title="Link to this definition">¶</a></dt>
-<dd><p>In this mode, the model is selected automatically based on the content of the request.</p>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.additional_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">additional_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'additionalConfig')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.additional_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Optional additional configuration for the metric.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -95403,9 +151307,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfig.manual_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">manual_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode" title="genai.types.GenerationConfigRoutingConfigManualRoutingMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigManualRoutingMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'manualMode')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfig.manual_mode" title="Link to this definition">¶</a></dt>
-<dd><p>In this mode, the model is specified manually.</p>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.judge_autorater_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">judge_autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfig" title="genai.types.AutoraterConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'judgeAutoraterConfig')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.judge_autorater_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional configuration for the judge LLM (Autorater).</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -95415,63 +151319,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingMode">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigAutoRoutingMode</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The configuration for automated routing.</p>
-<p>When automated routing is specified, the routing will be determined by the
-pretrained routing model and customer provided model routing preference. This
-data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                  </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                  </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                  </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.metric_prompt_template">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricPromptTemplate')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.metric_prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>Template for the prompt sent to the judge model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference" title="genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_routing_preference</span> <span class="pre">(Literal['UNKNOWN',</span> <span class="pre">'PRIORITIZE_QUALITY',</span> <span class="pre">'BALANCED',</span> <span class="pre">'PRIORITIZE_COST']</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_routing_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'UNKNOWN'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_QUALITY'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'BALANCED'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_COST'</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelRoutingPreference')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference" title="Link to this definition">¶</a></dt>
-<dd><p>The model routing preference.</p>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">predefined_rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PredefinedMetricSpec" title="genai.types.PredefinedMetricSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">PredefinedMetricSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'predefinedRubricGenerationSpec')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec" title="Link to this definition">¶</a></dt>
+<dd><p>Dynamically generate rubrics using a predefined spec.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -95481,94 +151345,50 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.result_parser_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">result_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfig" title="genai.types.EvaluationParserConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'resultParserConfig')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.result_parser_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The parser config for the metric result.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigAutoRoutingModeDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The configuration for automated routing.</p>
-<p>When automated routing is specified, the routing will be determined by the
-pretrained routing model and customer provided model routing preference. This
-data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict.model_routing_preference">
-<span class="sig-name descname"><span class="pre">model_routing_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'UNKNOWN'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_QUALITY'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'BALANCED'</span></code><span class="pre">,</span> <code class="docutils literal notranslate"><span class="pre">'PRIORITIZE_COST'</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict.model_routing_preference" title="Link to this definition">¶</a></dt>
-<dd><p>The model routing preference.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The configuration for routing the request to a specific model.</p>
-<p>This can be used to control which model is used for the generation, either
-automatically or by specifying a model name. This data type is not supported
-in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigDict.auto_mode">
-<span class="sig-name descname"><span class="pre">auto_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict" title="genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigAutoRoutingModeDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigDict.auto_mode" title="Link to this definition">¶</a></dt>
-<dd><p>In this mode, the model is selected automatically based on the content of the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigDict.manual_mode">
-<span class="sig-name descname"><span class="pre">manual_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigManualRoutingModeDict" title="genai.types.GenerationConfigRoutingConfigManualRoutingModeDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigRoutingConfigManualRoutingModeDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigDict.manual_mode" title="Link to this definition">¶</a></dt>
-<dd><p>In this mode, the model is specified manually.</p>
-</dd></dl>
-
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.rubric_generation_spec">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RubricGenerationSpec" title="genai.types.RubricGenerationSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">RubricGenerationSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rubricGenerationSpec')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.rubric_generation_spec" title="Link to this definition">¶</a></dt>
+<dd><p>Dynamically generate rubrics using this specification.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingMode">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigManualRoutingMode</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The configuration for manual routing.</p>
-<p>When manual routing is specified, the model will be selected based on the
-model name provided. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.rubric_group_key">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rubric_group_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rubricGroupKey')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.rubric_group_key" title="Link to this definition">¶</a></dt>
+<dd><p>Use a pre-defined group of rubrics associated with the input.
+Refers to a key in the rubric_groups map of EvaluationInstance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name" title="genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelName')</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the model to use. Only public LLM models are accepted.</p>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>System instruction for the judge model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -95581,261 +151401,142 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingModeDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigRoutingConfigManualRoutingModeDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingModeDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LLMBasedMetricSpecDict</span></span><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The configuration for manual routing.</p>
-<p>When manual routing is specified, the model will be selected based on the
-model name provided. This data type is not supported in Gemini API.</p>
+<p>Specification for an LLM based metric.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigRoutingConfigManualRoutingModeDict.model_name">
-<span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigRoutingConfigManualRoutingModeDict.model_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the model to use. Only public LLM models are accepted.</p>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.additional_config">
+<span class="sig-name descname"><span class="pre">additional_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.additional_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Optional additional configuration for the metric.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.judge_autorater_config">
+<span class="sig-name descname"><span class="pre">judge_autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfigDict" title="genai.types.AutoraterConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.judge_autorater_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional configuration for the judge LLM (Autorater).</p>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigThinkingConfig</span></span><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a></p>
-<p>Config for thinking feature.</p>
-<p>This class will be deprecated. Please use <cite>ThinkingConfig</cite> instead.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking feature.\n\nThis class will be deprecated. Please use `ThinkingConfig` instead.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.metric_prompt_template">
+<span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.metric_prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>Template for the prompt sent to the judge model.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GenerationConfigThinkingConfigDict</span></span><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a></p>
-<p>Config for thinking feature.</p>
-<p>This class will be deprecated. Please use <cite>ThinkingConfig</cite> instead.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict.include_thoughts">
-<span class="sig-name descname"><span class="pre">include_thoughts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict.include_thoughts" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.predefined_rubric_generation_spec">
+<span class="sig-name descname"><span class="pre">predefined_rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PredefinedMetricSpecDict" title="genai.types.PredefinedMetricSpecDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PredefinedMetricSpecDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.predefined_rubric_generation_spec" title="Link to this definition">¶</a></dt>
+<dd><p>Dynamically generate rubrics using a predefined spec.</p>
+</dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict.thinking_budget">
-<span class="sig-name descname"><span class="pre">thinking_budget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict.thinking_budget" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.result_parser_config">
+<span class="sig-name descname"><span class="pre">result_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfigDict" title="genai.types.EvaluationParserConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.result_parser_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The parser config for the metric result.</p>
+</dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GenerationConfigThinkingConfigDict.thinking_level">
-<span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingLevel" title="genai.types.ThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GenerationConfigThinkingConfigDict.thinking_level" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.rubric_generation_spec">
+<span class="sig-name descname"><span class="pre">rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RubricGenerationSpecDict" title="genai.types.RubricGenerationSpecDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RubricGenerationSpecDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.rubric_generation_spec" title="Link to this definition">¶</a></dt>
+<dd><p>Dynamically generate rubrics using this specification.</p>
+</dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.rubric_group_key">
+<span class="sig-name descname"><span class="pre">rubric_group_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.rubric_group_key" title="Link to this definition">¶</a></dt>
+<dd><p>Use a pre-defined group of rubrics associated with the input.
+Refers to a key in the rubric_groups map of EvaluationInstance.</p>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetBatchJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetBatchJobConfig</span></span><a class="headerlink" href="#genai.types.GetBatchJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetBatchJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetBatchJobConfig.http_options" title="genai.types.GetBatchJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetBatchJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetBatchJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>System instruction for the judge model.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetBatchJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetBatchJobConfigDict</span></span><a class="headerlink" href="#genai.types.GetBatchJobConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters.</p>
+<dt class="sig sig-object py" id="genai.types.Language">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Language</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Language" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Programming language of the <cite>code</cite>.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetBatchJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetBatchJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.Language.LANGUAGE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">LANGUAGE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LANGUAGE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Language.LANGUAGE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified language. This value should not be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Language.PYTHON">
+<span class="sig-name descname"><span class="pre">PYTHON</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PYTHON'</span></em><a class="headerlink" href="#genai.types.Language.PYTHON" title="Link to this definition">¶</a></dt>
+<dd><p>Python &gt;= 3.10, with numpy and simpy available.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetCachedContentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetCachedContentConfig</span></span><a class="headerlink" href="#genai.types.GetCachedContentConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LanguageAuto">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageAuto</span></span><a class="headerlink" href="#genai.types.LanguageAuto" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for caches.get method.</p>
+<p>Deprecated: Language auto-detection is now the default when language_codes is omitted.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetCachedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetCachedContentConfig.http_options" title="genai.types.GetCachedContentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetCachedContentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetCachedContentConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
 </dl>
 </dd></dl>
 
-</dd></dl>
-
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetCachedContentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetCachedContentConfigDict</span></span><a class="headerlink" href="#genai.types.GetCachedContentConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LanguageAutoDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageAutoDict</span></span><a class="headerlink" href="#genai.types.LanguageAutoDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for caches.get method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetCachedContentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetCachedContentConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
+<p>Deprecated: Language auto-detection is now the default when language_codes is omitted.</p>
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetDocumentConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetDocumentConfig</span></span><a class="headerlink" href="#genai.types.GetDocumentConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LanguageHints">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageHints</span></span><a class="headerlink" href="#genai.types.LanguageHints" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional Config.</p>
+<p>Deprecated: Use AudioTranscriptionConfig.language_codes instead.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetDocumentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -95845,16 +151546,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetDocumentConfig.http_options" title="genai.types.GetDocumentConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LanguageHints.language_codes" title="genai.types.LanguageHints.language_codes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language_codes</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetDocumentConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetDocumentConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.LanguageHints.language_codes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'languageCodes')</span></em><a class="headerlink" href="#genai.types.LanguageHints.language_codes" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. BCP-47 language codes.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -95867,35 +151568,61 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetDocumentConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetDocumentConfigDict</span></span><a class="headerlink" href="#genai.types.GetDocumentConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LanguageHintsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageHintsDict</span></span><a class="headerlink" href="#genai.types.LanguageHintsDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional Config.</p>
+<p>Deprecated: Use AudioTranscriptionConfig.language_codes instead.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetDocumentConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetDocumentConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.LanguageHintsDict.language_codes">
+<span class="sig-name descname"><span class="pre">language_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LanguageHintsDict.language_codes" title="Link to this definition">¶</a></dt>
+<dd><p>Deprecated. BCP-47 language codes.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetFileConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileConfig</span></span><a class="headerlink" href="#genai.types.GetFileConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LatLng">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LatLng</span></span><a class="headerlink" href="#genai.types.LatLng" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
+<p>An object that represents a latitude/longitude pair.</p>
+<p>This is expressed as a pair of doubles to represent degrees latitude and
+degrees longitude. Unless specified otherwise, this object must conform to the
+WGS84 standard. Values must be within normalized ranges.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -95905,16 +151632,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetFileConfig.http_options" title="genai.types.GetFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LatLng.latitude" title="genai.types.LatLng.latitude"><code class="xref py py-obj docutils literal notranslate"><span class="pre">latitude</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LatLng.longitude" title="genai.types.LatLng.longitude"><code class="xref py py-obj docutils literal notranslate"><span class="pre">longitude</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetFileConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetFileConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.LatLng.latitude">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">latitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LatLng.latitude" title="Link to this definition">¶</a></dt>
+<dd><p>The latitude in degrees. It must be in the range [-90.0, +90.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LatLng.longitude">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">longitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LatLng.longitude" title="Link to this definition">¶</a></dt>
+<dd><p>The longitude in degrees. It must be in the range [-180.0, +180.0].</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -95927,35 +151668,338 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetFileConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileConfigDict</span></span><a class="headerlink" href="#genai.types.GetFileConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LatLngDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LatLngDict</span></span><a class="headerlink" href="#genai.types.LatLngDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
+<p>An object that represents a latitude/longitude pair.</p>
+<p>This is expressed as a pair of doubles to represent degrees latitude and
+degrees longitude. Unless specified otherwise, this object must conform to the
+WGS84 standard. Values must be within normalized ranges.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetFileConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
+<dt class="sig sig-object py" id="genai.types.LatLngDict.latitude">
+<span class="sig-name descname"><span class="pre">latitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LatLngDict.latitude" title="Link to this definition">¶</a></dt>
+<dd><p>The latitude in degrees. It must be in the range [-90.0, +90.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LatLngDict.longitude">
+<span class="sig-name descname"><span class="pre">longitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LatLngDict.longitude" title="Link to this definition">¶</a></dt>
+<dd><p>The longitude in degrees. It must be in the range [-180.0, +180.0].</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileSearchStoreConfig</span></span><a class="headerlink" href="#genai.types.GetFileSearchStoreConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsConfig</span></span><a class="headerlink" href="#genai.types.ListBatchJobsConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for getting a FileSearchStore.</p>
+<p>Config for optional parameters.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetFileSearchStoreConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListBatchJobsConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for optional parameters.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -95965,17 +152009,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetFileSearchStoreConfig.http_options" title="genai.types.GetFileSearchStoreConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.filter" title="genai.types.ListBatchJobsConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.http_options" title="genai.types.ListBatchJobsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.page_size" title="genai.types.ListBatchJobsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.page_token" title="genai.types.ListBatchJobsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetFileSearchStoreConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.filter" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -95984,56 +152030,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetFileSearchStoreConfigDict</span></span><a class="headerlink" href="#genai.types.GetFileSearchStoreConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for getting a FileSearchStore.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetFileSearchStoreConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetFileSearchStoreConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetModelConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetModelConfig</span></span><a class="headerlink" href="#genai.types.GetModelConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for models.get method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetModelConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetModelConfig.http_options" title="genai.types.GetModelConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetModelConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetModelConfig.http_options" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.http_options" title="Link to this definition">¶</a></dt>
 <dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
@@ -96044,57 +152043,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetModelConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetModelConfigDict</span></span><a class="headerlink" href="#genai.types.GetModelConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for models.get method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetModelConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetModelConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetOperationConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetOperationConfig</span></span><a class="headerlink" href="#genai.types.GetOperationConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetOperationConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetOperationConfig.http_options" title="genai.types.GetOperationConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetOperationConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetOperationConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -96103,57 +152055,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetOperationConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetOperationConfigDict</span></span><a class="headerlink" href="#genai.types.GetOperationConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetOperationConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetOperationConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GetTuningJobConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetTuningJobConfig</span></span><a class="headerlink" href="#genai.types.GetTuningJobConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for tunings.get method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GetTuningJobConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GetTuningJobConfig.http_options" title="genai.types.GetTuningJobConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GetTuningJobConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.GetTuningJobConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -96165,77 +152070,918 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GetTuningJobConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GetTuningJobConfigDict</span></span><a class="headerlink" href="#genai.types.GetTuningJobConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsConfigDict</span></span><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for tunings.get method.</p>
+<p>Config for optional parameters.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GetTuningJobConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GetTuningJobConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.filter">
+<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.filter" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.http_options" title="Link to this definition">¶</a></dt>
 <dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleMaps">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMaps</span></span><a class="headerlink" href="#genai.types.GoogleMaps" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsResponse</span></span><a class="headerlink" href="#genai.types.ListBatchJobsResponse" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tool to retrieve knowledge from Google Maps.</p>
+<p>Config for batches.list return value.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListBatchJobsResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for batches.list return value.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;batchJobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJob&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchjobs&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximumRemoteCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximumremotecalls&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ignoreCallHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ignorecallhistory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticFunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BatchJob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for batches.create return value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the BatchJob. Output only.\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the BatchJob.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The state of the BatchJob.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Only populated when the job&#39;s state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time when the BatchJob was created.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the Job for the first time entered the `JOB_STATE_RUNNING` state.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time when the BatchJob was completed. This field is for Gemini Enterprise Agent Platform only.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time when the BatchJob was last updated.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model that produces the predictions via the BatchJob.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;src&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJobSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the input data. This field is for Gemini Enterprise Agent Platform only.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;dest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJobDestination&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the output data.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;completionStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompletionStats&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics on completed and failed prediction instances. This field is for Gemini Enterprise Agent Platform only.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BatchJobOutputInfo&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information further describing the output of this job. Output only.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BatchJobDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `dest` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storage format of the output files. Must be one of:\n      &#39;jsonl&#39;, &#39;bigquery&#39;, &#39;vertex-dataset&#39;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage URI to the output file.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery URI to the output table.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigqueryuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the output data\n      (e.g. \&quot;files/12345\&quot;). The file will be a JSONL file with a single response\n      per line. The responses will be GenerateContentResponse messages formatted\n      as JSON. The responses will be written in the same order as the input\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlinedResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedResponse&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The responses to the requests in the batch. Returned when the batch was\n      built using inlined requests. The responses will be in the same order as\n      the input requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedresponses&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlinedEmbedContentResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedEmbedContentResponse&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The responses to the requests in the batch. Returned when the batch was\n      built using inlined requests. The responses will be in the same order as\n      the input requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedembedcontentresponses&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexMultimodalDatasetDestination&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset destination.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BatchJobOutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the `output_info` field in batch jobs.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexMultimodalDatasetName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset name containing the output data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexmultimodaldatasetname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full path of the Cloud Storage directory created, into which the prediction output is written.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryOutputTable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the BigQuery table created, in `predictions_TIMESTAMP` format, into which the prediction output is written.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigqueryoutputtable&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobOutputInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BatchJobSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `src` parameter.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storage format of the input files. Must be one of:\n      &#39;jsonl&#39;, &#39;bigquery&#39;, &#39;vertex-dataset&#39;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage URIs to input files.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery URI to input table.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigqueryuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s file resource name of the input data\n      (e.g. \&quot;files/12345\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filename&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlinedRequests&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InlinedRequest&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Gemini Developer API&#39;s inlined input data to run batch job.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlinedrequests&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexDatasetName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This field is experimental and may change in future versions. The Vertex AI dataset resource name to use as input. Must be of type multimodal.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vertexdatasetname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BatchJobSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -96245,35 +152991,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -96283,111 +153029,177 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CompletionStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;failedCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of entities for which any error was encountered.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Failedcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;incompleteCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. In cases when enough errors are encountered a job, pipeline, or operation may be failed as a whole. Below is the number of entities for which the processing had not been finished (either in successful or failed state). Set to -1 if the number is unknown (for example, the operation failed before the total entity number could be collected).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incompletecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;successfulCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of entities that had been processed successfully.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Successfulcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;successfulForecastPointCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of the successful forecast points that are generated by the forecasting model. This is ONLY used by the forecasting batch prediction.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Successfulforecastpointcount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompletionStats&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -96397,73 +153209,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -96473,10 +153316,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -96486,606 +153341,308 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GoogleMaps.auth_config" title="genai.types.GoogleMaps.auth_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auth_config</span> <span class="pre">(genai.types.AuthConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleMaps.enable_widget" title="genai.types.GoogleMaps.enable_widget"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_widget</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleMaps.grounding_types" title="genai.types.GoogleMaps.grounding_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_types</span> <span class="pre">(genai.types.GoogleMapsGroundingTypes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleMaps.auth_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfig" title="genai.types.AuthConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'authConfig')</span></em><a class="headerlink" href="#genai.types.GoogleMaps.auth_config" title="Link to this definition">¶</a></dt>
-<dd><p>The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleMaps.enable_widget">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_widget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableWidget')</span></em><a class="headerlink" href="#genai.types.GoogleMaps.enable_widget" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleMaps.grounding_types">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypes" title="genai.types.GoogleMapsGroundingTypes"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsGroundingTypes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingTypes')</span></em><a class="headerlink" href="#genai.types.GoogleMaps.grounding_types" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the types of Google Maps grounding to enable. Defaults to <cite>places</cite> when unset. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool to retrieve knowledge from Google Maps.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsDict.auth_config">
-<span class="sig-name descname"><span class="pre">auth_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AuthConfigDict" title="genai.types.AuthConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AuthConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsDict.auth_config" title="Link to this definition">¶</a></dt>
-<dd><p>The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsDict.enable_widget">
-<span class="sig-name descname"><span class="pre">enable_widget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsDict.enable_widget" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsDict.grounding_types">
-<span class="sig-name descname"><span class="pre">grounding_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypesDict" title="genai.types.GoogleMapsGroundingTypesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsGroundingTypesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsDict.grounding_types" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the types of Google Maps grounding to enable. Defaults to <cite>places</cite> when unset. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypes">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsGroundingTypes</span></span><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypes" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Defines the types of Google Maps grounding that can be enabled and their configurations.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypes.places" title="genai.types.GoogleMapsGroundingTypes.places"><code class="xref py py-obj docutils literal notranslate"><span class="pre">places</span> <span class="pre">(genai.types.GoogleMapsPlaces</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleMapsGroundingTypes.routing" title="genai.types.GoogleMapsGroundingTypes.routing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">routing</span> <span class="pre">(genai.types.GoogleMapsRouting</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypes.places">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">places</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsPlaces" title="genai.types.GoogleMapsPlaces"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsPlaces</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypes.places" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables grounding with Google Maps Places. This is the default grounding type when no <cite>GroundingTypes</cite> are specified.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypes.routing">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">routing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsRouting" title="genai.types.GoogleMapsRouting"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsRouting</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypes.routing" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypesDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsGroundingTypesDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypesDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Defines the types of Google Maps grounding that can be enabled and their configurations.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypesDict.places">
-<span class="sig-name descname"><span class="pre">places</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsPlacesDict" title="genai.types.GoogleMapsPlacesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsPlacesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypesDict.places" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables grounding with Google Maps Places. This is the default grounding type when no <cite>GroundingTypes</cite> are specified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsGroundingTypesDict.routing">
-<span class="sig-name descname"><span class="pre">routing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsRoutingDict" title="genai.types.GoogleMapsRoutingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsRoutingDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleMapsGroundingTypesDict.routing" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsPlaces">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsPlaces</span></span><a class="headerlink" href="#genai.types.GoogleMapsPlaces" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Grounding with Google Maps Places data (e.g.</p>
-<p>QueryPlaces). This is the default Google Maps grounding type when no other
-type is specified. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsPlacesDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsPlacesDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsPlacesDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Grounding with Google Maps Places data (e.g.</p>
-<p>QueryPlaces). This is the default Google Maps grounding type when no other
-type is specified. This data type is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsRouting">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsRouting</span></span><a class="headerlink" href="#genai.types.GoogleMapsRouting" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleMapsRoutingDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleMapsRoutingDict</span></span><a class="headerlink" href="#genai.types.GoogleMapsRoutingDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).</p>
-<p>This data type is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleRpcStatus</span></span><a class="headerlink" href="#genai.types.GoogleRpcStatus" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The <cite>Status</cite> type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.</p>
-<p>It is used by [gRPC](<a class="reference external" href="https://github.com/grpc">https://github.com/grpc</a>). Each <cite>Status</cite> message contains
-three pieces of data: error code, error message, and error details. You can
-find out more about this error model and how to work with it in the [API
-Design Guide](<a class="reference external" href="https://cloud.google.com/apis/design/errors">https://cloud.google.com/apis/design/errors</a>). This data type is
-not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GoogleRpcStatus.code" title="genai.types.GoogleRpcStatus.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleRpcStatus.details" title="genai.types.GoogleRpcStatus.details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">details</span> <span class="pre">(list[dict[str,</span> <span class="pre">Any]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleRpcStatus.message" title="genai.types.GoogleRpcStatus.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus.code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatus.code" title="Link to this definition">¶</a></dt>
-<dd><p>The status code, which should be an enum value of google.rpc.Code.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus.details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatus.details" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatus.message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatus.message" title="Link to this definition">¶</a></dt>
-<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleRpcStatusDict</span></span><a class="headerlink" href="#genai.types.GoogleRpcStatusDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The <cite>Status</cite> type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.</p>
-<p>It is used by [gRPC](<a class="reference external" href="https://github.com/grpc">https://github.com/grpc</a>). Each <cite>Status</cite> message contains
-three pieces of data: error code, error message, and error details. You can
-find out more about this error model and how to work with it in the [API
-Design Guide](<a class="reference external" href="https://cloud.google.com/apis/design/errors">https://cloud.google.com/apis/design/errors</a>). This data type is
-not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict.code">
-<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatusDict.code" title="Link to this definition">¶</a></dt>
-<dd><p>The status code, which should be an enum value of google.rpc.Code.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict.details">
-<span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatusDict.details" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleRpcStatusDict.message">
-<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleRpcStatusDict.message" title="Link to this definition">¶</a></dt>
-<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearch</span></span><a class="headerlink" href="#genai.types.GoogleSearch" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>GoogleSearch tool type.</p>
-<p>Tool to support Google Search in Model. Powered by Google.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -97093,525 +153650,604 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GoogleSearch.blocking_confidence" title="genai.types.GoogleSearch.blocking_confidence"><code class="xref py py-obj docutils literal notranslate"><span class="pre">blocking_confidence</span> <span class="pre">(genai.types.PhishBlockThreshold</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleSearch.exclude_domains" title="genai.types.GoogleSearch.exclude_domains"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exclude_domains</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleSearch.search_types" title="genai.types.GoogleSearch.search_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">search_types</span> <span class="pre">(genai.types.SearchTypes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleSearch.time_range_filter" title="genai.types.GoogleSearch.time_range_filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">time_range_filter</span> <span class="pre">(genai.types.Interval</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleSearch.blocking_confidence">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'blockingConfidence')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.blocking_confidence" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleSearch.exclude_domains">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'excludeDomains')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.exclude_domains" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [“amazon.com”, “facebook.com”]. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleSearch.search_types">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchTypes" title="genai.types.SearchTypes"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchTypes</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'searchTypes')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.search_types" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The set of search types to enable. If not set, web search is enabled by default.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleSearch.time_range_filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">time_range_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Interval" title="genai.types.Interval"><code class="xref py py-class docutils literal notranslate"><span class="pre">Interval</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'timeRangeFilter')</span></em><a class="headerlink" href="#genai.types.GoogleSearch.time_range_filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearchDict</span></span><a class="headerlink" href="#genai.types.GoogleSearchDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>GoogleSearch tool type.</p>
-<p>Tool to support Google Search in Model. Powered by Google.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.blocking_confidence">
-<span class="sig-name descname"><span class="pre">blocking_confidence</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PhishBlockThreshold" title="genai.types.PhishBlockThreshold"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhishBlockThreshold</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.blocking_confidence" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.exclude_domains">
-<span class="sig-name descname"><span class="pre">exclude_domains</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.exclude_domains" title="Link to this definition">¶</a></dt>
-<dd><p>[“amazon.com”, “facebook.com”]. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.search_types">
-<span class="sig-name descname"><span class="pre">search_types</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchTypesDict" title="genai.types.SearchTypesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchTypesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.search_types" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The set of search types to enable. If not set, web search is enabled by default.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchDict.time_range_filter">
-<span class="sig-name descname"><span class="pre">time_range_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.IntervalDict" title="genai.types.IntervalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">IntervalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchDict.time_range_filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrieval">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearchRetrieval</span></span><a class="headerlink" href="#genai.types.GoogleSearchRetrieval" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tool to retrieve public web data for grounding, powered by Google.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GoogleSearchRetrieval.dynamic_retrieval_config" title="genai.types.GoogleSearchRetrieval.dynamic_retrieval_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dynamic_retrieval_config</span> <span class="pre">(genai.types.DynamicRetrievalConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrieval.dynamic_retrieval_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dynamic_retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfig" title="genai.types.DynamicRetrievalConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'dynamicRetrievalConfig')</span></em><a class="headerlink" href="#genai.types.GoogleSearchRetrieval.dynamic_retrieval_config" title="Link to this definition">¶</a></dt>
-<dd><p>Specifies the dynamic retrieval configuration for the given source.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrievalDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleSearchRetrievalDict</span></span><a class="headerlink" href="#genai.types.GoogleSearchRetrievalDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool to retrieve public web data for grounding, powered by Google.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleSearchRetrievalDict.dynamic_retrieval_config">
-<span class="sig-name descname"><span class="pre">dynamic_retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DynamicRetrievalConfigDict" title="genai.types.DynamicRetrievalConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DynamicRetrievalConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleSearchRetrievalDict.dynamic_retrieval_config" title="Link to this definition">¶</a></dt>
-<dd><p>Specifies the dynamic retrieval configuration for the given source.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDate">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleTypeDate</span></span><a class="headerlink" href="#genai.types.GoogleTypeDate" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents a whole or partial calendar date, such as a birthday.</p>
-<p>The time of day and time zone are either specified elsewhere or are
-insignificant. The date is relative to the Gregorian Calendar. This can
-represent one of the following: * A full date, with non-zero year, month, and
-day values. * A month and day, with a zero year (for example, an anniversary).
-* A year on its own, with a zero month and a zero day. * A year and month,
-with a zero day (for example, a credit card expiration date). Related types: *
-google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This
-data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GoogleTypeDate.day" title="genai.types.GoogleTypeDate.day"><code class="xref py py-obj docutils literal notranslate"><span class="pre">day</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleTypeDate.month" title="genai.types.GoogleTypeDate.month"><code class="xref py py-obj docutils literal notranslate"><span class="pre">month</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GoogleTypeDate.year" title="genai.types.GoogleTypeDate.year"><code class="xref py py-obj docutils literal notranslate"><span class="pre">year</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDate.day">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">day</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleTypeDate.day" title="Link to this definition">¶</a></dt>
-<dd><p>Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn’t significant.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDate.month">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">month</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleTypeDate.month" title="Link to this definition">¶</a></dt>
-<dd><p>Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDate.year">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">year</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GoogleTypeDate.year" title="Link to this definition">¶</a></dt>
-<dd><p>Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GoogleTypeDateDict</span></span><a class="headerlink" href="#genai.types.GoogleTypeDateDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Represents a whole or partial calendar date, such as a birthday.</p>
-<p>The time of day and time zone are either specified elsewhere or are
-insignificant. The date is relative to the Gregorian Calendar. This can
-represent one of the following: * A full date, with non-zero year, month, and
-day values. * A month and day, with a zero year (for example, an anniversary).
-* A year on its own, with a zero month and a zero day. * A year and month,
-with a zero day (for example, a credit card expiration date). Related types: *
-google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This
-data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict.day">
-<span class="sig-name descname"><span class="pre">day</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleTypeDateDict.day" title="Link to this definition">¶</a></dt>
-<dd><p>Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn’t significant.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict.month">
-<span class="sig-name descname"><span class="pre">month</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleTypeDateDict.month" title="Link to this definition">¶</a></dt>
-<dd><p>Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GoogleTypeDateDict.year">
-<span class="sig-name descname"><span class="pre">year</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GoogleTypeDateDict.year" title="Link to this definition">¶</a></dt>
-<dd><p>Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunk">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunk</span></span><a class="headerlink" href="#genai.types.GroundingChunk" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A piece of evidence that supports a claim made by the model.</p>
-<p>This is used to show a citation for a claim made by the model. When grounding
-is enabled, the model returns a <cite>GroundingChunk</cite> that contains a reference to
-the source of the information.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional model configuration parameters.\n\nFor more information, see `Content generation parameters\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters&gt;`_.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Instructions for the model to steer it toward better performance.\n      For example, \&quot;Answer as concisely as possible\&quot; or \&quot;Don&#39;t use technical\n      terms in your response\&quot;.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of response variations to return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -97621,56 +154257,146 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n\n      If `response_schema` doesn&#39;t process your schema correctly, try using\n      `response_json_schema` instead.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output schema of the generated response.\n      This is an alternative to `response_schema` that accepts [JSON\n      Schema](https://json-schema.org/). If set, `response_schema` must be\n      omitted, but `response_mime_type` is required. While the full JSON Schema\n      may be sent, not all features are supported. Specifically, only the\n      following properties are supported: - `$id` - `$defs` - `$ref` - `$anchor`\n      - `type` - `format` - `title` - `description` - `enum` (for strings and\n      numbers) - `items` - `prefixItems` - `minItems` - `maxItems` - `minimum` -\n      `maximum` - `anyOf` - `oneOf` (interpreted the same as `anyOf`) -\n      `properties` - `additionalProperties` - `required` The non-standard\n      `propertyOrdering` property may also be set. Cyclic references are\n      unrolled to a limited degree and, as such, may only be used within\n      non-required properties. (Nullable properties are not sufficient.) If\n      `$ref` is set on a sub-schema, no other properties, except for than those\n      starting as a `$`, may be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model router requests.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for model selection.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Associates model output to a specific function call.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to break down billed charges.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -97680,209 +154406,191 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of a context cache that can be used in subsequent\n      requests.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speechconfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, audio timestamp will be included in the request to the\n       model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCalling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticFunctionCallingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automatic function calling.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables enhanced civic answers. It may not be available for all\n      models. This field is not supported in Gemini Enterprise Agent Platform.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelArmorConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Settings for prompt and response sanitization using the Model Armor\n      service. If supplied, safety_settings must not be supplied.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service tier to use for the request. For example, ServiceTier.FLEX.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -97890,43 +154598,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -97936,83 +154636,91 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
+<span class="w">                     </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -98022,99 +154730,109 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -98123,23 +154841,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -98149,83 +154867,99 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -98233,681 +154967,340 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunk.image" title="genai.types.GroundingChunk.image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image</span> <span class="pre">(genai.types.GroundingChunkImage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunk.maps" title="genai.types.GroundingChunk.maps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">maps</span> <span class="pre">(genai.types.GroundingChunkMaps</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunk.retrieved_context" title="genai.types.GroundingChunk.retrieved_context"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieved_context</span> <span class="pre">(genai.types.GroundingChunkRetrievedContext</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunk.web" title="genai.types.GroundingChunk.web"><code class="xref py py-obj docutils literal notranslate"><span class="pre">web</span> <span class="pre">(genai.types.GroundingChunkWeb</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunk.image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkImage" title="genai.types.GroundingChunkImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkImage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunk.image" title="Link to this definition">¶</a></dt>
-<dd><p>A grounding chunk from an image search result. See the <cite>Image</cite> message for details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunk.maps">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMaps" title="genai.types.GroundingChunkMaps"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMaps</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunk.maps" title="Link to this definition">¶</a></dt>
-<dd><p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
-<p>It contains information about a place, such as its name, address, and
-reviews. This is used to provide the user with rich, location-based
-information.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunk.retrieved_context">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieved_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext" title="genai.types.GroundingChunkRetrievedContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkRetrievedContext</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievedContext')</span></em><a class="headerlink" href="#genai.types.GroundingChunk.retrieved_context" title="Link to this definition">¶</a></dt>
-<dd><p>A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the <cite>RetrievedContext</cite> message for details</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunk.web">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">web</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkWeb" title="genai.types.GroundingChunkWeb"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkWeb</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunk.web" title="Link to this definition">¶</a></dt>
-<dd><p>A grounding chunk from a web page, typically from Google Search. See the <cite>Web</cite> message for details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkCustomMetadata</span></span><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>User provided metadata about the GroundingFact.</p>
-<p>This data type is not supported in Vertex AI.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.key" title="genai.types.GroundingChunkCustomMetadata.key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.numeric_value" title="genai.types.GroundingChunkCustomMetadata.numeric_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numeric_value</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.string_list_value" title="genai.types.GroundingChunkCustomMetadata.string_list_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_list_value</span> <span class="pre">(genai.types.GroundingChunkStringList</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata.string_value" title="genai.types.GroundingChunkCustomMetadata.string_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_value</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.key">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.key" title="Link to this definition">¶</a></dt>
-<dd><p>The key of the metadata.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.numeric_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numericValue')</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.numeric_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The numeric value of the metadata. The expected range for this value depends on the specific <cite>key</cite> used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.string_list_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkStringList" title="genai.types.GroundingChunkStringList"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkStringList</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringListValue')</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.string_list_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A list of string values for the metadata.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadata.string_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringValue')</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadata.string_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The string value of the metadata.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkCustomMetadataDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>User provided metadata about the GroundingFact.</p>
-<p>This data type is not supported in Vertex AI.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.key">
-<span class="sig-name descname"><span class="pre">key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.key" title="Link to this definition">¶</a></dt>
-<dd><p>The key of the metadata.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.numeric_value">
-<span class="sig-name descname"><span class="pre">numeric_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.numeric_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The numeric value of the metadata. The expected range for this value depends on the specific <cite>key</cite> used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.string_list_value">
-<span class="sig-name descname"><span class="pre">string_list_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkStringListDict" title="genai.types.GroundingChunkStringListDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkStringListDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.string_list_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A list of string values for the metadata.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkCustomMetadataDict.string_value">
-<span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkCustomMetadataDict.string_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The string value of the metadata.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A piece of evidence that supports a claim made by the model.</p>
-<p>This is used to show a citation for a claim made by the model. When grounding
-is enabled, the model returns a <cite>GroundingChunk</cite> that contains a reference to
-the source of the information.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.image">
-<span class="sig-name descname"><span class="pre">image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkImageDict" title="genai.types.GroundingChunkImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.image" title="Link to this definition">¶</a></dt>
-<dd><p>A grounding chunk from an image search result. See the <cite>Image</cite> message for details.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.maps">
-<span class="sig-name descname"><span class="pre">maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsDict" title="genai.types.GroundingChunkMapsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.maps" title="Link to this definition">¶</a></dt>
-<dd><p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
-<p>It contains information about a place, such as its name, address, and
-reviews. This is used to provide the user with rich, location-based
-information.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.retrieved_context">
-<span class="sig-name descname"><span class="pre">retrieved_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContextDict" title="genai.types.GroundingChunkRetrievedContextDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkRetrievedContextDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.retrieved_context" title="Link to this definition">¶</a></dt>
-<dd><p>A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the <cite>RetrievedContext</cite> message for details</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkDict.web">
-<span class="sig-name descname"><span class="pre">web</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkWebDict" title="genai.types.GroundingChunkWebDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkWebDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkDict.web" title="Link to this definition">¶</a></dt>
-<dd><p>A grounding chunk from a web page, typically from Google Search. See the <cite>Web</cite> message for details.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkImage</span></span><a class="headerlink" href="#genai.types.GroundingChunkImage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An <cite>Image</cite> chunk is a piece of evidence that comes from an image search result.</p>
-<p>It contains the URI of the image search result and the URI of the image. This
-is used to provide the user with a link to the source of the information.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.domain" title="genai.types.GroundingChunkImage.domain"><code class="xref py py-obj docutils literal notranslate"><span class="pre">domain</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.image_uri" title="genai.types.GroundingChunkImage.image_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.source_uri" title="genai.types.GroundingChunkImage.source_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkImage.title" title="genai.types.GroundingChunkImage.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.domain">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.domain" title="Link to this definition">¶</a></dt>
-<dd><p>The domain of the image search result page.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.image_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.image_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.source_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sourceUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.source_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the image search result page.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImage.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkImage.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the image search result page.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkImageDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An <cite>Image</cite> chunk is a piece of evidence that comes from an image search result.</p>
-<p>It contains the URI of the image search result and the URI of the image. This
-is used to provide the user with a link to the source of the information.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.domain">
-<span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.domain" title="Link to this definition">¶</a></dt>
-<dd><p>The domain of the image search result page.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.image_uri">
-<span class="sig-name descname"><span class="pre">image_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.image_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.source_uri">
-<span class="sig-name descname"><span class="pre">source_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.source_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the image search result page.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkImageDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkImageDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the image search result page.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMaps</span></span><a class="headerlink" href="#genai.types.GroundingChunkMaps" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
-<p>It contains information about a place, such as its name, address, and reviews.
-This is used to provide the user with rich, location-based information.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
@@ -99152,239 +155545,681 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.place_answer_sources" title="genai.types.GroundingChunkMaps.place_answer_sources"><code class="xref py py-obj docutils literal notranslate"><span class="pre">place_answer_sources</span> <span class="pre">(genai.types.GroundingChunkMapsPlaceAnswerSources</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.place_id" title="genai.types.GroundingChunkMaps.place_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">place_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.route" title="genai.types.GroundingChunkMaps.route"><code class="xref py py-obj docutils literal notranslate"><span class="pre">route</span> <span class="pre">(genai.types.GroundingChunkMapsRoute</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.text" title="genai.types.GroundingChunkMaps.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.title" title="genai.types.GroundingChunkMaps.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMaps.uri" title="genai.types.GroundingChunkMaps.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.place_answer_sources">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">place_answer_sources</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources" title="genai.types.GroundingChunkMapsPlaceAnswerSources"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSources</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'placeAnswerSources')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.place_answer_sources" title="Link to this definition">¶</a></dt>
-<dd><p>The sources that were used to generate the place answer.</p>
-<p>This includes review snippets and photos that were used to generate the
-answer, as well as URIs to flag content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.place_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">place_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'placeId')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.place_id" title="Link to this definition">¶</a></dt>
-<dd><p>This Place’s resource name, in <cite>places/{place_id}</cite> format.</p>
-<p>This can be used to look up the place in the Google Maps API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.route">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">route</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute" title="genai.types.GroundingChunkMapsRoute"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsRoute</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.route" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Route information.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.text" title="Link to this definition">¶</a></dt>
-<dd><p>The text of the place answer.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the place.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMaps.uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMaps.uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the place.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A <cite>Maps</cite> chunk is a piece of evidence that comes from Google Maps.</p>
-<p>It contains information about a place, such as its name, address, and reviews.
-This is used to provide the user with rich, location-based information.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.place_answer_sources">
-<span class="sig-name descname"><span class="pre">place_answer_sources</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.place_answer_sources" title="Link to this definition">¶</a></dt>
-<dd><p>The sources that were used to generate the place answer.</p>
-<p>This includes review snippets and photos that were used to generate the
-answer, as well as URIs to flag content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.place_id">
-<span class="sig-name descname"><span class="pre">place_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.place_id" title="Link to this definition">¶</a></dt>
-<dd><p>This Place’s resource name, in <cite>places/{place_id}</cite> format.</p>
-<p>This can be used to look up the place in the Google Maps API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.route">
-<span class="sig-name descname"><span class="pre">route</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsRouteDict" title="genai.types.GroundingChunkMapsRouteDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsRouteDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.route" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Route information.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>The text of the place answer.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the place.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsDict.uri">
-<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsDict.uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the place.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSources</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The sources that were used to generate the place answer.</p>
-<p>This includes review snippets and photos that were used to generate the
-answer, as well as URIs to flag content.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -99394,43 +156229,120 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -99440,10 +156352,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -99453,23 +156365,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -99479,899 +156390,322 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">flag_content_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet" title="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review_snippet</span> <span class="pre">(list[genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets" title="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review_snippets</span> <span class="pre">(list[genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'flagContentUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri" title="Link to this definition">¶</a></dt>
-<dd><p>A link where users can flag a problem with the generated answer.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippet</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reviewSnippet')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet" title="Link to this definition">¶</a></dt>
-<dd><p>Snippets of reviews that were used to generate the answer.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review_snippets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippet</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reviewSnippets')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets" title="Link to this definition">¶</a></dt>
-<dd><p>Snippets of reviews that were used to generate the answer.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Author attribution for a photo or review.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">photo_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Name of the author of the Photo or Review.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">photo_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'photoUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Profile photo URI of the author of the Photo or Review.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri" title="Link to this definition">¶</a></dt>
-<dd><p>URI of the author of the Photo or Review.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Author attribution for a photo or review.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Name of the author of the Photo or Review.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.photo_uri">
-<span class="sig-name descname"><span class="pre">photo_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.photo_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Profile photo URI of the author of the Photo or Review.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.uri">
-<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.uri" title="Link to this definition">¶</a></dt>
-<dd><p>URI of the author of the Photo or Review.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The sources that were used to generate the place answer.</p>
-<p>This includes review snippets and photos that were used to generate the
-answer, as well as URIs to flag content.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.flag_content_uri">
-<span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.flag_content_uri" title="Link to this definition">¶</a></dt>
-<dd><p>A link where users can flag a problem with the generated answer.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippet">
-<span class="sig-name descname"><span class="pre">review_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippet" title="Link to this definition">¶</a></dt>
-<dd><p>Snippets of reviews that were used to generate the answer.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippets">
-<span class="sig-name descname"><span class="pre">review_snippets</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippets" title="Link to this definition">¶</a></dt>
-<dd><p>Snippets of reviews that were used to generate the answer.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippet</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Encapsulates a review snippet.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_embedding_responses` parameter.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleEmbedContentResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The response to the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error encountered while processing the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The metadata associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">author_attribution</span> <span class="pre">(genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">flag_content_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_maps_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">relative_publish_time_description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">review_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">author_attribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'authorAttribution')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution" title="Link to this definition">¶</a></dt>
-<dd><p>This review’s author.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'flagContentUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri" title="Link to this definition">¶</a></dt>
-<dd><p>A link where users can flag a problem with the review.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_maps_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleMapsUri')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri" title="Link to this definition">¶</a></dt>
-<dd><p>A link to show the review on Google Maps.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">relative_publish_time_description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'relativePublishTimeDescription')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description" title="Link to this definition">¶</a></dt>
-<dd><p>A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review" title="Link to this definition">¶</a></dt>
-<dd><p>A reference representing this place review which may be used to look up this place review again.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">review_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'reviewId')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id" title="Link to this definition">¶</a></dt>
-<dd><p>Id of the review referencing the place.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title" title="Link to this definition">¶</a></dt>
-<dd><p>Title of the review.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Encapsulates a review snippet.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.author_attribution">
-<span class="sig-name descname"><span class="pre">author_attribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict" title="genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.author_attribution" title="Link to this definition">¶</a></dt>
-<dd><p>This review’s author.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.flag_content_uri">
-<span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.flag_content_uri" title="Link to this definition">¶</a></dt>
-<dd><p>A link where users can flag a problem with the review.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.google_maps_uri">
-<span class="sig-name descname"><span class="pre">google_maps_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.google_maps_uri" title="Link to this definition">¶</a></dt>
-<dd><p>A link to show the review on Google Maps.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.relative_publish_time_description">
-<span class="sig-name descname"><span class="pre">relative_publish_time_description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.relative_publish_time_description" title="Link to this definition">¶</a></dt>
-<dd><p>A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review">
-<span class="sig-name descname"><span class="pre">review</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review" title="Link to this definition">¶</a></dt>
-<dd><p>A reference representing this place review which may be used to look up this place review again.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review_id">
-<span class="sig-name descname"><span class="pre">review_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review_id" title="Link to this definition">¶</a></dt>
-<dd><p>Id of the review referencing the place.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>Title of the review.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsRoute</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Route information from Google Maps.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute.distance_meters" title="genai.types.GroundingChunkMapsRoute.distance_meters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">distance_meters</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute.duration" title="genai.types.GroundingChunkMapsRoute.duration"><code class="xref py py-obj docutils literal notranslate"><span class="pre">duration</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkMapsRoute.encoded_polyline" title="genai.types.GroundingChunkMapsRoute.encoded_polyline"><code class="xref py py-obj docutils literal notranslate"><span class="pre">encoded_polyline</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute.distance_meters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">distance_meters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'distanceMeters')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute.distance_meters" title="Link to this definition">¶</a></dt>
-<dd><p>The total distance of the route, in meters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute.duration">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">duration</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute.duration" title="Link to this definition">¶</a></dt>
-<dd><p>The total duration of the route.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRoute.encoded_polyline">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">encoded_polyline</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'encodedPolyline')</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRoute.encoded_polyline" title="Link to this definition">¶</a></dt>
-<dd><p>An encoded polyline of the route. See <a class="reference external" href="https://developers.google.com/maps/documentation/utilities/polylinealgorithm">https://developers.google.com/maps/documentation/utilities/polylinealgorithm</a></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkMapsRouteDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Route information from Google Maps.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict.distance_meters">
-<span class="sig-name descname"><span class="pre">distance_meters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict.distance_meters" title="Link to this definition">¶</a></dt>
-<dd><p>The total distance of the route, in meters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict.duration">
-<span class="sig-name descname"><span class="pre">duration</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict.duration" title="Link to this definition">¶</a></dt>
-<dd><p>The total duration of the route.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkMapsRouteDict.encoded_polyline">
-<span class="sig-name descname"><span class="pre">encoded_polyline</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkMapsRouteDict.encoded_polyline" title="Link to this definition">¶</a></dt>
-<dd><p>//developers.google.com/maps/documentation/utilities/polylinealgorithm</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>An encoded polyline of the route. See https</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkRetrievedContext</span></span><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Context retrieved from a data source to ground the model’s response.</p>
-<p>This is used when a retrieval tool fetches information from a user-provided
-corpus or a public dataset.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;InlinedRequest&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for inlined request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n      &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                                 </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                                    </span><span class="p">},</span>
+<span class="w">                                    </span><span class="p">{</span>
+<span class="w">                                       </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                                    </span><span class="p">}</span>
+<span class="w">                                 </span><span class="p">]</span>
+<span class="w">                              </span><span class="p">},</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content of the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration that contains optional model parameters.\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedRequest&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;InlinedResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_responses` parameter.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -100381,18 +156715,53 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;JobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job state.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_QUEUED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_PENDING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_RUNNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_SUCCEEDED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_CANCELLING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_PAUSED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_EXPIRED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_UPDATING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_PARTIALLY_SUCCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -100405,90 +156774,131 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -100498,685 +156908,344 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.custom_metadata" title="genai.types.GroundingChunkRetrievedContext.custom_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(list[genai.types.GroundingChunkCustomMetadata]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.document_name" title="genai.types.GroundingChunkRetrievedContext.document_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">document_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.file_search_store" title="genai.types.GroundingChunkRetrievedContext.file_search_store"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search_store</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.media_id" title="genai.types.GroundingChunkRetrievedContext.media_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.page_number" title="genai.types.GroundingChunkRetrievedContext.page_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_number</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.rag_chunk" title="genai.types.GroundingChunkRetrievedContext.rag_chunk"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rag_chunk</span> <span class="pre">(genai.types.RagChunk</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.text" title="genai.types.GroundingChunkRetrievedContext.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.title" title="genai.types.GroundingChunkRetrievedContext.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkRetrievedContext.uri" title="genai.types.GroundingChunkRetrievedContext.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.custom_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadata" title="genai.types.GroundingChunkCustomMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkCustomMetadata</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customMetadata')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.document_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'documentName')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.document_name" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is <cite>projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}</cite>. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.file_search_store">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search_store</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearchStore')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.file_search_store" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Name of the <cite>FileSearchStore</cite> containing the document. Example: <cite>fileSearchStores/123</cite>. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.media_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaId')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.media_id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.page_number">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_number</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageNumber')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.page_number" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.rag_chunk">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rag_chunk</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunk" title="genai.types.RagChunk"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunk</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'ragChunk')</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.rag_chunk" title="Link to this definition">¶</a></dt>
-<dd><p>Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.text" title="Link to this definition">¶</a></dt>
-<dd><p>The content of the retrieved data source.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the retrieved data source.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContext.uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContext.uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the retrieved data source.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkRetrievedContextDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Context retrieved from a data source to ground the model’s response.</p>
-<p>This is used when a retrieval tool fetches information from a user-provided
-corpus or a public dataset.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.custom_metadata">
-<span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkCustomMetadataDict" title="genai.types.GroundingChunkCustomMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkCustomMetadataDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.document_name">
-<span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.document_name" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is <cite>projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}</cite>. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.file_search_store">
-<span class="sig-name descname"><span class="pre">file_search_store</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.file_search_store" title="Link to this definition">¶</a></dt>
-<dd><p><cite>fileSearchStores/123</cite>. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Name of the <cite>FileSearchStore</cite> containing the document. Example</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.media_id">
-<span class="sig-name descname"><span class="pre">media_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.media_id" title="Link to this definition">¶</a></dt>
-<dd><p>fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The media blob resource name for multimodal file search results. Format</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.page_number">
-<span class="sig-name descname"><span class="pre">page_number</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.page_number" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.rag_chunk">
-<span class="sig-name descname"><span class="pre">rag_chunk</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunkDict" title="genai.types.RagChunkDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunkDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.rag_chunk" title="Link to this definition">¶</a></dt>
-<dd><p>Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>The content of the retrieved data source.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the retrieved data source.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkRetrievedContextDict.uri">
-<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkRetrievedContextDict.uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the retrieved data source.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkStringList">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkStringList</span></span><a class="headerlink" href="#genai.types.GroundingChunkStringList" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A list of string values. This data type is not supported in Vertex AI.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkStringList.values" title="genai.types.GroundingChunkStringList.values"><code class="xref py py-obj docutils literal notranslate"><span class="pre">values</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkStringList.values">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">values</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkStringList.values" title="Link to this definition">¶</a></dt>
-<dd><p>The string values of the list.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkStringListDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkStringListDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkStringListDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A list of string values. This data type is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkWeb</span></span><a class="headerlink" href="#genai.types.GroundingChunkWeb" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A <cite>Web</cite> chunk is a piece of evidence that comes from a web page.</p>
-<p>It contains the URI of the web page, the title of the page, and the domain of
-the page. This is used to provide the user with a link to the source of the
-information.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkWeb.domain" title="genai.types.GroundingChunkWeb.domain"><code class="xref py py-obj docutils literal notranslate"><span class="pre">domain</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkWeb.title" title="genai.types.GroundingChunkWeb.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingChunkWeb.uri" title="genai.types.GroundingChunkWeb.uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb.domain">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkWeb.domain" title="Link to this definition">¶</a></dt>
-<dd><p>The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkWeb.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the web page that contains the evidence.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWeb.uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingChunkWeb.uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the web page that contains the evidence.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingChunkWebDict</span></span><a class="headerlink" href="#genai.types.GroundingChunkWebDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A <cite>Web</cite> chunk is a piece of evidence that comes from a web page.</p>
-<p>It contains the URI of the web page, the title of the page, and the domain of
-the page. This is used to provide the user with a link to the source of the
-information.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict.domain">
-<span class="sig-name descname"><span class="pre">domain</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkWebDict.domain" title="Link to this definition">¶</a></dt>
-<dd><p>The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict.title">
-<span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkWebDict.title" title="Link to this definition">¶</a></dt>
-<dd><p>The title of the web page that contains the evidence.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingChunkWebDict.uri">
-<span class="sig-name descname"><span class="pre">uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingChunkWebDict.uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI of the web page that contains the evidence.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadata</span></span><a class="headerlink" href="#genai.types.GroundingMetadata" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Information for various kinds of grounding.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ModelArmorConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101186,31 +157255,177 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101220,12 +157435,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -101233,10 +157449,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101246,41 +157475,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -101292,10 +157552,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101305,10 +157565,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101318,48 +157578,68 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -101367,47 +157647,64 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101417,201 +157714,205 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101621,23 +157922,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101647,14 +157962,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -101663,10 +157978,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101676,10 +158002,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -101689,10 +158027,114 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101702,18 +158144,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -101726,29 +158176,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -101760,31 +158205,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -101794,12 +158238,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -101807,731 +158252,463 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.google_maps_widget_context_token" title="genai.types.GroundingMetadata.google_maps_widget_context_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_maps_widget_context_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.grounding_chunks" title="genai.types.GroundingMetadata.grounding_chunks"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_chunks</span> <span class="pre">(list[genai.types.GroundingChunk]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.grounding_supports" title="genai.types.GroundingMetadata.grounding_supports"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_supports</span> <span class="pre">(list[genai.types.GroundingSupport]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.image_search_queries" title="genai.types.GroundingMetadata.image_search_queries"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_search_queries</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.retrieval_metadata" title="genai.types.GroundingMetadata.retrieval_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval_metadata</span> <span class="pre">(genai.types.RetrievalMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.retrieval_queries" title="genai.types.GroundingMetadata.retrieval_queries"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval_queries</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.search_entry_point" title="genai.types.GroundingMetadata.search_entry_point"><code class="xref py py-obj docutils literal notranslate"><span class="pre">search_entry_point</span> <span class="pre">(genai.types.SearchEntryPoint</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.source_flagging_uris" title="genai.types.GroundingMetadata.source_flagging_uris"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source_flagging_uris</span> <span class="pre">(list[genai.types.GroundingMetadataSourceFlaggingUri]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadata.web_search_queries" title="genai.types.GroundingMetadata.web_search_queries"><code class="xref py py-obj docutils literal notranslate"><span class="pre">web_search_queries</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.google_maps_widget_context_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_maps_widget_context_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleMapsWidgetContextToken')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.google_maps_widget_context_token" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.grounding_chunks">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunk" title="genai.types.GroundingChunk"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunk</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingChunks')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.grounding_chunks" title="Link to this definition">¶</a></dt>
-<dd><p>A list of supporting references retrieved from the grounding
-source. This field is populated when the grounding source is Google
-Search, Vertex AI Search, or Google Maps.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.grounding_supports">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_supports</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingSupport" title="genai.types.GroundingSupport"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingSupport</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingSupports')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.grounding_supports" title="Link to this definition">¶</a></dt>
-<dd><p>List of grounding support.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.image_search_queries">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSearchQueries')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.image_search_queries" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.retrieval_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalMetadata" title="genai.types.RetrievalMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievalMetadata')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.retrieval_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata related to retrieval in the grounding flow.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.retrieval_queries">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievalQueries')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.retrieval_queries" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.search_entry_point">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">search_entry_point</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchEntryPoint" title="genai.types.SearchEntryPoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchEntryPoint</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'searchEntryPoint')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.search_entry_point" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Google search entry for the following-up web
-searches.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.source_flagging_uris">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source_flagging_uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUri" title="genai.types.GroundingMetadataSourceFlaggingUri"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataSourceFlaggingUri</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sourceFlaggingUris')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.source_flagging_uris" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadata.web_search_queries">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">web_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'webSearchQueries')</span></em><a class="headerlink" href="#genai.types.GroundingMetadata.web_search_queries" title="Link to this definition">¶</a></dt>
-<dd><p>Web search queries for the following-up web search.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadataDict</span></span><a class="headerlink" href="#genai.types.GroundingMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Information for various kinds of grounding.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.google_maps_widget_context_token">
-<span class="sig-name descname"><span class="pre">google_maps_widget_context_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.google_maps_widget_context_token" title="Link to this definition">¶</a></dt>
-<dd><p>The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Output only. Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.grounding_chunks">
-<span class="sig-name descname"><span class="pre">grounding_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingChunkDict" title="genai.types.GroundingChunkDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingChunkDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.grounding_chunks" title="Link to this definition">¶</a></dt>
-<dd><p>A list of supporting references retrieved from the grounding
-source. This field is populated when the grounding source is Google
-Search, Vertex AI Search, or Google Maps.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.grounding_supports">
-<span class="sig-name descname"><span class="pre">grounding_supports</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingSupportDict" title="genai.types.GroundingSupportDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingSupportDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.grounding_supports" title="Link to this definition">¶</a></dt>
-<dd><p>List of grounding support.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.image_search_queries">
-<span class="sig-name descname"><span class="pre">image_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.image_search_queries" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.retrieval_metadata">
-<span class="sig-name descname"><span class="pre">retrieval_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalMetadataDict" title="genai.types.RetrievalMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.retrieval_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata related to retrieval in the grounding flow.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.retrieval_queries">
-<span class="sig-name descname"><span class="pre">retrieval_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.retrieval_queries" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.search_entry_point">
-<span class="sig-name descname"><span class="pre">search_entry_point</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SearchEntryPointDict" title="genai.types.SearchEntryPointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SearchEntryPointDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.search_entry_point" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Google search entry for the following-up web
-searches.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.source_flagging_uris">
-<span class="sig-name descname"><span class="pre">source_flagging_uris</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUriDict" title="genai.types.GroundingMetadataSourceFlaggingUriDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataSourceFlaggingUriDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.source_flagging_uris" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataDict.web_search_queries">
-<span class="sig-name descname"><span class="pre">web_search_queries</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataDict.web_search_queries" title="Link to this definition">¶</a></dt>
-<dd><p>Web search queries for the following-up web search.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUri">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadataSourceFlaggingUri</span></span><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUri" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A URI that can be used to flag a place or review for inappropriate content.</p>
-<p>This is populated only when the grounding source is Google Maps. This data
-type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri" title="genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">flag_content_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingMetadataSourceFlaggingUri.source_id" title="genai.types.GroundingMetadataSourceFlaggingUri.source_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">source_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'flagContentUri')</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI that can be used to flag the content.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUri.source_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">source_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sourceId')</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUri.source_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the place or review.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUriDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingMetadataSourceFlaggingUriDict</span></span><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUriDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A URI that can be used to flag a place or review for inappropriate content.</p>
-<p>This is populated only when the grounding source is Google Maps. This data
-type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUriDict.flag_content_uri">
-<span class="sig-name descname"><span class="pre">flag_content_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUriDict.flag_content_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The URI that can be used to flag the content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingMetadataSourceFlaggingUriDict.source_id">
-<span class="sig-name descname"><span class="pre">source_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingMetadataSourceFlaggingUriDict.source_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the place or review.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.GroundingSupport">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingSupport</span></span><a class="headerlink" href="#genai.types.GroundingSupport" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Grounding support.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -102541,377 +158718,293 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.GroundingSupport.confidence_scores" title="genai.types.GroundingSupport.confidence_scores"><code class="xref py py-obj docutils literal notranslate"><span class="pre">confidence_scores</span> <span class="pre">(list[float]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingSupport.grounding_chunk_indices" title="genai.types.GroundingSupport.grounding_chunk_indices"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_chunk_indices</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingSupport.rendered_parts" title="genai.types.GroundingSupport.rendered_parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rendered_parts</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.GroundingSupport.segment" title="genai.types.GroundingSupport.segment"><code class="xref py py-obj docutils literal notranslate"><span class="pre">segment</span> <span class="pre">(genai.types.Segment</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingSupport.confidence_scores">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">confidence_scores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'confidenceScores')</span></em><a class="headerlink" href="#genai.types.GroundingSupport.confidence_scores" title="Link to this definition">¶</a></dt>
-<dd><p>Confidence score of the support references.</p>
-<p>Ranges from 0 to 1. 1 is the most confident. This list must have the
-same size as the grounding_chunk_indices.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingSupport.grounding_chunk_indices">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_chunk_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingChunkIndices')</span></em><a class="headerlink" href="#genai.types.GroundingSupport.grounding_chunk_indices" title="Link to this definition">¶</a></dt>
-<dd><p>A list of indices (into ‘grounding_chunk’) specifying the
-citations associated with the claim. For instance [1,3,4] means that
-grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the
-retrieved content attributed to the claim.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingSupport.rendered_parts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rendered_parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'renderedParts')</span></em><a class="headerlink" href="#genai.types.GroundingSupport.rendered_parts" title="Link to this definition">¶</a></dt>
-<dd><p>Indices into the <cite>rendered_parts</cite> field of the <cite>GroundingMetadata</cite> message. These indices specify which rendered parts are associated with this support message.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.GroundingSupport.segment">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">segment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Segment" title="genai.types.Segment"><code class="xref py py-class docutils literal notranslate"><span class="pre">Segment</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.GroundingSupport.segment" title="Link to this definition">¶</a></dt>
-<dd><p>Segment of the content this support belongs to.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.GroundingSupportDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">GroundingSupportDict</span></span><a class="headerlink" href="#genai.types.GroundingSupportDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Grounding support.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.confidence_scores">
-<span class="sig-name descname"><span class="pre">confidence_scores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.confidence_scores" title="Link to this definition">¶</a></dt>
-<dd><p>Confidence score of the support references.</p>
-<p>Ranges from 0 to 1. 1 is the most confident. This list must have the
-same size as the grounding_chunk_indices.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.grounding_chunk_indices">
-<span class="sig-name descname"><span class="pre">grounding_chunk_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.grounding_chunk_indices" title="Link to this definition">¶</a></dt>
-<dd><p>A list of indices (into ‘grounding_chunk’) specifying the
-citations associated with the claim. For instance [1,3,4] means that
-grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the
-retrieved content attributed to the claim.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.rendered_parts">
-<span class="sig-name descname"><span class="pre">rendered_parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.rendered_parts" title="Link to this definition">¶</a></dt>
-<dd><p>Indices into the <cite>rendered_parts</cite> field of the <cite>GroundingMetadata</cite> message. These indices specify which rendered parts are associated with this support message.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.GroundingSupportDict.segment">
-<span class="sig-name descname"><span class="pre">segment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SegmentDict" title="genai.types.SegmentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SegmentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.GroundingSupportDict.segment" title="Link to this definition">¶</a></dt>
-<dd><p>Segment of the content this support belongs to.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HarmBlockMethod">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmBlockMethod</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmBlockMethod" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The method for blocking content.</p>
-<p>If not specified, the default behavior is to use the probability score. This
-enum is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockMethod.HARM_BLOCK_METHOD_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">HARM_BLOCK_METHOD_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_BLOCK_METHOD_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmBlockMethod.HARM_BLOCK_METHOD_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The harm block method is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockMethod.PROBABILITY">
-<span class="sig-name descname"><span class="pre">PROBABILITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROBABILITY'</span></em><a class="headerlink" href="#genai.types.HarmBlockMethod.PROBABILITY" title="Link to this definition">¶</a></dt>
-<dd><p>The harm block method uses the probability score.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockMethod.SEVERITY">
-<span class="sig-name descname"><span class="pre">SEVERITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'SEVERITY'</span></em><a class="headerlink" href="#genai.types.HarmBlockMethod.SEVERITY" title="Link to this definition">¶</a></dt>
-<dd><p>The harm block method uses both probability and severity scores.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmBlockThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmBlockThreshold" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The threshold for blocking content.</p>
-<p>If the harm probability exceeds this threshold, the content will be blocked.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_LOW_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_LOW_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_LOW_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_LOW_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Block content with a low harm probability or higher.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_MEDIUM_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_MEDIUM_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Block content with a medium harm probability or higher.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_NONE">
-<span class="sig-name descname"><span class="pre">BLOCK_NONE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_NONE'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_NONE" title="Link to this definition">¶</a></dt>
-<dd><p>Do not block any content, regardless of its harm probability.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH">
-<span class="sig-name descname"><span class="pre">BLOCK_ONLY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_ONLY_HIGH'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>Block content with a high harm probability.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">HARM_BLOCK_THRESHOLD_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_BLOCK_THRESHOLD_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The harm block threshold is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmBlockThreshold.OFF">
-<span class="sig-name descname"><span class="pre">OFF</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OFF'</span></em><a class="headerlink" href="#genai.types.HarmBlockThreshold.OFF" title="Link to this definition">¶</a></dt>
-<dd><p>Turn off the safety filter entirely.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HarmCategory">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmCategory</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmCategory" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The harm category to be blocked.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_CIVIC_INTEGRITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_CIVIC_INTEGRITY'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY" title="Link to this definition">¶</a></dt>
-<dd><p>Election filter is not longer supported. The harm category is civic integrity.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_DANGEROUS_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_DANGEROUS_CONTENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT" title="Link to this definition">¶</a></dt>
-<dd><p>Content that promotes, facilitates, or enables dangerous activities.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_HARASSMENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_HARASSMENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT" title="Link to this definition">¶</a></dt>
-<dd><p>Abusive, threatening, or content intended to bully, torment, or ridicule.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_HATE_SPEECH">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_HATE_SPEECH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_HATE_SPEECH'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_HATE_SPEECH" title="Link to this definition">¶</a></dt>
-<dd><p>Content that promotes violence or incites hatred against individuals or groups based on certain attributes.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT" title="Link to this definition">¶</a></dt>
-<dd><p>Images that contain dangerous content. This enum value is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HARASSMENT">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_HARASSMENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_HARASSMENT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HARASSMENT" title="Link to this definition">¶</a></dt>
-<dd><p>Images that contain harassment. This enum value is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HATE">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_HATE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_HATE'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HATE" title="Link to this definition">¶</a></dt>
-<dd><p>Images that contain hate speech. This enum value is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT" title="Link to this definition">¶</a></dt>
-<dd><p>Images that contain sexually explicit content. This enum value is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_JAILBREAK">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_JAILBREAK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_JAILBREAK'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_JAILBREAK" title="Link to this definition">¶</a></dt>
-<dd><p>Prompts designed to bypass safety filters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_SEXUALLY_EXPLICIT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_SEXUALLY_EXPLICIT'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT" title="Link to this definition">¶</a></dt>
-<dd><p>Content that contains sexually explicit material.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmCategory.HARM_CATEGORY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">HARM_CATEGORY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_CATEGORY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmCategory.HARM_CATEGORY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Default value. This value is unused.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HarmProbability">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmProbability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmProbability" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only. The probability of harm for this category.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmProbability.HARM_PROBABILITY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">HARM_PROBABILITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_PROBABILITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmProbability.HARM_PROBABILITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The harm probability is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmProbability.HIGH">
-<span class="sig-name descname"><span class="pre">HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HIGH'</span></em><a class="headerlink" href="#genai.types.HarmProbability.HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>The harm probability is high.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmProbability.LOW">
-<span class="sig-name descname"><span class="pre">LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LOW'</span></em><a class="headerlink" href="#genai.types.HarmProbability.LOW" title="Link to this definition">¶</a></dt>
-<dd><p>The harm probability is low.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmProbability.MEDIUM">
-<span class="sig-name descname"><span class="pre">MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIUM'</span></em><a class="headerlink" href="#genai.types.HarmProbability.MEDIUM" title="Link to this definition">¶</a></dt>
-<dd><p>The harm probability is medium.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmProbability.NEGLIGIBLE">
-<span class="sig-name descname"><span class="pre">NEGLIGIBLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'NEGLIGIBLE'</span></em><a class="headerlink" href="#genai.types.HarmProbability.NEGLIGIBLE" title="Link to this definition">¶</a></dt>
-<dd><p>The harm probability is negligible.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HarmSeverity">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HarmSeverity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HarmSeverity" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only.</p>
-<p>The severity of harm for this category. This enum is not supported in Gemini
-API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_HIGH">
-<span class="sig-name descname"><span class="pre">HARM_SEVERITY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_HIGH'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>The harm severity is high.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_LOW">
-<span class="sig-name descname"><span class="pre">HARM_SEVERITY_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_LOW'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_LOW" title="Link to this definition">¶</a></dt>
-<dd><p>The harm severity is low.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_MEDIUM">
-<span class="sig-name descname"><span class="pre">HARM_SEVERITY_MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_MEDIUM'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_MEDIUM" title="Link to this definition">¶</a></dt>
-<dd><p>The harm severity is medium.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_NEGLIGIBLE">
-<span class="sig-name descname"><span class="pre">HARM_SEVERITY_NEGLIGIBLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_NEGLIGIBLE'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_NEGLIGIBLE" title="Link to this definition">¶</a></dt>
-<dd><p>The harm severity is negligible.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HarmSeverity.HARM_SEVERITY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">HARM_SEVERITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HARM_SEVERITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HarmSeverity.HARM_SEVERITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The harm severity is unspecified.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.HistoryConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HistoryConfig</span></span><a class="headerlink" href="#genai.types.HistoryConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for history exchange between client and server.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexMultimodalDatasetDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This class is experimental and may change in future versions.\n\nThe specification for an output Vertex AI multimodal dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bigqueryDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery destination for the multimodal dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bigquerydestination&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The display name of the multimodal dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexMultimodalDatasetDestination&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -102921,21 +159014,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.HistoryConfig.initial_history_in_client_content" title="genai.types.HistoryConfig.initial_history_in_client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">initial_history_in_client_content</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsResponse.batch_jobs" title="genai.types.ListBatchJobsResponse.batch_jobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_jobs</span> <span class="pre">(list[genai.types.BatchJob]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsResponse.next_page_token" title="genai.types.ListBatchJobsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListBatchJobsResponse.sdk_http_response" title="genai.types.ListBatchJobsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HistoryConfig.initial_history_in_client_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initial_history_in_client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'initialHistoryInClientContent')</span></em><a class="headerlink" href="#genai.types.HistoryConfig.initial_history_in_client_content" title="Link to this definition">¶</a></dt>
-<dd><p>If true, after sending <cite>setup_complete</cite>, the server will wait
-and at first process <cite>client_content</cite> messages until <cite>turn_complete</cite> is
-<cite>true</cite>. This initial history will not trigger a model call and
-may end with model content. After <cite>turn_complete</cite> is <cite>true</cite>, the client
-can start the realtime conversation via <cite>realtime_input</cite>.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse.batch_jobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJob" title="genai.types.BatchJob"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJob</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchJobs')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponse.batch_jobs" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -102944,107 +159034,97 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HistoryConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HistoryConfigDict</span></span><a class="headerlink" href="#genai.types.HistoryConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for history exchange between client and server.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HistoryConfigDict.initial_history_in_client_content">
-<span class="sig-name descname"><span class="pre">initial_history_in_client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HistoryConfigDict.initial_history_in_client_content" title="Link to this definition">¶</a></dt>
-<dd><p>If true, after sending <cite>setup_complete</cite>, the server will wait
-and at first process <cite>client_content</cite> messages until <cite>turn_complete</cite> is
-<cite>true</cite>. This initial history will not trigger a model call and
-may end with model content. After <cite>turn_complete</cite> is <cite>true</cite>, the client
-can start the realtime conversation via <cite>realtime_input</cite>.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpElementLocation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.HttpElementLocation" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The location of the API key. This enum is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_BODY">
-<span class="sig-name descname"><span class="pre">HTTP_IN_BODY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_BODY'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_BODY" title="Link to this definition">¶</a></dt>
-<dd><p>Element is in the HTTP request body.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_COOKIE">
-<span class="sig-name descname"><span class="pre">HTTP_IN_COOKIE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_COOKIE'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_COOKIE" title="Link to this definition">¶</a></dt>
-<dd><p>Element is in the HTTP request cookie.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsResponseDict</span></span><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for batches.list return value.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_HEADER">
-<span class="sig-name descname"><span class="pre">HTTP_IN_HEADER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_HEADER'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_HEADER" title="Link to this definition">¶</a></dt>
-<dd><p>Element is in the HTTP request header.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict.batch_jobs">
+<span class="sig-name descname"><span class="pre">batch_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJobDict" title="genai.types.BatchJobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict.batch_jobs" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_PATH">
-<span class="sig-name descname"><span class="pre">HTTP_IN_PATH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_PATH'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_PATH" title="Link to this definition">¶</a></dt>
-<dd><p>Element is in the HTTP request path.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_QUERY">
-<span class="sig-name descname"><span class="pre">HTTP_IN_QUERY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_QUERY'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_QUERY" title="Link to this definition">¶</a></dt>
-<dd><p>Element is in the HTTP request query.</p>
+<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpElementLocation.HTTP_IN_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">HTTP_IN_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HTTP_IN_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.HttpElementLocation.HTTP_IN_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.HttpOptions">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpOptions</span></span><a class="headerlink" href="#genai.types.HttpOptions" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsConfig</span></span><a class="headerlink" href="#genai.types.ListCachedContentsConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>HTTP options to be used in each of the requests.</p>
+<p>Config for caches.list method.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListCachedContentsConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for caches.list method.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -103054,106 +159134,158 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
@@ -103254,519 +159386,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.aiohttp_client" title="genai.types.HttpOptions.aiohttp_client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aiohttp_client</span> <span class="pre">(aiohttp.client.ClientSession</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.api_version" title="genai.types.HttpOptions.api_version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_version</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.async_client_args" title="genai.types.HttpOptions.async_client_args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">async_client_args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.base_url" title="genai.types.HttpOptions.base_url"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_url</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.base_url_resource_scope" title="genai.types.HttpOptions.base_url_resource_scope"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_url_resource_scope</span> <span class="pre">(genai.types.ResourceScope</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.client_args" title="genai.types.HttpOptions.client_args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.extra_body" title="genai.types.HttpOptions.extra_body"><code class="xref py py-obj docutils literal notranslate"><span class="pre">extra_body</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.headers" title="genai.types.HttpOptions.headers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">headers</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.httpx_async_client" title="genai.types.HttpOptions.httpx_async_client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">httpx_async_client</span> <span class="pre">(httpx.AsyncClient</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.httpx_client" title="genai.types.HttpOptions.httpx_client"><code class="xref py py-obj docutils literal notranslate"><span class="pre">httpx_client</span> <span class="pre">(httpx.Client</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.retry_options" title="genai.types.HttpOptions.retry_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retry_options</span> <span class="pre">(genai.types.HttpRetryOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpOptions.timeout" title="genai.types.HttpOptions.timeout"><code class="xref py py-obj docutils literal notranslate"><span class="pre">timeout</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.aiohttp_client">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aiohttp_client</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[ClientSession]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aiohttpClient')</span></em><a class="headerlink" href="#genai.types.HttpOptions.aiohttp_client" title="Link to this definition">¶</a></dt>
-<dd><p>A custom aiohttp client session to be used for the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.api_version">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiVersion')</span></em><a class="headerlink" href="#genai.types.HttpOptions.api_version" title="Link to this definition">¶</a></dt>
-<dd><p>Specifies the version of the API to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.async_client_args">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">async_client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'asyncClientArgs')</span></em><a class="headerlink" href="#genai.types.HttpOptions.async_client_args" title="Link to this definition">¶</a></dt>
-<dd><p>Args passed to the async HTTP client.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.base_url">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseUrl')</span></em><a class="headerlink" href="#genai.types.HttpOptions.base_url" title="Link to this definition">¶</a></dt>
-<dd><p>The base URL for the AI platform service endpoint.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.base_url_resource_scope">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_url_resource_scope</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResourceScope" title="genai.types.ResourceScope"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResourceScope</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseUrlResourceScope')</span></em><a class="headerlink" href="#genai.types.HttpOptions.base_url_resource_scope" title="Link to this definition">¶</a></dt>
-<dd><p>The resource scope used to constructing the resource name when base_url is set</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.client_args">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientArgs')</span></em><a class="headerlink" href="#genai.types.HttpOptions.client_args" title="Link to this definition">¶</a></dt>
-<dd><p>Args passed to the HTTP client.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.extra_body">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">extra_body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'extraBody')</span></em><a class="headerlink" href="#genai.types.HttpOptions.extra_body" title="Link to this definition">¶</a></dt>
-<dd><p>Extra parameters to add to the request body.
-The structure must match the backend API’s request structure.
-- Gemini Enterprise Agent Platform backend API docs: <a class="reference external" href="https://cloud.google.com/vertex-ai/docs/reference/rest">https://cloud.google.com/vertex-ai/docs/reference/rest</a>
-- GeminiAPI backend API docs: <a class="reference external" href="https://ai.google.dev/api/rest">https://ai.google.dev/api/rest</a></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.headers">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpOptions.headers" title="Link to this definition">¶</a></dt>
-<dd><p>Additional HTTP headers to be sent with the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.httpx_async_client">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_async_client</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[HttpxAsyncClient]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpxAsyncClient')</span></em><a class="headerlink" href="#genai.types.HttpOptions.httpx_async_client" title="Link to this definition">¶</a></dt>
-<dd><p>A custom httpx async client to be used for the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.httpx_client">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">httpx_client</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[HttpxClient]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpxClient')</span></em><a class="headerlink" href="#genai.types.HttpOptions.httpx_client" title="Link to this definition">¶</a></dt>
-<dd><p>A custom httpx client to be used for the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.retry_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retry_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpRetryOptions" title="genai.types.HttpRetryOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpRetryOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retryOptions')</span></em><a class="headerlink" href="#genai.types.HttpOptions.retry_options" title="Link to this definition">¶</a></dt>
-<dd><p>HTTP retry options for the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpOptions.timeout">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpOptions.timeout" title="Link to this definition">¶</a></dt>
-<dd><p>Timeout for the request in milliseconds.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpOptionsDict</span></span><a class="headerlink" href="#genai.types.HttpOptionsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>HTTP options to be used in each of the requests.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.api_version">
-<span class="sig-name descname"><span class="pre">api_version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.api_version" title="Link to this definition">¶</a></dt>
-<dd><p>Specifies the version of the API to use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.async_client_args">
-<span class="sig-name descname"><span class="pre">async_client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.async_client_args" title="Link to this definition">¶</a></dt>
-<dd><p>Args passed to the async HTTP client.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.base_url">
-<span class="sig-name descname"><span class="pre">base_url</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.base_url" title="Link to this definition">¶</a></dt>
-<dd><p>The base URL for the AI platform service endpoint.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.base_url_resource_scope">
-<span class="sig-name descname"><span class="pre">base_url_resource_scope</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResourceScope" title="genai.types.ResourceScope"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResourceScope</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.base_url_resource_scope" title="Link to this definition">¶</a></dt>
-<dd><p>The resource scope used to constructing the resource name when base_url is set</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.client_args">
-<span class="sig-name descname"><span class="pre">client_args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.client_args" title="Link to this definition">¶</a></dt>
-<dd><p>Args passed to the HTTP client.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.extra_body">
-<span class="sig-name descname"><span class="pre">extra_body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.extra_body" title="Link to this definition">¶</a></dt>
-<dd><p>Extra parameters to add to the request body.
-The structure must match the backend API’s request structure.
-- Gemini Enterprise Agent Platform backend API docs: <a class="reference external" href="https://cloud.google.com/vertex-ai/docs/reference/rest">https://cloud.google.com/vertex-ai/docs/reference/rest</a>
-- GeminiAPI backend API docs: <a class="reference external" href="https://ai.google.dev/api/rest">https://ai.google.dev/api/rest</a></p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.headers">
-<span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.headers" title="Link to this definition">¶</a></dt>
-<dd><p>Additional HTTP headers to be sent with the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.retry_options">
-<span class="sig-name descname"><span class="pre">retry_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpRetryOptionsDict" title="genai.types.HttpRetryOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpRetryOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.retry_options" title="Link to this definition">¶</a></dt>
-<dd><p>HTTP retry options for the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpOptionsDict.timeout">
-<span class="sig-name descname"><span class="pre">timeout</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpOptionsDict.timeout" title="Link to this definition">¶</a></dt>
-<dd><p>Timeout for the request in milliseconds.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.HttpResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpResponse</span></span><a class="headerlink" href="#genai.types.HttpResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A wrapper class for the http response.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.HttpResponse.body" title="genai.types.HttpResponse.body"><code class="xref py py-obj docutils literal notranslate"><span class="pre">body</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpResponse.headers" title="genai.types.HttpResponse.headers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">headers</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpResponse.body">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpResponse.body" title="Link to this definition">¶</a></dt>
-<dd><p>The raw HTTP response body, in JSON format.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpResponse.headers">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpResponse.headers" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the processed HTTP headers in the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HttpResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpResponseDict</span></span><a class="headerlink" href="#genai.types.HttpResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A wrapper class for the http response.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpResponseDict.body">
-<span class="sig-name descname"><span class="pre">body</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpResponseDict.body" title="Link to this definition">¶</a></dt>
-<dd><p>The raw HTTP response body, in JSON format.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpResponseDict.headers">
-<span class="sig-name descname"><span class="pre">headers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpResponseDict.headers" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the processed HTTP headers in the response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpRetryOptions</span></span><a class="headerlink" href="#genai.types.HttpRetryOptions" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>HTTP retry options to be used in each of the requests.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.attempts" title="genai.types.HttpRetryOptions.attempts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">attempts</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.exp_base" title="genai.types.HttpRetryOptions.exp_base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exp_base</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.http_status_codes" title="genai.types.HttpRetryOptions.http_status_codes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_status_codes</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.initial_delay" title="genai.types.HttpRetryOptions.initial_delay"><code class="xref py py-obj docutils literal notranslate"><span class="pre">initial_delay</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.jitter" title="genai.types.HttpRetryOptions.jitter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">jitter</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.HttpRetryOptions.max_delay" title="genai.types.HttpRetryOptions.max_delay"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_delay</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.attempts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">attempts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.attempts" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum number of attempts, including the original request.
-If 0 or 1, it means no retries. If not specified, default to 5.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.exp_base">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exp_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'expBase')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.exp_base" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.http_status_codes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_status_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpStatusCodes')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.http_status_codes" title="Link to this definition">¶</a></dt>
-<dd><p>List of HTTP status codes that should trigger a retry.
-If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListCachedContentsConfig.http_options" title="genai.types.ListCachedContentsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListCachedContentsConfig.page_size" title="genai.types.ListCachedContentsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListCachedContentsConfig.page_token" title="genai.types.ListCachedContentsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.initial_delay">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initial_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'initialDelay')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.initial_delay" title="Link to this definition">¶</a></dt>
-<dd><p>Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.</p>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -103777,10 +159413,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.jitter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">jitter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.jitter" title="Link to this definition">¶</a></dt>
-<dd><p>Randomness factor for the delay. If not specified, default to 1.0.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -103790,10 +159425,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptions.max_delay">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxDelay')</span></em><a class="headerlink" href="#genai.types.HttpRetryOptions.max_delay" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -103805,82 +159439,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">HttpRetryOptionsDict</span></span><a class="headerlink" href="#genai.types.HttpRetryOptionsDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsConfigDict</span></span><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>HTTP retry options to be used in each of the requests.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.attempts">
-<span class="sig-name descname"><span class="pre">attempts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.attempts" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum number of attempts, including the original request.
-If 0 or 1, it means no retries. If not specified, default to 5.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.exp_base">
-<span class="sig-name descname"><span class="pre">exp_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.exp_base" title="Link to this definition">¶</a></dt>
-<dd><p>Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.http_status_codes">
-<span class="sig-name descname"><span class="pre">http_status_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.http_status_codes" title="Link to this definition">¶</a></dt>
-<dd><p>List of HTTP status codes that should trigger a retry.
-If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.</p>
-</dd></dl>
-
+<p>Config for caches.list method.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.initial_delay">
-<span class="sig-name descname"><span class="pre">initial_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.initial_delay" title="Link to this definition">¶</a></dt>
-<dd><p>Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.</p>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.jitter">
-<span class="sig-name descname"><span class="pre">jitter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.jitter" title="Link to this definition">¶</a></dt>
-<dd><p>Randomness factor for the delay. If not specified, default to 1.0.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.HttpRetryOptionsDict.max_delay">
-<span class="sig-name descname"><span class="pre">max_delay</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.HttpRetryOptionsDict.max_delay" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Image">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Image</span></span><a class="headerlink" href="#genai.types.Image" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsResponse</span></span><a class="headerlink" href="#genai.types.ListCachedContentsResponse" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An image.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListCachedContentsResponse&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
@@ -103888,21 +159496,237 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;cachedContents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CachedContent&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of cached contents.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontents&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A resource used in LLM queries for users to explicitly specify what to cache.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-generated resource name of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-generated meaningful display name of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the publisher model to use for cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Creation time of the cache entry.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When the cache entry was last updated in UTC time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiration time of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CachedContentUsageMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CachedContentUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of audio in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiodurationseconds&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;textCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of text characters. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens that the cached content consumes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of video in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videodurationseconds&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContentUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -103912,19 +159736,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Image.gcs_uri" title="genai.types.Image.gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Image.image_bytes" title="genai.types.Image.image_bytes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_bytes</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Image.mime_type" title="genai.types.Image.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListCachedContentsResponse.cached_contents" title="genai.types.ListCachedContentsResponse.cached_contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_contents</span> <span class="pre">(list[genai.types.CachedContent]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListCachedContentsResponse.next_page_token" title="genai.types.ListCachedContentsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListCachedContentsResponse.sdk_http_response" title="genai.types.ListCachedContentsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Image.gcs_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsUri')</span></em><a class="headerlink" href="#genai.types.Image.gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The Cloud Storage URI of the image. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value
-for this field or the <code class="docutils literal notranslate"><span class="pre">image_bytes</span></code> field but not both.</p>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse.cached_contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContent" title="genai.types.CachedContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContent</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContents')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponse.cached_contents" title="Link to this definition">¶</a></dt>
+<dd><p>List of cached contents.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -103935,11 +159758,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Image.image_bytes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageBytes')</span></em><a class="headerlink" href="#genai.types.Image.image_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>The image bytes data. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value for this field
-or the <code class="docutils literal notranslate"><span class="pre">gcs_uri</span></code> field but not both.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -103949,9 +159770,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Image.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.Image.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>The MIME type of the image.</p>
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -103961,116 +159782,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Image.from_file">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.from_file" title="Link to this definition">¶</a></dt>
-<dd><p>Lazy-loads an image from a local file or Google Cloud Storage.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>location</strong> – The local path or Google Cloud Storage URI from which to load
-the image.</p></li>
-<li><p><strong>mime_type</strong> – The MIME type of the image. If not provided, the MIME type
-will be automatically determined.</p></li>
-</ul>
-</dd>
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A loaded image as an <cite>Image</cite> object.</p>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Image.model_post_init">
-<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span></em>, <em class="sig-param"><span class="positional-only-separator o"><abbr title="Positional-only parameter separator (PEP 570)"><span class="pre">/</span></abbr></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.model_post_init" title="Link to this definition">¶</a></dt>
-<dd><p>This function is meant to behave like a BaseModel method to initialize private attributes.</p>
-<p>It takes context as an argument since that’s what pydantic-core passes when calling it.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>self</strong> – The BaseModel instance.</p></li>
-<li><p><strong>context</strong> – The context.</p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsResponseDict</span></span><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict.cached_contents">
+<span class="sig-name descname"><span class="pre">cached_contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContentDict" title="genai.types.CachedContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict.cached_contents" title="Link to this definition">¶</a></dt>
+<dd><p>List of cached contents.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Image.save">
-<span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">location</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.save" title="Link to this definition">¶</a></dt>
-<dd><p>Saves the image to a file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><p><strong>location</strong> – Local path where to save the image.</p>
-</dd>
-</dl>
-</dd></dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Image.show">
-<span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Image.show" title="Link to this definition">¶</a></dt>
-<dd><p>Shows the image.</p>
-<p>This method only works in a notebook environment.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImageConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfig</span></span><a class="headerlink" href="#genai.types.ImageConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsConfig</span></span><a class="headerlink" href="#genai.types.ListDocumentsConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The image generation configuration to be used in GenerateContentConfig.</p>
+<p>Config for optional parameters.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image generation configuration to be used in GenerateContentConfig.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListDocumentsConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for optional parameters.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspect ratio of the generated images. Supported values are\n      \&quot;1:1\&quot;, \&quot;2:3\&quot;, \&quot;3:2\&quot;, \&quot;3:4\&quot;, \&quot;4:3\&quot;, \&quot;9:16\&quot;, \&quot;16:9\&quot;, and \&quot;21:9\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aspectratio&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the size of generated images. Supported\n      values are `1K`, `2K`, `4K`. If not specified, the model will use default\n      value `1K`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesize&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -104080,66 +159857,163 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the generation of people. Supported values are:\n      ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Persongeneration&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;prominentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProminentPeople&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image. This field is not\n      supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for\n      ``image/jpeg`` only). This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageConfigImageOutputOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image output format for generated images. This field is not supported in Gemini API.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -104149,34 +160023,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProminentPeople&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls whether prominent people (celebrities) generation is allowed.\n\nIf used with personGeneration, personGeneration enum would take precedence.\nFor instance, if ALLOW_NONE is set, all person generation would be blocked. If\nthis field is unspecified, the default behavior is to allow prominent people.\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PROMINENT_PEOPLE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_PROMINENT_PEOPLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_PROMINENT_PEOPLE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProminentPeople&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -104187,23 +160114,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.aspect_ratio" title="genai.types.ImageConfig.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.image_output_options" title="genai.types.ImageConfig.image_output_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_output_options</span> <span class="pre">(genai.types.ImageConfigImageOutputOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.image_size" title="genai.types.ImageConfig.image_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_size</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.output_compression_quality" title="genai.types.ImageConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.output_mime_type" title="genai.types.ImageConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.person_generation" title="genai.types.ImageConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfig.prominent_people" title="genai.types.ImageConfig.prominent_people"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prominent_people</span> <span class="pre">(genai.types.ProminentPeople</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListDocumentsConfig.http_options" title="genai.types.ListDocumentsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListDocumentsConfig.page_size" title="genai.types.ListDocumentsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListDocumentsConfig.page_token" title="genai.types.ListDocumentsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.aspect_ratio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.ImageConfig.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Aspect ratio of the generated images. Supported values are
-“1:1”, “2:3”, “3:2”, “3:4”, “4:3”, “9:16”, “16:9”, and “21:9”.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104214,10 +160136,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.image_output_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_output_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptions" title="genai.types.ImageConfigImageOutputOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfigImageOutputOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageOutputOptions')</span></em><a class="headerlink" href="#genai.types.ImageConfig.image_output_options" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The image output format for generated images. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -104227,12 +160148,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.image_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSize')</span></em><a class="headerlink" href="#genai.types.ImageConfig.image_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the size of generated images. Supported
-values are <cite>1K</cite>, <cite>2K</cite>, <cite>4K</cite>. If not specified, the model will use default
-value <cite>1K</cite>.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -104241,25 +160159,356 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.output_compression_quality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.ImageConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for
-<code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code> only). This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsConfigDict</span></span><a class="headerlink" href="#genai.types.ListDocumentsConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for optional parameters.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsResponse</span></span><a class="headerlink" href="#genai.types.ListDocumentsResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for documents.list return value.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListDocumentsResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for documents.list return value.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token, which can be sent as `page_token` to retrieve the next page. If this field is omitted, there are no more pages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;documents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Document&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The returned `Document`s.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documents&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Document&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A Document is a collection of Chunks.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Immutable. Identifier. The `Document` resource name. The ID (name excluding the \&quot;fileSearchStores/&amp;#42;/documents/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `Document`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Semantic Retriever Documentation\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DocumentState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Current state of the `Document`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the Document.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The mime type of the Document.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User provided custom metadata stored as key-value pairs used for querying. A `Document` can have a maximum of 20 `CustomMetadata`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Document&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DocumentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nCurrent state of the `Document`. This enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATE_PENDING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATE_ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATE_FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DocumentState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListDocumentsResponse.documents" title="genai.types.ListDocumentsResponse.documents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">documents</span> <span class="pre">(list[genai.types.Document]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListDocumentsResponse.next_page_token" title="genai.types.ListDocumentsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListDocumentsResponse.sdk_http_response" title="genai.types.ListDocumentsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.output_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.ImageConfig.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image. This field is not
-supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse.documents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">documents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Document" title="genai.types.Document"><code class="xref py py-class docutils literal notranslate"><span class="pre">Document</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponse.documents" title="Link to this definition">¶</a></dt>
+<dd><p>The returned <a href="#id47"><span class="problematic" id="id48">`</span></a>Document`s.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104270,10 +160519,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.person_generation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.ImageConfig.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Controls the generation of people. Supported values are:
-ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104284,9 +160532,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfig.prominent_people">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prominent_people</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProminentPeople" title="genai.types.ProminentPeople"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProminentPeople</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'prominentPeople')</span></em><a class="headerlink" href="#genai.types.ImageConfig.prominent_people" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104299,77 +160547,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfigDict</span></span><a class="headerlink" href="#genai.types.ImageConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsResponseDict</span></span><a class="headerlink" href="#genai.types.ListDocumentsResponseDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The image generation configuration to be used in GenerateContentConfig.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.aspect_ratio">
-<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Aspect ratio of the generated images. Supported values are
-“1:1”, “2:3”, “3:2”, “3:4”, “4:3”, “9:16”, “16:9”, and “21:9”.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.image_output_options">
-<span class="sig-name descname"><span class="pre">image_output_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptionsDict" title="genai.types.ImageConfigImageOutputOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageConfigImageOutputOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.image_output_options" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The image output format for generated images. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.image_size">
-<span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.image_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the size of generated images. Supported
-values are <cite>1K</cite>, <cite>2K</cite>, <cite>4K</cite>. If not specified, the model will use default
-value <cite>1K</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.output_compression_quality">
-<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for
-<code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code> only). This field is not supported in Gemini API.</p>
-</dd></dl>
-
+<p>Config for documents.list return value.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.output_mime_type">
-<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image. This field is not
-supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict.documents">
+<span class="sig-name descname"><span class="pre">documents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DocumentDict" title="genai.types.DocumentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DocumentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponseDict.documents" title="Link to this definition">¶</a></dt>
+<dd><p>The returned <a href="#id49"><span class="problematic" id="id50">`</span></a>Document`s.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.person_generation">
-<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Controls the generation of people. Supported values are:
-ALLOW_ALL, ALLOW_ADULT, ALLOW_NONE.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigDict.prominent_people">
-<span class="sig-name descname"><span class="pre">prominent_people</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProminentPeople" title="genai.types.ProminentPeople"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProminentPeople</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigDict.prominent_people" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Controls whether prominent people (celebrities) generation is allowed. If used with personGeneration, personGeneration enum would take precedence. For instance, if ALLOW_NONE is set, all person generation would be blocked. If this field is unspecified, the default behavior is to allow prominent people. This field is not supported in Gemini API.</p>
+<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptions">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfigImageOutputOptions</span></span><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptions" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresConfig</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The image output format for generated images.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Optional parameters for listing FileSearchStore.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageConfigImageOutputOptions&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image output format for generated images.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFileSearchStoresConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for listing FileSearchStore.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;compressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -104379,10 +160608,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The compression quality of the output image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compressionquality&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -104392,8 +160621,254 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image format that the output should be saved as.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -104403,17 +160878,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptions.compression_quality" title="genai.types.ImageConfigImageOutputOptions.compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageConfigImageOutputOptions.mime_type" title="genai.types.ImageConfigImageOutputOptions.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresConfig.http_options" title="genai.types.ListFileSearchStoresConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresConfig.page_size" title="genai.types.ListFileSearchStoresConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresConfig.page_token" title="genai.types.ListFileSearchStoresConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptions.compression_quality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compressionQuality')</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptions.compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The compression quality of the output image.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104424,10 +160900,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptions.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptions.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The image format that the output should be saved as.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -104436,240 +160911,264 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptionsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageConfigImageOutputOptionsDict</span></span><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptionsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The image output format for generated images.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptionsDict.compression_quality">
-<span class="sig-name descname"><span class="pre">compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptionsDict.compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The compression quality of the output image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageConfigImageOutputOptionsDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageConfigImageOutputOptionsDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The image format that the output should be saved as.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageDict</span></span><a class="headerlink" href="#genai.types.ImageDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresConfigDict</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageDict.gcs_uri">
-<span class="sig-name descname"><span class="pre">gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageDict.gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>The Cloud Storage URI of the image. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value
-for this field or the <code class="docutils literal notranslate"><span class="pre">image_bytes</span></code> field but not both.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageDict.image_bytes">
-<span class="sig-name descname"><span class="pre">image_bytes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageDict.image_bytes" title="Link to this definition">¶</a></dt>
-<dd><p>The image bytes data. <code class="docutils literal notranslate"><span class="pre">Image</span></code> can contain a value for this field
-or the <code class="docutils literal notranslate"><span class="pre">gcs_uri</span></code> field but not both.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>The MIME type of the image.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImagePromptLanguage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImagePromptLanguage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Enum that specifies the language of the text in the prompt.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.auto">
-<span class="sig-name descname"><span class="pre">auto</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'auto'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.auto" title="Link to this definition">¶</a></dt>
-<dd><p>Auto-detect the language.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.en">
-<span class="sig-name descname"><span class="pre">en</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'en'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.en" title="Link to this definition">¶</a></dt>
-<dd><p>English</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.es">
-<span class="sig-name descname"><span class="pre">es</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'es'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.es" title="Link to this definition">¶</a></dt>
-<dd><p>Spanish</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.hi">
-<span class="sig-name descname"><span class="pre">hi</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'hi'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.hi" title="Link to this definition">¶</a></dt>
-<dd><p>Hindi</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.ja">
-<span class="sig-name descname"><span class="pre">ja</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ja'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.ja" title="Link to this definition">¶</a></dt>
-<dd><p>Japanese</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.ko">
-<span class="sig-name descname"><span class="pre">ko</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ko'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.ko" title="Link to this definition">¶</a></dt>
-<dd><p>Korean</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.pt">
-<span class="sig-name descname"><span class="pre">pt</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'pt'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.pt" title="Link to this definition">¶</a></dt>
-<dd><p>Portuguese</p>
-</dd></dl>
-
+<p>Optional parameters for listing FileSearchStore.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImagePromptLanguage.zh">
-<span class="sig-name descname"><span class="pre">zh</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'zh'</span></em><a class="headerlink" href="#genai.types.ImagePromptLanguage.zh" title="Link to this definition">¶</a></dt>
-<dd><p>Chinese</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageResizeMode">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageResizeMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImageResizeMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Resize mode for the image input for video generation.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageResizeMode.CROP">
-<span class="sig-name descname"><span class="pre">CROP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CROP'</span></em><a class="headerlink" href="#genai.types.ImageResizeMode.CROP" title="Link to this definition">¶</a></dt>
-<dd><p>Crop the image to fit the correct aspect ratio (so we lose parts
-of the image in the process).</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageResizeMode.PAD">
-<span class="sig-name descname"><span class="pre">PAD</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PAD'</span></em><a class="headerlink" href="#genai.types.ImageResizeMode.PAD" title="Link to this definition">¶</a></dt>
-<dd><p>Pad the image to fit the correct aspect ratio (so we don’t lose
-any parts of the image in the process).</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormat">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageResponseFormat</span></span><a class="headerlink" href="#genai.types.ImageResponseFormat" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresResponse</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for image-specific output formatting.</p>
+<p>Config for file_search_stores.list return value.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFileSearchStoresResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for file_search_stores.list return value.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token, which can be sent as `page_token` to retrieve the next page. If this field is omitted, there are no more pages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;fileSearchStores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearchStore&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The returned file search stores.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstores&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A collection of Documents.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Immutable. Identifier. The `FileSearchStore` resource name. It is an ID (name excluding the \&quot;fileSearchStores/\&quot; prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/my-awesome-file-search-store-123a456b789c` If `display_name` is not provided, the name will be randomly generated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `FileSearchStore`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Docs on Semantic Retriever\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;activeDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are active and ready for retrieval.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Activedocumentscount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pendingDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are being processed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pendingdocumentscount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;failedDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that have failed processing.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Faileddocumentscount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the `FileSearchStore`. This is the total size of all the documents in the `FileSearchStore`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;embeddingModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding model used by the FileSearchStore.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddingmodel&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearchStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -104679,32 +161178,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.aspect_ratio" title="genai.types.ImageResponseFormat.aspect_ratio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aspect_ratio</span> <span class="pre">(genai.types.AspectRatio</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.delivery" title="genai.types.ImageResponseFormat.delivery"><code class="xref py py-obj docutils literal notranslate"><span class="pre">delivery</span> <span class="pre">(genai.types.Delivery</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.image_size" title="genai.types.ImageResponseFormat.image_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">image_size</span> <span class="pre">(genai.types.ImageSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImageResponseFormat.mime_type" title="genai.types.ImageResponseFormat.mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresResponse.file_search_stores" title="genai.types.ListFileSearchStoresResponse.file_search_stores"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search_stores</span> <span class="pre">(list[genai.types.FileSearchStore]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresResponse.next_page_token" title="genai.types.ListFileSearchStoresResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresResponse.sdk_http_response" title="genai.types.ListFileSearchStoresResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.aspect_ratio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AspectRatio" title="genai.types.AspectRatio"><code class="xref py py-class docutils literal notranslate"><span class="pre">AspectRatio</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aspectRatio')</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The aspect ratio for the image output.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.delivery">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">delivery</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Delivery" title="genai.types.Delivery"><code class="xref py py-class docutils literal notranslate"><span class="pre">Delivery</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.delivery" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Delivery mode for the generated content.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse.file_search_stores">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search_stores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearchStore" title="genai.types.FileSearchStore"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearchStore</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearchStores')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse.file_search_stores" title="Link to this definition">¶</a></dt>
+<dd><p>The returned file search stores.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104715,9 +161200,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.image_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageSize" title="genai.types.ImageSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'imageSize')</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.image_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The size of the image output.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104728,9 +161213,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormat.mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mimeType')</span></em><a class="headerlink" href="#genai.types.ImageResponseFormat.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The MIME type of the image output.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -104743,191 +161228,250 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageResponseFormatDict</span></span><a class="headerlink" href="#genai.types.ImageResponseFormatDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for image-specific output formatting.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.aspect_ratio">
-<span class="sig-name descname"><span class="pre">aspect_ratio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AspectRatio" title="genai.types.AspectRatio"><code class="xref py py-class docutils literal notranslate"><span class="pre">AspectRatio</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.aspect_ratio" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The aspect ratio for the image output.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.delivery">
-<span class="sig-name descname"><span class="pre">delivery</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Delivery" title="genai.types.Delivery"><code class="xref py py-class docutils literal notranslate"><span class="pre">Delivery</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.delivery" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Delivery mode for the generated content.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.image_size">
-<span class="sig-name descname"><span class="pre">image_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageSize" title="genai.types.ImageSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.image_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The size of the image output.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageResponseFormatDict.mime_type">
-<span class="sig-name descname"><span class="pre">mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImageResponseFormatDict.mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The MIME type of the image output.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImageSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageSearch</span></span><a class="headerlink" href="#genai.types.ImageSearch" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Image search for grounding and related configurations.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageSearchDict</span></span><a class="headerlink" href="#genai.types.ImageSearchDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresResponseDict</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Image search for grounding and related configurations.</p>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImageSize">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImageSize</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImageSize" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The size of the image output.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_FIVE_TWELVE">
-<span class="sig-name descname"><span class="pre">IMAGE_SIZE_FIVE_TWELVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_FIVE_TWELVE'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_FIVE_TWELVE" title="Link to this definition">¶</a></dt>
-<dd><p>512px image size.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_FOUR_K">
-<span class="sig-name descname"><span class="pre">IMAGE_SIZE_FOUR_K</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_FOUR_K'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_FOUR_K" title="Link to this definition">¶</a></dt>
-<dd><p>4K image size.</p>
-</dd></dl>
-
+<p>Config for file_search_stores.list return value.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_ONE_K">
-<span class="sig-name descname"><span class="pre">IMAGE_SIZE_ONE_K</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_ONE_K'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_ONE_K" title="Link to this definition">¶</a></dt>
-<dd><p>1K image size.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict.file_search_stores">
+<span class="sig-name descname"><span class="pre">file_search_stores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearchStoreDict" title="genai.types.FileSearchStoreDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearchStoreDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict.file_search_stores" title="Link to this definition">¶</a></dt>
+<dd><p>The returned file search stores.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_TWO_K">
-<span class="sig-name descname"><span class="pre">IMAGE_SIZE_TWO_K</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_TWO_K'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_TWO_K" title="Link to this definition">¶</a></dt>
-<dd><p>2K image size.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImageSize.IMAGE_SIZE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">IMAGE_SIZE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE_SIZE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ImageSize.IMAGE_SIZE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Default value. This value is unused.</p>
+<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileConfig</span></span><a class="headerlink" href="#genai.types.ImportFileConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFilesConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesConfig</span></span><a class="headerlink" href="#genai.types.ListFilesConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for importing a file.</p>
+<p>Used to override the default configuration.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFilesConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomMetadata&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided custom metadata stored as key-value pairs used for querying.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;chunkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ChunkingConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for telling the service how to chunk the file.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ChunkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for telling the service how to chunk the file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;whiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WhiteSpaceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;White space chunking configuration.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ChunkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -104937,95 +161481,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WhiteSpaceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a white space chunking algorithm.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;maxTokensPerChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens per chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtokensperchunk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOverlapTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of overlapping tokens between two adjacent chunks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoverlaptokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WhiteSpaceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -105035,18 +161559,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ImportFileConfig.chunking_config" title="genai.types.ImportFileConfig.chunking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">chunking_config</span> <span class="pre">(genai.types.ChunkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImportFileConfig.custom_metadata" title="genai.types.ImportFileConfig.custom_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_metadata</span> <span class="pre">(list[genai.types.CustomMetadata]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImportFileConfig.http_options" title="genai.types.ImportFileConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFilesConfig.http_options" title="genai.types.ListFilesConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFilesConfig.page_size" title="genai.types.ListFilesConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFilesConfig.page_token" title="genai.types.ListFilesConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfig.chunking_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chunking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ChunkingConfig" title="genai.types.ChunkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ChunkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'chunkingConfig')</span></em><a class="headerlink" href="#genai.types.ImportFileConfig.chunking_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for telling the service how to chunk the file.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListFilesConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -105057,10 +161581,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfig.custom_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadata" title="genai.types.CustomMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadata</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customMetadata')</span></em><a class="headerlink" href="#genai.types.ImportFileConfig.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>User provided custom metadata stored as key-value pairs used for querying.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListFilesConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListFilesConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -105070,10 +161593,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ImportFileConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListFilesConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListFilesConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -105085,134 +161607,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileConfigDict</span></span><a class="headerlink" href="#genai.types.ImportFileConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesConfigDict</span></span><a class="headerlink" href="#genai.types.ListFilesConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for importing a file.</p>
+<p>Used to override the default configuration.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict.chunking_config">
-<span class="sig-name descname"><span class="pre">chunking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ChunkingConfigDict" title="genai.types.ChunkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ChunkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileConfigDict.chunking_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for telling the service how to chunk the file.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict.custom_metadata">
-<span class="sig-name descname"><span class="pre">custom_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomMetadataDict" title="genai.types.CustomMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomMetadataDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ImportFileConfigDict.custom_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>User provided custom metadata stored as key-value pairs used for querying.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImportFileConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImportFileOperation">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileOperation</span></span><a class="headerlink" href="#genai.types.ImportFileOperation" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code>, <a class="reference internal" href="#genai.types.Operation" title="genai.types.Operation"><code class="xref py py-class docutils literal notranslate"><span class="pre">Operation</span></code></a></p>
-<p>Long-running operation for importing a file to a FileSearchStore.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesResponse</span></span><a class="headerlink" href="#genai.types.ListFilesResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the list files method.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileOperation&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Long-running operation for importing a file to a FileSearchStore.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFilesResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the list files method.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error result of the operation in case of failure or cancellation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token that can be sent as a `page_token` into a subsequent `ListFiles` call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;files&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImportFileResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result of the ImportFile operation, available when the operation is done.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of `File`s.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Files&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -105222,32 +161714,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImportFileResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for ImportFile to import a File API file with a file search store.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -105255,12 +161754,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the FileSearchStore containing Documents.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -105268,108 +161768,189 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier for the Document imported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ImportFileOperation.response" title="genai.types.ImportFileOperation.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.ImportFileResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileOperation.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImportFileResponse" title="genai.types.ImportFileResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImportFileResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ImportFileOperation.response" title="Link to this definition">¶</a></dt>
-<dd><p>The result of the ImportFile operation, available when the operation is done.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.ImportFileOperation.from_api_response">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_api_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_vertex_ai</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ImportFileOperation.from_api_response" title="Link to this definition">¶</a></dt>
-<dd><p>Instantiates a ImportFileOperation from an API response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Self</span></code></span></p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileResponse</span></span><a class="headerlink" href="#genai.types.ImportFileResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for ImportFile to import a File API file with a file search store.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImportFileResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for ImportFile to import a File API file with a file search store.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the FileSearchStore containing Documents.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parent&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier for the Document imported.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
@@ -105415,18 +161996,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ImportFileResponse.document_name" title="genai.types.ImportFileResponse.document_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">document_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImportFileResponse.parent" title="genai.types.ImportFileResponse.parent"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parent</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ImportFileResponse.sdk_http_response" title="genai.types.ImportFileResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFilesResponse.files" title="genai.types.ListFilesResponse.files"><code class="xref py py-obj docutils literal notranslate"><span class="pre">files</span> <span class="pre">(list[genai.types.File]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFilesResponse.next_page_token" title="genai.types.ListFilesResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListFilesResponse.sdk_http_response" title="genai.types.ListFilesResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponse.document_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'documentName')</span></em><a class="headerlink" href="#genai.types.ImportFileResponse.document_name" title="Link to this definition">¶</a></dt>
-<dd><p>The identifier for the Document imported.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponse.files">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListFilesResponse.files" title="Link to this definition">¶</a></dt>
+<dd><p>The list of <a href="#id51"><span class="problematic" id="id52">`</span></a>File`s.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -105437,9 +162018,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponse.parent">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ImportFileResponse.parent" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the FileSearchStore containing Documents.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListFilesResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token that can be sent as a <cite>page_token</cite> into a subsequent <cite>ListFiles</cite> call.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -105450,8 +162031,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ImportFileResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListFilesResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
 <dd><p>Used to retain the full HTTP response.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
@@ -105465,299 +162046,352 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ImportFileResponseDict</span></span><a class="headerlink" href="#genai.types.ImportFileResponseDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesResponseDict</span></span><a class="headerlink" href="#genai.types.ListFilesResponseDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for ImportFile to import a File API file with a file search store.</p>
+<p>Response for the list files method.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict.document_name">
-<span class="sig-name descname"><span class="pre">document_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileResponseDict.document_name" title="Link to this definition">¶</a></dt>
-<dd><p>The identifier for the Document imported.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict.files">
+<span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListFilesResponseDict.files" title="Link to this definition">¶</a></dt>
+<dd><p>The list of <a href="#id53"><span class="problematic" id="id54">`</span></a>File`s.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict.parent">
-<span class="sig-name descname"><span class="pre">parent</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileResponseDict.parent" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the FileSearchStore containing Documents.</p>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token that can be sent as a <cite>page_token</cite> into a subsequent <cite>ListFiles</cite> call.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ImportFileResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ImportFileResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
 <dd><p>Used to retain the full HTTP response.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedEmbedContentResponse</span></span><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsConfig</span></span><a class="headerlink" href="#genai.types.ListModelsConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for <cite>inlined_embedding_responses</cite> parameter.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedEmbedContentResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_embedding_responses` parameter.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListModelsConfig&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleEmbedContentResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The response to the request.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error encountered while processing the request.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The metadata associated with the request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;queryBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set true to list base models, false to list tuned models.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Querybase&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding generated from an input content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of floats representing an embedding.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;statistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbeddingStatistics&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Statistics of the input text associated with this\n      embedding.\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbedding&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics of the input text associated with the result of content embedding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;truncated&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncated&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. Number of tokens of the input text.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gemini Enterprise Agent Platform only. List of modalities and their token count for the input content.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokensdetails&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContentEmbeddingStatistics&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleEmbedContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `response` parameter.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContentEmbedding&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleEmbedContentResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -105767,19 +162401,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.InlinedEmbedContentResponse.error" title="genai.types.InlinedEmbedContentResponse.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.JobError</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedEmbedContentResponse.metadata" title="genai.types.InlinedEmbedContentResponse.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedEmbedContentResponse.response" title="genai.types.InlinedEmbedContentResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.SingleEmbedContentResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.filter" title="genai.types.ListModelsConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.http_options" title="genai.types.ListModelsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.page_size" title="genai.types.ListModelsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.page_token" title="genai.types.ListModelsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.query_base" title="genai.types.ListModelsConfig.query_base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">query_base</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse.error">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobError" title="genai.types.JobError"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobError</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse.error" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The error encountered while processing the request.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListModelsConfig.filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.filter" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -105789,9 +162424,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse.metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The metadata associated with the request.</p>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -105802,9 +162437,33 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponse.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleEmbedContentResponse" title="genai.types.SingleEmbedContentResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleEmbedContentResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponse.response" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The response to the request.</p>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListModelsConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListModelsConfig.query_base">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">query_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'queryBase')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.query_base" title="Link to this definition">¶</a></dt>
+<dd><p>Set true to list base models, false to list tuned models.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -105817,160 +162476,101 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedEmbedContentResponseDict</span></span><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsConfigDict</span></span><a class="headerlink" href="#genai.types.ListModelsConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for <cite>inlined_embedding_responses</cite> parameter.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobErrorDict" title="genai.types.JobErrorDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobErrorDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict.error" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The error encountered while processing the request.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.filter">
+<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.filter" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict.metadata">
-<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The metadata associated with the request.</p>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedEmbedContentResponseDict.response">
-<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleEmbedContentResponseDict" title="genai.types.SingleEmbedContentResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleEmbedContentResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedEmbedContentResponseDict.response" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The response to the request.</p>
-</dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.query_base">
+<span class="sig-name descname"><span class="pre">query_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.query_base" title="Link to this definition">¶</a></dt>
+<dd><p>Set true to list base models, false to list tuned models.</p>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.InlinedRequest">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedRequest</span></span><a class="headerlink" href="#genai.types.InlinedRequest" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for inlined request.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedRequest&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n      &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                           </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                              </span><span class="p">},</span>
-<span class="w">                              </span><span class="p">{</span>
-<span class="w">                                 </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                              </span><span class="p">}</span>
-<span class="w">                           </span><span class="p">]</span>
-<span class="w">                        </span><span class="p">},</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsResponse</span></span><a class="headerlink" href="#genai.types.ListModelsResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListModelsResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content of the request.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;models&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Model&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Models&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Checkpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the machine learning model version checkpoint.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -105978,56 +162578,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An endpoint where you deploy models.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106037,10 +162625,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;deployedModelId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106050,34 +162638,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model that&#39;s deployed to the endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deployedmodelid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106087,18 +162675,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A trained machine learning model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106108,22 +162696,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Display name of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106133,18 +162722,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;version&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106154,91 +162735,96 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Endpoint&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoints&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to organize your models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelInfo&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about the tuned model from the base model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of input tokens that the model can handle.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputtokenlimit&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of output tokens that the model can generate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputtokenlimit&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;supportedActions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of actions that are supported by the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supportedactions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defaultCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106248,94 +162834,99 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The default checkpoint id of a model version.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaultcheckpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Checkpoint&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature value used for sampling set when the dataset was saved.\n      This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxTemperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum temperature value used for sampling set when the\n      dataset was saved. This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtemperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model\n      considers only the smallest set of tokens whose cumulative probability is\n      at least `top_p`. This helps generate more diverse and less repetitive\n      responses. For example, a `top_p` of 0.9 means the model considers tokens\n      until the cumulative probability of the tokens to select from reaches 0.9.\n      It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model\n      considers only the top k most probable tokens for the next token. This can\n      be useful for generating more coherent and less random text. For example,\n      a `top_k` of 40 means the model will choose the next word from the 40 most\n      likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the model supports thinking features. If true, thoughts are\n      returned only if the model supports thought and thoughts are available.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinking&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuned machine learning model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106345,12 +162936,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the base model that you want to tune.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -106358,12 +162950,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -106371,91 +162964,163 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ListModelsResponse.models" title="genai.types.ListModelsResponse.models"><code class="xref py py-obj docutils literal notranslate"><span class="pre">models</span> <span class="pre">(list[genai.types.Model]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsResponse.next_page_token" title="genai.types.ListModelsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListModelsResponse.sdk_http_response" title="genai.types.ListModelsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponse.models">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">models</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Model" title="genai.types.Model"><code class="xref py py-class docutils literal notranslate"><span class="pre">Model</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListModelsResponse.models" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListModelsResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListModelsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsResponseDict</span></span><a class="headerlink" href="#genai.types.ListModelsResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict.models">
+<span class="sig-name descname"><span class="pre">models</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelDict" title="genai.types.ModelDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListModelsResponseDict.models" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsConfig</span></span><a class="headerlink" href="#genai.types.ListTuningJobsConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for the list tuning jobs method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListTuningJobsConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the list tuning jobs method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106465,24 +163130,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -106492,568 +163155,563 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.filter" title="genai.types.ListTuningJobsConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.http_options" title="genai.types.ListTuningJobsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.page_size" title="genai.types.ListTuningJobsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.page_token" title="genai.types.ListTuningJobsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.filter" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.page_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.page_size" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.page_token" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsConfigDict</span></span><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for the list tuning jobs method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.filter">
+<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.filter" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.page_size">
+<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.page_size" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.page_token">
+<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.page_token" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsResponse</span></span><a class="headerlink" href="#genai.types.ListTuningJobsResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the list tuning jobs method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListTuningJobsResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the list tuning jobs method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token to retrieve the next page of results. Pass this token in a subsequent [GenAiTuningService.ListTuningJobs] call to retrieve the next page of results.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;tuningJobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningJob&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning jobs that match the request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningjobs&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;AggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;AGGREGATION_METRIC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AVERAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STANDARD_DEVIATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VARIANCE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAXIMUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P90&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P95&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PERCENTILE_P99&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationMetric&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for the entire dataset and all metrics.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationResult&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;One AggregationResult per metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregationresults&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationDataset&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation &amp; aggregation.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AggregationResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for a single metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationMetric&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuMetricValue&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for bleu metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for code execution metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExactMatchMetricValue&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for exact match metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseMetricResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pairwise metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pointwise metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeMetricValue&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for rouge metric.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -107063,13 +163721,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -107077,104 +163742,113 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -107184,114 +163858,91 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -107300,65 +163951,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -107368,295 +164020,111 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.InlinedRequest.config" title="genai.types.InlinedRequest.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.GenerateContentConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedRequest.contents" title="genai.types.InlinedRequest.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">list[genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedRequest.metadata" title="genai.types.InlinedRequest.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedRequest.model" title="genai.types.InlinedRequest.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedRequest.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentConfig" title="genai.types.GenerateContentConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that contains optional model parameters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedRequest.contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.contents" title="Link to this definition">¶</a></dt>
-<dd><p>Content of the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedRequest.metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>The metadata to be associated with the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedRequest.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedRequest.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.InlinedRequestDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedRequestDict</span></span><a class="headerlink" href="#genai.types.InlinedRequestDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for inlined request.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentConfigDict" title="genai.types.GenerateContentConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration that contains optional model parameters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.contents">
-<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]]]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.contents" title="Link to this definition">¶</a></dt>
-<dd><p>Content of the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.metadata">
-<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>The metadata to be associated with the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedRequestDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedRequestDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.InlinedResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedResponse</span></span><a class="headerlink" href="#genai.types.InlinedResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for <cite>inlined_responses</cite> parameter.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InlinedResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for `inlined_responses` parameter.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the request.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata to be associated with the request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobError&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error encountered while processing the request.\n      &quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;BaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BaseModel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BlockedReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKED_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_ARMOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JAILBREAK&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BlockedReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Candidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A response candidate generated from the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of the response.\n      &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;citationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CitationMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source attribution of the generated content.\n      &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finishMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -107666,60 +164134,100 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the reason the model stopped generating tokens.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finishmessage&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens for this candidate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FinishReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n      &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when grounding is enabled. It\n      contains the sources used to ground the generated content.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;avgLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The average log probability of the tokens in this candidate. This is a length-normalized score that can be used to compare the quality of candidates of different lengths. A higher average log probability suggests a more confident and coherent response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avglogprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -107729,71 +164237,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 0-based index of this candidate in the list of generated responses. This is useful for distinguishing between multiple candidates when `candidate_count` &gt; 1.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed log probability information for the tokens in this candidate. This is useful for debugging, understanding model uncertainty, and identifying potential \&quot;hallucinations\&quot;.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of ratings for the safety of a response candidate. There is at most one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Citation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A citation for a piece of generatedcontent.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The end index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;license&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -107803,37 +164306,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The license of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;License&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;publicationDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleTypeDate&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The publication date of the source of the citation.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The start index of the citation in the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -107841,10 +164370,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The title of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -107854,35 +164383,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the source of the citation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CitationMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citation information when the model quotes another source.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;citations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Citation&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Citations&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CitationMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -107931,15 +164449,15 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -107948,149 +164466,177 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FinishReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the model stopped generating tokens.\n\nIf empty, the model has not stopped generating the tokens.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FINISH_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_TOKENS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SPII&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNEXPECTED_TOOL_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TOO_MANY_TOOL_CALLS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_RECITATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_OTHER&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FinishReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -108100,24 +164646,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -108127,47 +164688,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -108177,438 +164742,403 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for PredictionService.GenerateContent.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Candidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response variations returned by the model.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timestamp when the request is made to the server.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The model version used to generate the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelversion&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponsePromptFeedback&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. response_id is used to identify each response. It is the encoding of the event_id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerateContentResponseUsageMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the response(s).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The current model status of this model. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;automaticFunctionCallingHistory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Automaticfunctioncallinghistory&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BaseModel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Create a collection of name/value pairs.\n\nExample enumeration:\n\n&gt;&gt;&gt; class Color(Enum):\n...     RED = 1\n...     BLUE = 2\n...     GREEN = 3\n\nAccess them by:\n\n- attribute access:\n\n  &gt;&gt;&gt; Color.RED\n  &lt;Color.RED: 1&gt;\n\n- value lookup:\n\n  &gt;&gt;&gt; Color(1)\n  &lt;Color.RED: 1&gt;\n\n- name lookup:\n\n  &gt;&gt;&gt; Color[&#39;RED&#39;]\n  &lt;Color.RED: 1&gt;\n\nEnumerations can be iterated over, and know how many members they have:\n\n&gt;&gt;&gt; len(Color)\n3\n\n&gt;&gt;&gt; list(Color)\n[&lt;Color.RED: 1&gt;, &lt;Color.BLUE: 2&gt;, &lt;Color.GREEN: 3&gt;]\n\nMethods can be added to enumerations, and members can have their own\nattributes -- see the documentation for details.&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
-<span class="w">                     </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;First candidate from the parsed response if response_schema is provided. Not available for streaming.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsed&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content filter results for a prompt sent in the request.\n\nNote: This is sent only in the first stream chunk and only if no candidates\nwere generated due to content violations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blockReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BlockedReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The reason why the prompt was blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;blockReasonMessage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A readable message that explains the reason why the prompt was blocked. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blockreasonmessage&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyRatings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DistillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics for distillation prompt dataset.\n\nThese statistics do not include the responses sampled from the teacher model.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyRating&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of safety ratings for the prompt. There is one rating per category.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetyratings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics computed for the training dataset.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponsePromptFeedback&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationDataStats&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DistillationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about the content generation request and response.\n\nThis message provides a detailed breakdown of token usage and other relevant\nmetrics. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -108618,246 +165148,231 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidatesTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the generated candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatestokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DistillationSamplingSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation sampling spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported\n       models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format:\n      `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for distillation.\n     The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing prompt dataset for distillation.\n      The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperparameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for distillation tuning.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerateContentResponseUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSamplingSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleTypeDate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DistillationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a whole or partial calendar date, such as a birthday.\n\nThe time of day and time zone are either specified elsewhere or are\ninsignificant. The date is relative to the Gregorian Calendar. This can\nrepresent one of the following: * A full date, with non-zero year, month, and\nday values. * A month and day, with a zero year (for example, an anniversary).\n* A year on its own, with a zero month and a zero day. * A year and month,\nwith a zero day (for example, a credit card expiration date). Related types: *\ngoogle.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation tuning spec for tuning.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;day&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn&#39;t significant.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Day&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;month&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Month&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;year&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Year&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleTypeDate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Distillation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pipelineRootDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pipelinerootdirectory&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;studentModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The student model that is being tuned, e.g., \&quot;google/gemma-2b-1.1-it\&quot;. Deprecated. Use base_model instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Studentmodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -108867,56 +165382,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EncryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -108926,69 +165457,97 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationOutput&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Aggregation statistics derived from results of EvaluationService.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputInfo&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Output info for EvaluationService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluateDatasetRun&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluate Dataset Run Result for Tuning Job.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -108998,36 +165557,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error of the evaluation run if any.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluateDatasetResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Results for EvaluationService.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluationRun&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109037,34 +165594,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the evaluation run. Format: `projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationrun&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;operationName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Deprecated: The updated architecture uses evaluation_run instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Operationname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetRun&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -109073,60 +165631,106 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109136,10 +165740,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109149,30 +165753,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109182,23 +165795,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109208,70 +165820,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109281,31 +165889,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109315,22 +165922,62 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109340,10 +165987,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109353,10 +166000,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109366,14 +166013,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -109382,23 +166037,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -109408,10 +166050,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109421,42 +166063,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FullFineTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedHyperParameters&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Full Fine Tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109466,10 +166096,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109479,10 +166109,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FullFineTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109492,54 +166130,41 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -109548,326 +166173,239 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_PROBABILITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmProbability&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmSeverity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe severity of harm for this category. This enum is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_NEGLIGIBLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_SEVERITY_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmSeverity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;JobError&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -109877,131 +166415,133 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -110010,438 +166550,349 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -110451,23 +166902,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -110477,275 +166928,229 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyRating&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety rating for a piece of content.\n\nThe safety rating contains the harm category and the harm probability level.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blocked&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Indicates whether the content was blocked because of this rating.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blocked&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The harm category of this rating.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;overwrittenThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The overwritten threshold for the safety category of Gemini 2.0 image out. If minors are detected in the output image, the threshold of each safety category will be overwritten if user sets a lower threshold. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmProbability&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability of harm for this category.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;probabilityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The probability score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Probabilityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmSeverity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity of harm for this category. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;severityScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The severity score of harm for this category. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Severityscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyRating&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -110755,23 +167160,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -110781,240 +167190,227 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -111022,42 +167418,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;JobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job state.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_QUEUED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_PENDING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_RUNNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_SUCCEEDED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_CANCELLING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_PAUSED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_EXPIRED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_UPDATING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;JOB_STATE_PARTIALLY_SUCCEEDED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobState&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LLMBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -111067,44 +167472,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -111114,856 +167510,450 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.InlinedResponse.error" title="genai.types.InlinedResponse.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(genai.types.JobError</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedResponse.metadata" title="genai.types.InlinedResponse.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.InlinedResponse.response" title="genai.types.InlinedResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(genai.types.GenerateContentResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedResponse.error">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobError" title="genai.types.JobError"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobError</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedResponse.error" title="Link to this definition">¶</a></dt>
-<dd><p>The error encountered while processing the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedResponse.metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedResponse.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>The metadata to be associated with the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.InlinedResponse.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponse" title="genai.types.GenerateContentResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.InlinedResponse.response" title="Link to this definition">¶</a></dt>
-<dd><p>The response to the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.InlinedResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InlinedResponseDict</span></span><a class="headerlink" href="#genai.types.InlinedResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for <cite>inlined_responses</cite> parameter.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedResponseDict.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JobErrorDict" title="genai.types.JobErrorDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">JobErrorDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedResponseDict.error" title="Link to this definition">¶</a></dt>
-<dd><p>The error encountered while processing the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedResponseDict.metadata">
-<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.InlinedResponseDict.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>The metadata to be associated with the request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InlinedResponseDict.response">
-<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerateContentResponseDict" title="genai.types.GenerateContentResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerateContentResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.InlinedResponseDict.response" title="Link to this definition">¶</a></dt>
-<dd><p>The response to the request.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.InteractionStatus">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">InteractionStatus</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.InteractionStatus" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The different activity states of the live session.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InteractionStatus.IDLE">
-<span class="sig-name descname"><span class="pre">IDLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IDLE'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.IDLE" title="Link to this definition">¶</a></dt>
-<dd><p>The server has completed all processing and background reasoning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InteractionStatus.INTERACTION_STATUS_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">INTERACTION_STATUS_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'INTERACTION_STATUS_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.INTERACTION_STATUS_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified interaction status.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InteractionStatus.IN_PROGRESS">
-<span class="sig-name descname"><span class="pre">IN_PROGRESS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IN_PROGRESS'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.IN_PROGRESS" title="Link to this definition">¶</a></dt>
-<dd><p>The server is still actively processing user input or running background reasoning. More model output may follow.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.InteractionStatus.REQUIRES_ACTION">
-<span class="sig-name descname"><span class="pre">REQUIRES_ACTION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REQUIRES_ACTION'</span></em><a class="headerlink" href="#genai.types.InteractionStatus.REQUIRES_ACTION" title="Link to this definition">¶</a></dt>
-<dd><p>Use IDLE instead.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Interval">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Interval</span></span><a class="headerlink" href="#genai.types.Interval" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).</p>
-<p>The start must be less than or equal to the end. When the start equals the
-end, the interval is empty (matches no time). When both start and end are
-unspecified, the interval matches any time.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Interval.end_time" title="genai.types.Interval.end_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">end_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Interval.start_time" title="genai.types.Interval.start_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">start_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Interval.end_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">end_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'endTime')</span></em><a class="headerlink" href="#genai.types.Interval.end_time" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Interval.start_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">start_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'startTime')</span></em><a class="headerlink" href="#genai.types.Interval.start_time" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.IntervalDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">IntervalDict</span></span><a class="headerlink" href="#genai.types.IntervalDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).</p>
-<p>The start must be less than or equal to the end. When the start equals the
-end, the interval is empty (matches no time). When both start and end are
-unspecified, the interval matches any time.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.IntervalDict.end_time">
-<span class="sig-name descname"><span class="pre">end_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.IntervalDict.end_time" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.IntervalDict.start_time">
-<span class="sig-name descname"><span class="pre">start_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.IntervalDict.start_time" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.JSONSchema">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JSONSchema</span></span><a class="headerlink" href="#genai.types.JSONSchema" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A subset of JSON Schema according to 2020-12 JSON Schema draft.</p>
-<p>Represents a subset of a JSON Schema object that is used by the Gemini model.
-The difference between this class and the Schema class is that this class is
-compatible with OpenAPI 3.1 schema objects. And the Schema class is used to
-make API call to Gemini model.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JSONSchema&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A subset of JSON Schema according to 2020-12 JSON Schema draft.\n\nRepresents a subset of a JSON Schema object that is used by the Gemini model.\nThe difference between this class and the Schema class is that this class is\ncompatible with OpenAPI 3.1 schema objects. And the Schema class is used to\nmake API call to Gemini model.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the type of the instance matches the type represented by the given type, or matches at least one of the given types.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define semantic information about a string instance.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A preferably short description about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An explanation about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This keyword can be used to supply a default JSON value associated with a particular schema.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if each element of the instance not covered by prefixItems validates against this schema.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the instance is equal to one of the elements in this keyword\u2019s array value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if, for each name that appears in both the instance and as a name within this keyword\u2019s value, the child instance for that name successfully validates against the corresponding schema.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid against this keyword if every item in the array is the name of a property in the instance.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is greater than or equal to the given number.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is less than or equal to the given number.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is considered valid if the regular expression matches the instance successfully.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against at least one schema defined by this keyword\u2019s value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;uniqueItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolean value that indicates whether the items in an array are unique.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uniqueitems&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows indirect references between schema nodes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Ref&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema definitions to be used with $ref.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Defs&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;oneOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against exactly one schema defined by this keyword&#39;s value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Oneof&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;JSONSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A subset of JSON Schema according to 2020-12 JSON Schema draft.\n\nRepresents a subset of a JSON Schema object that is used by the Gemini model.\nThe difference between this class and the Schema class is that this class is\ncompatible with OpenAPI 3.1 schema objects. And the Schema class is used to\nmake API call to Gemini model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchemaType&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the type of the instance matches the type represented by the given type, or matches at least one of the given types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define semantic information about a string instance.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A preferably short description about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OutputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An explanation about the purpose of the instance described by the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;OutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This keyword can be used to supply a default JSON value associated with a particular schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if each element of the instance not covered by prefixItems validates against this schema.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An array instance is valid if its size is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the instance is equal to one of the elements in this keyword\u2019s array value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if, for each name that appears in both the instance and as a name within this keyword\u2019s value, the child instance for that name successfully validates against the corresponding schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid against this keyword if every item in the array is the name of a property in the instance.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object instance is valid if its number of properties is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is greater than or equal to the given number.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validation succeeds if the numeric instance is less than or equal to the given number.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is greater than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is valid against this keyword if its length is less than, or equal to, the value of this keyword.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -111971,895 +167961,404 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string instance is considered valid if the regular expression matches the instance successfully.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against at least one schema defined by this keyword\u2019s value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uniqueItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolean value that indicates whether the items in an array are unique.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uniqueitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows indirect references between schema nodes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema definitions to be used with $ref.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;$Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oneOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JSONSchema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An instance validates successfully against this keyword if it validates successfully against exactly one schema defined by this keyword&#39;s value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Oneof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JSONSchema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;JSONSchemaType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the data supported by JSON Schema.\n\nThe values of the enums are lower case strings, while the values of the enums\nfor the Type class are upper case strings.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;null&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;boolean&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;array&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;number&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;integer&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;string&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JSONSchemaType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.additional_properties" title="genai.types.JSONSchema.additional_properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">additional_properties</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.any_of" title="genai.types.JSONSchema.any_of"><code class="xref py py-obj docutils literal notranslate"><span class="pre">any_of</span> <span class="pre">(list[genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.default" title="genai.types.JSONSchema.default"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default</span> <span class="pre">(Any</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.defs" title="genai.types.JSONSchema.defs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">defs</span> <span class="pre">(dict[str,</span> <span class="pre">genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.description" title="genai.types.JSONSchema.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.enum" title="genai.types.JSONSchema.enum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enum</span> <span class="pre">(list[Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.format" title="genai.types.JSONSchema.format"><code class="xref py py-obj docutils literal notranslate"><span class="pre">format</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.items" title="genai.types.JSONSchema.items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">items</span> <span class="pre">(genai.types.JSONSchema</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.max_items" title="genai.types.JSONSchema.max_items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_items</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.max_length" title="genai.types.JSONSchema.max_length"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_length</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.max_properties" title="genai.types.JSONSchema.max_properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_properties</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.maximum" title="genai.types.JSONSchema.maximum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">maximum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.min_items" title="genai.types.JSONSchema.min_items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min_items</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.min_length" title="genai.types.JSONSchema.min_length"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min_length</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.min_properties" title="genai.types.JSONSchema.min_properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">min_properties</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.minimum" title="genai.types.JSONSchema.minimum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">minimum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.one_of" title="genai.types.JSONSchema.one_of"><code class="xref py py-obj docutils literal notranslate"><span class="pre">one_of</span> <span class="pre">(list[genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.pattern" title="genai.types.JSONSchema.pattern"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pattern</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.properties" title="genai.types.JSONSchema.properties"><code class="xref py py-obj docutils literal notranslate"><span class="pre">properties</span> <span class="pre">(dict[str,</span> <span class="pre">genai.types.JSONSchema]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.ref" title="genai.types.JSONSchema.ref"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ref</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.required" title="genai.types.JSONSchema.required"><code class="xref py py-obj docutils literal notranslate"><span class="pre">required</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.title" title="genai.types.JSONSchema.title"><code class="xref py py-obj docutils literal notranslate"><span class="pre">title</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.type" title="genai.types.JSONSchema.type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">type</span> <span class="pre">(genai.types.JSONSchemaType</span> <span class="pre">|</span> <span class="pre">list[genai.types.JSONSchemaType]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JSONSchema.unique_items" title="genai.types.JSONSchema.unique_items"><code class="xref py py-obj docutils literal notranslate"><span class="pre">unique_items</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.additional_properties">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">additional_properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'additionalProperties')</span></em><a class="headerlink" href="#genai.types.JSONSchema.additional_properties" title="Link to this definition">¶</a></dt>
-<dd><p>Can either be a boolean or an object; controls the presence of additional properties.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.any_of">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">any_of</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'anyOf')</span></em><a class="headerlink" href="#genai.types.JSONSchema.any_of" title="Link to this definition">¶</a></dt>
-<dd><p>An instance validates successfully against this keyword if it validates successfully against at least one schema defined by this keyword’s value.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.default">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">default</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.default" title="Link to this definition">¶</a></dt>
-<dd><p>This keyword can be used to supply a default JSON value associated with a particular schema.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.defs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">defs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <span class="pre">JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'$defs')</span></em><a class="headerlink" href="#genai.types.JSONSchema.defs" title="Link to this definition">¶</a></dt>
-<dd><p>Schema definitions to be used with $ref.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.description" title="Link to this definition">¶</a></dt>
-<dd><p>An explanation about the purpose of the instance described by the schema.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.enum">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.enum" title="Link to this definition">¶</a></dt>
-<dd><p>Validation succeeds if the instance is equal to one of the elements in this keyword’s array value.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.format">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">format</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.format" title="Link to this definition">¶</a></dt>
-<dd><p>Define semantic information about a string instance.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.items">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[JSONSchema]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.items" title="Link to this definition">¶</a></dt>
-<dd><p>Validation succeeds if each element of the instance not covered by prefixItems validates against this schema.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.max_items">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxItems')</span></em><a class="headerlink" href="#genai.types.JSONSchema.max_items" title="Link to this definition">¶</a></dt>
-<dd><p>An array instance is valid if its size is less than, or equal to, the value of this keyword.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.max_length">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_length</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxLength')</span></em><a class="headerlink" href="#genai.types.JSONSchema.max_length" title="Link to this definition">¶</a></dt>
-<dd><p>A string instance is valid against this keyword if its length is less than, or equal to, the value of this keyword.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.max_properties">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxProperties')</span></em><a class="headerlink" href="#genai.types.JSONSchema.max_properties" title="Link to this definition">¶</a></dt>
-<dd><p>An object instance is valid if its number of properties is less than, or equal to, the value of this keyword.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.maximum">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">maximum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.maximum" title="Link to this definition">¶</a></dt>
-<dd><p>Validation succeeds if the numeric instance is less than or equal to the given number.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.min_items">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min_items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'minItems')</span></em><a class="headerlink" href="#genai.types.JSONSchema.min_items" title="Link to this definition">¶</a></dt>
-<dd><p>An array instance is valid if its size is greater than, or equal to, the value of this keyword.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.min_length">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min_length</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'minLength')</span></em><a class="headerlink" href="#genai.types.JSONSchema.min_length" title="Link to this definition">¶</a></dt>
-<dd><p>A string instance is valid against this keyword if its length is greater than, or equal to, the value of this keyword.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.min_properties">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">min_properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'minProperties')</span></em><a class="headerlink" href="#genai.types.JSONSchema.min_properties" title="Link to this definition">¶</a></dt>
-<dd><p>An object instance is valid if its number of properties is greater than, or equal to, the value of this keyword.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.minimum">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">minimum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.minimum" title="Link to this definition">¶</a></dt>
-<dd><p>Validation succeeds if the numeric instance is greater than or equal to the given number.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.one_of">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">one_of</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'oneOf')</span></em><a class="headerlink" href="#genai.types.JSONSchema.one_of" title="Link to this definition">¶</a></dt>
-<dd><p>An instance validates successfully against this keyword if it validates successfully against exactly one schema defined by this keyword’s value.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.pattern">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pattern</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.pattern" title="Link to this definition">¶</a></dt>
-<dd><p>A string instance is considered valid if the regular expression matches the instance successfully.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.properties">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">properties</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <span class="pre">JSONSchema]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.properties" title="Link to this definition">¶</a></dt>
-<dd><p>Validation succeeds if, for each name that appears in both the instance and as a name within this keyword’s value, the child instance for that name successfully validates against the corresponding schema.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.ref">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ref</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'$ref')</span></em><a class="headerlink" href="#genai.types.JSONSchema.ref" title="Link to this definition">¶</a></dt>
-<dd><p>Allows indirect references between schema nodes.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.required">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">required</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.required" title="Link to this definition">¶</a></dt>
-<dd><p>An object instance is valid against this keyword if every item in the array is the name of a property in the instance.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.title">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">title</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.title" title="Link to this definition">¶</a></dt>
-<dd><p>A preferably short description about the purpose of the instance described by the schema.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JSONSchemaType" title="genai.types.JSONSchemaType"><code class="xref py py-class docutils literal notranslate"><span class="pre">JSONSchemaType</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.JSONSchemaType" title="genai.types.JSONSchemaType"><code class="xref py py-class docutils literal notranslate"><span class="pre">JSONSchemaType</span></code></a><span class="pre">],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JSONSchema.type" title="Link to this definition">¶</a></dt>
-<dd><p>Validation succeeds if the type of the instance matches the type represented by the given type, or matches at least one of the given types.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JSONSchema.unique_items">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">unique_items</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'uniqueItems')</span></em><a class="headerlink" href="#genai.types.JSONSchema.unique_items" title="Link to this definition">¶</a></dt>
-<dd><p>Boolean value that indicates whether the items in an array are unique.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JSONSchemaType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.JSONSchemaType" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
-<p>The type of the data supported by JSON Schema.</p>
-<p>The values of the enums are lower case strings, while the values of the enums
-for the Type class are upper case strings.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.ARRAY">
-<span class="sig-name descname"><span class="pre">ARRAY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'array'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.ARRAY" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.BOOLEAN">
-<span class="sig-name descname"><span class="pre">BOOLEAN</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'boolean'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.BOOLEAN" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.INTEGER">
-<span class="sig-name descname"><span class="pre">INTEGER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'integer'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.INTEGER" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.NULL">
-<span class="sig-name descname"><span class="pre">NULL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'null'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.NULL" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.NUMBER">
-<span class="sig-name descname"><span class="pre">NUMBER</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'number'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.NUMBER" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.OBJECT">
-<span class="sig-name descname"><span class="pre">OBJECT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'object'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.OBJECT" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JSONSchemaType.STRING">
-<span class="sig-name descname"><span class="pre">STRING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'string'</span></em><a class="headerlink" href="#genai.types.JSONSchemaType.STRING" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.JobError">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JobError</span></span><a class="headerlink" href="#genai.types.JobError" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Job error.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobError&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job error.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the `details` field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.JobError.code" title="genai.types.JobError.code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JobError.details" title="genai.types.JobError.details"><code class="xref py py-obj docutils literal notranslate"><span class="pre">details</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.JobError.message" title="genai.types.JobError.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JobError.code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JobError.code" title="Link to this definition">¶</a></dt>
-<dd><p>The status code.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JobError.details">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JobError.details" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.JobError.message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.JobError.message" title="Link to this definition">¶</a></dt>
-<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the <cite>details</cite> field.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.JobErrorDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JobErrorDict</span></span><a class="headerlink" href="#genai.types.JobErrorDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Job error.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobErrorDict.code">
-<span class="sig-name descname"><span class="pre">code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.JobErrorDict.code" title="Link to this definition">¶</a></dt>
-<dd><p>The status code.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobErrorDict.details">
-<span class="sig-name descname"><span class="pre">details</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.JobErrorDict.details" title="Link to this definition">¶</a></dt>
-<dd><p>A list of messages that carry the error details. There is a common set of message types for APIs to use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobErrorDict.message">
-<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.JobErrorDict.message" title="Link to this definition">¶</a></dt>
-<dd><p>A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the <cite>details</cite> field.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.JobState">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">JobState</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.JobState" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Job state.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_CANCELLED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_CANCELLED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_CANCELLED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_CANCELLED" title="Link to this definition">¶</a></dt>
-<dd><p>The job has been cancelled.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_CANCELLING">
-<span class="sig-name descname"><span class="pre">JOB_STATE_CANCELLING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_CANCELLING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_CANCELLING" title="Link to this definition">¶</a></dt>
-<dd><p>The job is being cancelled. From this state the job may only go to either <cite>JOB_STATE_SUCCEEDED</cite>, <cite>JOB_STATE_FAILED</cite> or <cite>JOB_STATE_CANCELLED</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_EXPIRED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_EXPIRED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_EXPIRED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_EXPIRED" title="Link to this definition">¶</a></dt>
-<dd><p>The job has expired.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_FAILED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_FAILED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_FAILED" title="Link to this definition">¶</a></dt>
-<dd><p>The job failed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_PARTIALLY_SUCCEEDED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_PARTIALLY_SUCCEEDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_PARTIALLY_SUCCEEDED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_PARTIALLY_SUCCEEDED" title="Link to this definition">¶</a></dt>
-<dd><p>The job is partially succeeded, some results may be missing due to errors.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_PAUSED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_PAUSED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_PAUSED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_PAUSED" title="Link to this definition">¶</a></dt>
-<dd><p>The job has been stopped, and can be resumed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_PENDING">
-<span class="sig-name descname"><span class="pre">JOB_STATE_PENDING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_PENDING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_PENDING" title="Link to this definition">¶</a></dt>
-<dd><p>The service is preparing to run the job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_QUEUED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_QUEUED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_QUEUED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_QUEUED" title="Link to this definition">¶</a></dt>
-<dd><p>The job has been just created or resumed and processing has not yet begun.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_RUNNING">
-<span class="sig-name descname"><span class="pre">JOB_STATE_RUNNING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_RUNNING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_RUNNING" title="Link to this definition">¶</a></dt>
-<dd><p>The job is in progress.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_SUCCEEDED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_SUCCEEDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_SUCCEEDED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_SUCCEEDED" title="Link to this definition">¶</a></dt>
-<dd><p>The job completed successfully.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">JOB_STATE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The job state is unspecified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.JobState.JOB_STATE_UPDATING">
-<span class="sig-name descname"><span class="pre">JOB_STATE_UPDATING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'JOB_STATE_UPDATING'</span></em><a class="headerlink" href="#genai.types.JobState.JOB_STATE_UPDATING" title="Link to this definition">¶</a></dt>
-<dd><p>The job is being updated. Only jobs in the <cite>JOB_STATE_RUNNING</cite> state can be updated. After updating, the job goes back to the <cite>JOB_STATE_RUNNING</cite> state.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LLMBasedMetricSpec</span></span><a class="headerlink" href="#genai.types.LLMBasedMetricSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Specification for an LLM based metric.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PartnerModelTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning spec for Partner models.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartnerModelTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PreTunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A pre-tuned model for continuous tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The name of the base model this PreTunedModel was tuned from.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The source checkpoint id. If not specified, the default checkpoint will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedModelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -112869,31 +168368,90 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Model. E.g., a model resource name with a specified version id or alias: `projects/{project}/locations/{location}/models/{model}@{version_id}` `projects/{project}/locations/{location}/models/{model}@{alias}` Or, omit the version id to use the default version: `projects/{project}/locations/{location}/models/{model}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreTunedModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed for datasets used for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -112906,54 +168464,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scoreVariancePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores variance per example.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scoresDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExample&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -112962,92 +168543,217 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user examples in the training dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Preference Optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for preference optimization.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Weight for KL Divergence regularization.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Preference optimization tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationHyperParameters&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Preference Optimization.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -113057,60 +168763,97 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -113120,91 +168863,145 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -113214,48 +169011,161 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Reinforcement Tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of training epoches for the tuning job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -113265,76 +169175,74 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learning rate multiplier for Reinforcement Learning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for Reinforcement Tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of different responses to generate per prompt during tuning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. `total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. ```total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -113344,266 +169252,262 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate per prompt. Default to 32768.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stepcount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningHyperParameters&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional hyper-parameters to use during tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;singleRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward function configuration for reinforcement tuning.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -113613,41 +169517,32 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -113656,87 +169551,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -113744,163 +169600,214 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Rouge score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeMetricValue&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for rouge metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rougeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rougetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;splitSummaries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to split summaries while using rougeLsum.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Splitsummaries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;useStemmer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use stemmer to compute rouge score.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usestemmer&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -113963,6 +169870,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
@@ -114306,6 +170228,119 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
@@ -114384,11 +170419,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -114398,173 +170449,499 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SupervisedHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for SFT. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for tuning. This feature is only available for open source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Learning rate for tuning. Mutually exclusive with `learning_rate_multiplier`. This feature is only available for open source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate. Mutually exclusive with `learning_rate`. This feature is only available for 1P models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SupervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning data statistics for Supervised Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `truncated_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTruncatedExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of examples in the dataset that have been dropped. An example can be dropped for reasons including: too many tokens, contains an invalid image, contains too many images, etc.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltruncatedexamplecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;truncatedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncatedexampleindices&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDataStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SupervisedTuningDatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset distribution for Supervised Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;billableSum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values that are billable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Billablesum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistributionDatasetBucket&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDatasetDistribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SupervisedTuningDatasetDistributionDatasetBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDatasetDistributionDatasetBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SupervisedTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supervised tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. Default is false.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedHyperParameters&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for SFT.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -114574,50 +170951,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -114627,1396 +170976,369 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.additional_config" title="genai.types.LLMBasedMetricSpec.additional_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">additional_config</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.judge_autorater_config" title="genai.types.LLMBasedMetricSpec.judge_autorater_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">judge_autorater_config</span> <span class="pre">(genai.types.AutoraterConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.metric_prompt_template" title="genai.types.LLMBasedMetricSpec.metric_prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec" title="genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">predefined_rubric_generation_spec</span> <span class="pre">(genai.types.PredefinedMetricSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.result_parser_config" title="genai.types.LLMBasedMetricSpec.result_parser_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">result_parser_config</span> <span class="pre">(genai.types.EvaluationParserConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.rubric_generation_spec" title="genai.types.LLMBasedMetricSpec.rubric_generation_spec"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rubric_generation_spec</span> <span class="pre">(genai.types.RubricGenerationSpec</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.rubric_group_key" title="genai.types.LLMBasedMetricSpec.rubric_group_key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rubric_group_key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LLMBasedMetricSpec.system_instruction" title="genai.types.LLMBasedMetricSpec.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.additional_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">additional_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'additionalConfig')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.additional_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Optional additional configuration for the metric.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.judge_autorater_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">judge_autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfig" title="genai.types.AutoraterConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'judgeAutoraterConfig')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.judge_autorater_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional configuration for the judge LLM (Autorater).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.metric_prompt_template">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricPromptTemplate')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.metric_prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>Template for the prompt sent to the judge model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">predefined_rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PredefinedMetricSpec" title="genai.types.PredefinedMetricSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">PredefinedMetricSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'predefinedRubricGenerationSpec')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec" title="Link to this definition">¶</a></dt>
-<dd><p>Dynamically generate rubrics using a predefined spec.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.result_parser_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">result_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfig" title="genai.types.EvaluationParserConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'resultParserConfig')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.result_parser_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The parser config for the metric result.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.rubric_generation_spec">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RubricGenerationSpec" title="genai.types.RubricGenerationSpec"><code class="xref py py-class docutils literal notranslate"><span class="pre">RubricGenerationSpec</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rubricGenerationSpec')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.rubric_generation_spec" title="Link to this definition">¶</a></dt>
-<dd><p>Dynamically generate rubrics using this specification.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.rubric_group_key">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rubric_group_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rubricGroupKey')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.rubric_group_key" title="Link to this definition">¶</a></dt>
-<dd><p>Use a pre-defined group of rubrics associated with the input.
-Refers to a key in the rubric_groups map of EvaluationInstance.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpec.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpec.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>System instruction for the judge model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LLMBasedMetricSpecDict</span></span><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Specification for an LLM based metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.additional_config">
-<span class="sig-name descname"><span class="pre">additional_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.additional_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Optional additional configuration for the metric.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.judge_autorater_config">
-<span class="sig-name descname"><span class="pre">judge_autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfigDict" title="genai.types.AutoraterConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.judge_autorater_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional configuration for the judge LLM (Autorater).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.metric_prompt_template">
-<span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.metric_prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>Template for the prompt sent to the judge model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.predefined_rubric_generation_spec">
-<span class="sig-name descname"><span class="pre">predefined_rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PredefinedMetricSpecDict" title="genai.types.PredefinedMetricSpecDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PredefinedMetricSpecDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.predefined_rubric_generation_spec" title="Link to this definition">¶</a></dt>
-<dd><p>Dynamically generate rubrics using a predefined spec.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.result_parser_config">
-<span class="sig-name descname"><span class="pre">result_parser_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EvaluationParserConfigDict" title="genai.types.EvaluationParserConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EvaluationParserConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.result_parser_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The parser config for the metric result.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.rubric_generation_spec">
-<span class="sig-name descname"><span class="pre">rubric_generation_spec</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RubricGenerationSpecDict" title="genai.types.RubricGenerationSpecDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RubricGenerationSpecDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.rubric_generation_spec" title="Link to this definition">¶</a></dt>
-<dd><p>Dynamically generate rubrics using this specification.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.rubric_group_key">
-<span class="sig-name descname"><span class="pre">rubric_group_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.rubric_group_key" title="Link to this definition">¶</a></dt>
-<dd><p>Use a pre-defined group of rubrics associated with the input.
-Refers to a key in the rubric_groups map of EvaluationInstance.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LLMBasedMetricSpecDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LLMBasedMetricSpecDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>System instruction for the judge model.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Language">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Language</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Language" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Programming language of the <cite>code</cite>.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Language.LANGUAGE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">LANGUAGE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LANGUAGE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Language.LANGUAGE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified language. This value should not be used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Language.PYTHON">
-<span class="sig-name descname"><span class="pre">PYTHON</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PYTHON'</span></em><a class="headerlink" href="#genai.types.Language.PYTHON" title="Link to this definition">¶</a></dt>
-<dd><p>Python &gt;= 3.10, with numpy and simpy available.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LanguageAuto">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageAuto</span></span><a class="headerlink" href="#genai.types.LanguageAuto" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Deprecated: Language auto-detection is now the default when language_codes is omitted.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LanguageAutoDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageAutoDict</span></span><a class="headerlink" href="#genai.types.LanguageAutoDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Deprecated: Language auto-detection is now the default when language_codes is omitted.</p>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LanguageHints">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageHints</span></span><a class="headerlink" href="#genai.types.LanguageHints" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Deprecated: Use AudioTranscriptionConfig.language_codes instead.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LanguageHints.language_codes" title="genai.types.LanguageHints.language_codes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language_codes</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LanguageHints.language_codes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'languageCodes')</span></em><a class="headerlink" href="#genai.types.LanguageHints.language_codes" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. BCP-47 language codes.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LanguageHintsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LanguageHintsDict</span></span><a class="headerlink" href="#genai.types.LanguageHintsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Deprecated: Use AudioTranscriptionConfig.language_codes instead.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LanguageHintsDict.language_codes">
-<span class="sig-name descname"><span class="pre">language_codes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LanguageHintsDict.language_codes" title="Link to this definition">¶</a></dt>
-<dd><p>Deprecated. BCP-47 language codes.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LatLng">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LatLng</span></span><a class="headerlink" href="#genai.types.LatLng" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An object that represents a latitude/longitude pair.</p>
-<p>This is expressed as a pair of doubles to represent degrees latitude and
-degrees longitude. Unless specified otherwise, this object must conform to the
-WGS84 standard. Values must be within normalized ranges.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LatLng.latitude" title="genai.types.LatLng.latitude"><code class="xref py py-obj docutils literal notranslate"><span class="pre">latitude</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LatLng.longitude" title="genai.types.LatLng.longitude"><code class="xref py py-obj docutils literal notranslate"><span class="pre">longitude</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LatLng.latitude">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">latitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LatLng.latitude" title="Link to this definition">¶</a></dt>
-<dd><p>The latitude in degrees. It must be in the range [-90.0, +90.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LatLng.longitude">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">longitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LatLng.longitude" title="Link to this definition">¶</a></dt>
-<dd><p>The longitude in degrees. It must be in the range [-180.0, +180.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LatLngDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LatLngDict</span></span><a class="headerlink" href="#genai.types.LatLngDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An object that represents a latitude/longitude pair.</p>
-<p>This is expressed as a pair of doubles to represent degrees latitude and
-degrees longitude. Unless specified otherwise, this object must conform to the
-WGS84 standard. Values must be within normalized ranges.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LatLngDict.latitude">
-<span class="sig-name descname"><span class="pre">latitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LatLngDict.latitude" title="Link to this definition">¶</a></dt>
-<dd><p>The latitude in degrees. It must be in the range [-90.0, +90.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LatLngDict.longitude">
-<span class="sig-name descname"><span class="pre">longitude</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LatLngDict.longitude" title="Link to this definition">¶</a></dt>
-<dd><p>The longitude in degrees. It must be in the range [-180.0, +180.0].</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsConfig</span></span><a class="headerlink" href="#genai.types.ListBatchJobsConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListBatchJobsConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.filter" title="genai.types.ListBatchJobsConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.http_options" title="genai.types.ListBatchJobsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.page_size" title="genai.types.ListBatchJobsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsConfig.page_token" title="genai.types.ListBatchJobsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.filter" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsConfigDict</span></span><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for optional parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.filter">
-<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.filter" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsResponse</span></span><a class="headerlink" href="#genai.types.ListBatchJobsResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for batches.list return value.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListBatchJobsResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;batchJobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchjobs&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsResponse.batch_jobs" title="genai.types.ListBatchJobsResponse.batch_jobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_jobs</span> <span class="pre">(list[genai.types.BatchJob]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsResponse.next_page_token" title="genai.types.ListBatchJobsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListBatchJobsResponse.sdk_http_response" title="genai.types.ListBatchJobsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse.batch_jobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJob" title="genai.types.BatchJob"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJob</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchJobs')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponse.batch_jobs" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListBatchJobsResponseDict</span></span><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for batches.list return value.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict.batch_jobs">
-<span class="sig-name descname"><span class="pre">batch_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BatchJobDict" title="genai.types.BatchJobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BatchJobDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict.batch_jobs" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListBatchJobsResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListBatchJobsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsConfig</span></span><a class="headerlink" href="#genai.types.ListCachedContentsConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for caches.list method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListCachedContentsConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListCachedContentsConfig.http_options" title="genai.types.ListCachedContentsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListCachedContentsConfig.page_size" title="genai.types.ListCachedContentsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListCachedContentsConfig.page_token" title="genai.types.ListCachedContentsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsConfigDict</span></span><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for caches.list method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsResponse</span></span><a class="headerlink" href="#genai.types.ListCachedContentsResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListCachedContentsResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;cachedContents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CachedContent&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of cached contents.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontents&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;CachedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A resource used in LLM queries for users to explicitly specify what to cache.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-generated resource name of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user-generated meaningful display name of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the publisher model to use for cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Creation time of the cache entry.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When the cache entry was last updated in UTC time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expireTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiration time of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CachedContentUsageMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContent&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CachedContentUsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata on the usage of the cached content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audioDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of audio in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiodurationseconds&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;textCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of text characters. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Textcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens that the cached content consumes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoDurationSeconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration of video in seconds. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videodurationseconds&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CachedContentUsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListCachedContentsResponse.cached_contents" title="genai.types.ListCachedContentsResponse.cached_contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cached_contents</span> <span class="pre">(list[genai.types.CachedContent]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListCachedContentsResponse.next_page_token" title="genai.types.ListCachedContentsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListCachedContentsResponse.sdk_http_response" title="genai.types.ListCachedContentsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse.cached_contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cached_contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContent" title="genai.types.CachedContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContent</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cachedContents')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponse.cached_contents" title="Link to this definition">¶</a></dt>
-<dd><p>List of cached contents.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListCachedContentsResponseDict</span></span><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict.cached_contents">
-<span class="sig-name descname"><span class="pre">cached_contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CachedContentDict" title="genai.types.CachedContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CachedContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict.cached_contents" title="Link to this definition">¶</a></dt>
-<dd><p>List of cached contents.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListCachedContentsResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListCachedContentsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsConfig</span></span><a class="headerlink" href="#genai.types.ListDocumentsConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for optional parameters.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListDocumentsConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListDocumentsConfig.http_options" title="genai.types.ListDocumentsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListDocumentsConfig.page_size" title="genai.types.ListDocumentsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListDocumentsConfig.page_token" title="genai.types.ListDocumentsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsConfigDict</span></span><a class="headerlink" href="#genai.types.ListDocumentsConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for optional parameters.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsResponse</span></span><a class="headerlink" href="#genai.types.ListDocumentsResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for documents.list return value.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListDocumentsResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for documents.list return value.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token, which can be sent as `page_token` to retrieve the next page. If this field is omitted, there are no more pages.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;documents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Document&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The returned `Document`s.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documents&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;CustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata stored as key-value pairs.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -116026,56 +171348,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The key of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The numeric value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The StringList value of the metadata to store.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string value of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Document&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A Document is a collection of Chunks.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -116085,64 +171409,86 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Immutable. Identifier. The `Document` resource name. The ID (name excluding the \&quot;fileSearchStores/&amp;#42;/documents/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/{file_search_store_id}/documents/my-awesome-doc-123a456b789c`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `Document`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Semantic Retriever Documentation\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DocumentState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Current state of the `Document`.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the Document.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The mime type of the Document.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -116150,75 +171496,60 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User provided custom metadata stored as key-value pairs used for querying. A `Document` can have a maximum of 20 `CustomMetadata`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `Document` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Document&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DocumentState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nCurrent state of the `Document`. This enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATE_PENDING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATE_ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATE_FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DocumentState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -116228,22 +171559,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the TunedModel.\n      Format: `projects/{project}/locations/{location}/models/{model}@{version_id}`\n      When tuning from a base model, the version_id will be 1.\n      For continuous tuning, the version id will be incremented by 1 from the\n      last version id in the parent model. E.g., `projects/{project}/locations/{location}/models/{model}@{last_version_id + 1}`\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A resource name of an Endpoint.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelCheckpoint&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -116252,279 +171609,145 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the metadata to store.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListDocumentsResponse.documents" title="genai.types.ListDocumentsResponse.documents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">documents</span> <span class="pre">(list[genai.types.Document]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListDocumentsResponse.next_page_token" title="genai.types.ListDocumentsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListDocumentsResponse.sdk_http_response" title="genai.types.ListDocumentsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse.documents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">documents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Document" title="genai.types.Document"><code class="xref py py-class docutils literal notranslate"><span class="pre">Document</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponse.documents" title="Link to this definition">¶</a></dt>
-<dd><p>The returned <a href="#id46"><span class="problematic" id="id47">`</span></a>Document`s.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListDocumentsResponseDict</span></span><a class="headerlink" href="#genai.types.ListDocumentsResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for documents.list return value.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict.documents">
-<span class="sig-name descname"><span class="pre">documents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DocumentDict" title="genai.types.DocumentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DocumentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponseDict.documents" title="Link to this definition">¶</a></dt>
-<dd><p>The returned <a href="#id48"><span class="problematic" id="id49">`</span></a>Document`s.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListDocumentsResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListDocumentsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresConfig</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Optional parameters for listing FileSearchStore.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFileSearchStoresConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;TunedModelCheckpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresConfig.http_options" title="genai.types.ListFileSearchStoresConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresConfig.page_size" title="genai.types.ListFileSearchStoresConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresConfig.page_token" title="genai.types.ListFileSearchStoresConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresConfigDict</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Optional parameters for listing FileSearchStore.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresResponse</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for file_search_stores.list return value.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFileSearchStoresResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for file_search_stores.list return value.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token, which can be sent as `page_token` to retrieve the next page. If this field is omitted, there are no more pages.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileSearchStores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearchStore&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;TuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning data statistic values for TuningJob.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationDataStats&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for distillation prompt dataset. These statistics do not include the responses sampled from the teacher model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;preferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationDataStats&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for preference optimization.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;supervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDataStats&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The SFT Tuning data stats.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reinforcementTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for reinforcement tuning.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The returned file search stores.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstores&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningDataStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TuningJob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A collection of Documents.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuning job.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -116535,21 +171758,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Immutable. Identifier. The `FileSearchStore` resource name. It is an ID (name excluding the \&quot;fileSearchStores/\&quot; prefix) that can contain up to 40 characters that are lowercase alphanumeric or dashes (-). It is output only. The unique name will be derived from `display_name` along with a 12 character random suffix. Example: `fileSearchStores/my-awesome-file-search-store-123a456b789c` If `display_name` is not provided, the name will be randomly generated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}`&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `FileSearchStore`. The display name must be no more than 512 characters in length, including spaces. Example: \&quot;Docs on Semantic Retriever\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed state of the job.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -116562,10 +171784,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob was created.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
@@ -116576,62 +171798,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Timestamp of when the `FileSearchStore` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;activeDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are active and ready for retrieval.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Activedocumentscount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pendingDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that are being processed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pendingdocumentscount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob was most recently updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;failedDocumentsCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of documents in the `FileSearchStore` that have failed processing.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Faileddocumentscount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Only populated when job&#39;s state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The size of raw bytes ingested into the `FileSearchStore`. This is the total size of all the documents in the `FileSearchStore`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the TuningJob.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;embeddingModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -116641,372 +171864,132 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The embedding model used by the FileSearchStore.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Embeddingmodel&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearchStore&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base model that is being tuned. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The tuned model resources associated with this TuningJob.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;preTunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreTunedModel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresResponse.file_search_stores" title="genai.types.ListFileSearchStoresResponse.file_search_stores"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search_stores</span> <span class="pre">(list[genai.types.FileSearchStore]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresResponse.next_page_token" title="genai.types.ListFileSearchStoresResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFileSearchStoresResponse.sdk_http_response" title="genai.types.ListFileSearchStoresResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse.file_search_stores">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search_stores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearchStore" title="genai.types.FileSearchStore"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearchStore</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearchStores')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse.file_search_stores" title="Link to this definition">¶</a></dt>
-<dd><p>The returned file search stores.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFileSearchStoresResponseDict</span></span><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for file_search_stores.list return value.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict.file_search_stores">
-<span class="sig-name descname"><span class="pre">file_search_stores</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearchStoreDict" title="genai.types.FileSearchStoreDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearchStoreDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict.file_search_stores" title="Link to this definition">¶</a></dt>
-<dd><p>The returned file search stores.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token, which can be sent as <cite>page_token</cite> to retrieve the next page. If this field is omitted, there are no more pages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFileSearchStoresResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFileSearchStoresResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesConfig</span></span><a class="headerlink" href="#genai.types.ListFilesConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFilesConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pre-tuned model for continuous tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;supervisedTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Supervised Fine Tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListFilesConfig.http_options" title="genai.types.ListFilesConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFilesConfig.page_size" title="genai.types.ListFilesConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFilesConfig.page_token" title="genai.types.ListFilesConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListFilesConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListFilesConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListFilesConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesConfigDict</span></span><a class="headerlink" href="#genai.types.ListFilesConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFilesConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesResponse</span></span><a class="headerlink" href="#genai.types.ListFilesResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the list files method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListFilesResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the list files method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="nt">&quot;preferenceOptimizationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Preference Optimization.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;distillationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Distillation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token that can be sent as a `page_token` into a subsequent `ListFiles` call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;files&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;reinforcementTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Reinforcement Tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of `File`s.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Files&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningDataStats&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The tuning data statistics associated with this TuningJob.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EncryptionSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partnerModelTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartnerModelTuningSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for open sourced and third party Partner models.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for the tuning job.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customBaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -117014,27 +171997,28 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The user-provided path to custom model weights. Set this field to tune a custom model. The path must be a Cloud Storage directory that contains the model weights in .safetensors format along with associated model metadata files. If this field is set, the base_model field must still be set to indicate which base model the custom model is derived from. This feature is only available for open source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custombasemodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;evaluateDatasetRuns&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluateDatasetRun&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Evaluation runs for the Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluatedatasetruns&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;experiment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -117042,23 +172026,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Experiment associated with this TuningJob.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Experiment&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fullFineTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FullFineTuningSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117068,10 +172067,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to the directory where tuning job outputs are written to. This field is only available and required for open source models.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pipelineJob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117081,547 +172080,391 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pipelinejob&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account that the tuningJob workload runs as. If not specified, the Vertex AI Secure Fine-Tuned Service Agent in the project will be used. See https://cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent Users starting the pipeline must have the `iam.serviceAccounts.actAs` permission on this service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tunedModelDisplayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. For continuous tuning, tuned_model_display_name will by default use the same display name as the pre-tuned model. If a new display name is provided, the tuning job will create a new model instead of a new version.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodeldisplayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningJobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningJobState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detail state of the tuning job (while the overall `JobState` is running).&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;veoTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoTuningSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo Tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningJobMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningJobMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Tuning Job metadata.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;veoLoraTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoLoraTuningSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo LoRA Tuning.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distillationSamplingSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationSamplingSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningJob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TuningJobMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning job metadata. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completedEpochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of epochs that have been completed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completedepochcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completedStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of steps that have been completed. Set for Multi-Step RL.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completedstepcount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningJobMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListFilesResponse.files" title="genai.types.ListFilesResponse.files"><code class="xref py py-obj docutils literal notranslate"><span class="pre">files</span> <span class="pre">(list[genai.types.File]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFilesResponse.next_page_token" title="genai.types.ListFilesResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListFilesResponse.sdk_http_response" title="genai.types.ListFilesResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponse.files">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListFilesResponse.files" title="Link to this definition">¶</a></dt>
-<dd><p>The list of <a href="#id50"><span class="problematic" id="id51">`</span></a>File`s.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListFilesResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token that can be sent as a <cite>page_token</cite> into a subsequent <cite>ListFiles</cite> call.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListFilesResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListFilesResponseDict</span></span><a class="headerlink" href="#genai.types.ListFilesResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the list files method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict.files">
-<span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListFilesResponseDict.files" title="Link to this definition">¶</a></dt>
-<dd><p>The list of <a href="#id52"><span class="problematic" id="id53">`</span></a>File`s.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token that can be sent as a <cite>page_token</cite> into a subsequent <cite>ListFiles</cite> call.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListFilesResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListFilesResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsConfig</span></span><a class="headerlink" href="#genai.types.ListModelsConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListModelsConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;TuningJobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe detail state of the tuning job (while the overall `JobState` is running).\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_WAITING_FOR_QUOTA&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_PROCESSING_DATASET&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_WAITING_FOR_CAPACITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_TUNING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_POST_PROCESSING&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningJobState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;TuningSpeed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speed of the tuning job.\n\nOnly supported for Veo 3.0 models. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_SPEED_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGULAR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAST&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningSpeed&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;queryBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set true to list base models, false to list tuned models.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Querybase&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.filter" title="genai.types.ListModelsConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.http_options" title="genai.types.ListModelsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.page_size" title="genai.types.ListModelsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.page_token" title="genai.types.ListModelsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListModelsConfig.query_base" title="genai.types.ListModelsConfig.query_base"><code class="xref py py-obj docutils literal notranslate"><span class="pre">query_base</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfig.filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.filter" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfig.query_base">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">query_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'queryBase')</span></em><a class="headerlink" href="#genai.types.ListModelsConfig.query_base" title="Link to this definition">¶</a></dt>
-<dd><p>Set true to list base models, false to list tuned models.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsConfigDict</span></span><a class="headerlink" href="#genai.types.ListModelsConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.filter">
-<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.filter" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsConfigDict.query_base">
-<span class="sig-name descname"><span class="pre">query_base</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsConfigDict.query_base" title="Link to this definition">¶</a></dt>
-<dd><p>Set true to list base models, false to list tuned models.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsResponse</span></span><a class="headerlink" href="#genai.types.ListModelsResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListModelsResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;TuningTask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning task for Veo. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_TASK_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_TASK_I2V&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_TASK_T2V&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TUNING_TASK_R2V&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningTask&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;models&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Model&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;UnifiedMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unified metric used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Bleu metric spec.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;rougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rouge metric spec.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pointwise metric spec.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;llmBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LLMBasedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for an LLM based metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a custom code execution metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;predefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a pre-defined metric.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;computationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a computation based metric.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Models&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Checkpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnifiedMetric&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the machine learning model version checkpoint.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VeoHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Veo. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningTask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningTask&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning task for Veo.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;veoDataMixtureRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The ratio of Google internal dataset to use in the training mixture, in range of `[0, 1)`. If `0.2`, it means 20% of Google internal dataset and 80% of user dataset will be used for training. If not set, the default value is 0.1.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Veodatamixtureratio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The adapter size for LoRA tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningSpeed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningSpeed&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speed of the tuning job. Only supported for Veo 3.0 models.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoHyperParameters&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VeoLoraTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An endpoint where you deploy models.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo LoRA Model Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoHyperParameters&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Veo LoRA.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117631,10 +172474,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the endpoint.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;deployedModelId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117644,34 +172487,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model that&#39;s deployed to the endpoint.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deployedmodelid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoOrientation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoOrientation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The orientation of the video. Defaults to LANDSCAPE.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoLoraTuningSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VeoTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo Model Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoHyperParameters&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Veo.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117681,18 +172532,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoTuningSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A trained machine learning model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117702,10 +172582,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117715,10 +172595,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Display name of the model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117728,10 +172608,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of the model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;version&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117741,14 +172642,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Endpoint&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -117757,38 +172679,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoints&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to organize your models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelInfo&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about the tuned model from the base model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -117798,39 +172720,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of input tokens that the model can handle.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputtokenlimit&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of output tokens that the model can generate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputtokenlimit&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;supportedActions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of actions that are supported by the model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supportedactions&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defaultCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117840,14 +172767,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The default checkpoint id of a model version.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaultcheckpointid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Checkpoint&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -117856,10 +172783,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints of the model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -117869,70 +172817,144 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature value used for sampling set when the dataset was saved.\n      This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxTemperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum temperature value used for sampling set when the\n      dataset was saved. This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtemperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoOrientation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The orientation of the video.\n\nDefaults to LANDSCAPE. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO_ORIENTATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LANDSCAPE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PORTRAIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoOrientation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model\n      considers only the smallest set of tokens whose cumulative probability is\n      at least `top_p`. This helps generate more diverse and less repetitive\n      responses. For example, a `top_p` of 0.9 means the model considers tokens\n      until the cumulative probability of the tokens to select from reaches 0.9.\n      It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model\n      considers only the top k most probable tokens for the next token. This can\n      be useful for generating more coherent and less random text. For example,\n      a `top_k` of 40 means the model will choose the next word from the 40 most\n      likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the model supports thinking features. If true, thoughts are\n      returned only if the model supports thought and thoughts are available.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinking&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuned machine learning model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -117942,13 +172964,40 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the base model that you want to tune.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -117956,13 +173005,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -117970,11 +173018,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -117985,18 +173033,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListModelsResponse.models" title="genai.types.ListModelsResponse.models"><code class="xref py py-obj docutils literal notranslate"><span class="pre">models</span> <span class="pre">(list[genai.types.Model]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListModelsResponse.next_page_token" title="genai.types.ListModelsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListModelsResponse.sdk_http_response" title="genai.types.ListModelsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsResponse.next_page_token" title="genai.types.ListTuningJobsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsResponse.sdk_http_response" title="genai.types.ListTuningJobsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ListTuningJobsResponse.tuning_jobs" title="genai.types.ListTuningJobsResponse.tuning_jobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_jobs</span> <span class="pre">(list[genai.types.TuningJob]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponse.models">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">models</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Model" title="genai.types.Model"><code class="xref py py-class docutils literal notranslate"><span class="pre">Model</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListModelsResponse.models" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse.next_page_token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponse.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token to retrieve the next page of results. Pass this token in a subsequent [GenAiTuningService.ListTuningJobs] call to retrieve the next page of results.</p>
+<dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -118006,9 +173055,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListModelsResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -118018,9 +173068,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListModelsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse.tuning_jobs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningJob" title="genai.types.TuningJob"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningJob</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningJobs')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponse.tuning_jobs" title="Link to this definition">¶</a></dt>
+<dd><p>The tuning jobs that match the request.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -118033,450 +173083,426 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListModelsResponseDict</span></span><a class="headerlink" href="#genai.types.ListModelsResponseDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsResponseDict</span></span><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for the list tuning jobs method.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict.models">
-<span class="sig-name descname"><span class="pre">models</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelDict" title="genai.types.ModelDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListModelsResponseDict.models" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict.next_page_token">
+<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
+<dd><p>A token to retrieve the next page of results. Pass this token in a subsequent [GenAiTuningService.ListTuningJobs] call to retrieve the next page of results.</p>
+</dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListModelsResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListModelsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
+<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict.tuning_jobs">
+<span class="sig-name descname"><span class="pre">tuning_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningJobDict" title="genai.types.TuningJobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningJobDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict.tuning_jobs" title="Link to this definition">¶</a></dt>
+<dd><p>The tuning jobs that match the request.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsConfig</span></span><a class="headerlink" href="#genai.types.ListTuningJobsConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveClientContent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientContent</span></span><a class="headerlink" href="#genai.types.LiveClientContent" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for the list tuning jobs method.</p>
+<p>Incremental update of the current conversation delivered from the client.</p>
+<p>All the content here will unconditionally be appended to the conversation
+history and used as part of the prompt to the model to generate content.</p>
+<p>A message here will interrupt any current model generation.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListTuningJobsConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientContent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental update of the current conversation delivered from the client.\n\nAll the content here will unconditionally be appended to the conversation\nhistory and used as part of the prompt to the model to generate content.\n\nA message here will interrupt any current model generation.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagesize&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;turns&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagetoken&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turns&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.filter" title="genai.types.ListTuningJobsConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.http_options" title="genai.types.ListTuningJobsConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.page_size" title="genai.types.ListTuningJobsConfig.page_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsConfig.page_token" title="genai.types.ListTuningJobsConfig.page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.filter" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.page_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSize')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.page_size" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfig.page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageToken')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfig.page_token" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsConfigDict</span></span><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for the list tuning jobs method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.filter">
-<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.filter" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.page_size">
-<span class="sig-name descname"><span class="pre">page_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.page_size" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsConfigDict.page_token">
-<span class="sig-name descname"><span class="pre">page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsConfigDict.page_token" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsResponse</span></span><a class="headerlink" href="#genai.types.ListTuningJobsResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the list tuning jobs method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ListTuningJobsResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the list tuning jobs method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nextPageToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A token to retrieve the next page of results. Pass this token in a subsequent [GenAiTuningService.ListTuningJobs] call to retrieve the next page of results.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nextpagetoken&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningJobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningJob&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning jobs that match the request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningjobs&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AGGREGATION_METRIC_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AVERAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STANDARD_DEVIATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VARIANCE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAXIMUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P90&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P95&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PERCENTILE_P99&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationMetric&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for the entire dataset and all metrics.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationResult&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;One AggregationResult per metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregationresults&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationDataset&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation &amp; aggregation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AggregationResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aggregation result for a single metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationMetric&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregation metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for bleu metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for code execution metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExactMatchMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for exact match metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseMetricResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pairwise metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for pointwise metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeMetricValue&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Results for rouge metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -118486,284 +173512,299 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. BigQuery URI to a table, up to 2000 characters long. Accepted forms: * BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuerySource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BleuMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bleu metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Bleu score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;BleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for bleu metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;useEffectiveOrder&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use_effective_order to compute bleu score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Useeffectiveorder&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BleuSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -118771,25 +173812,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -118797,182 +173839,150 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for a computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the computation based metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of parameters for the metric. ROUGE example: {\&quot;rouge_type\&quot;: \&quot;rougeL\&quot;, \&quot;split_summaries\&quot;: True, \&quot;use_stemmer\&quot;: True}. BLEU example: {\&quot;use_effective_order\&quot;: True}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputationBasedMetricType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the type of the computation based metric.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLEU&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ROUGE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -118982,18 +173992,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result for custom code execution metric.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -119003,18 +174019,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Custom code execution score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies a metric that is computed by running user-defined Python functions remotely.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;evaluationFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119024,187 +174032,228 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -119214,63 +174263,254 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveClientContent.turn_complete" title="genai.types.LiveClientContent.turn_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_complete</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientContent.turns" title="genai.types.LiveClientContent.turns"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turns</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientContent.turn_complete">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnComplete')</span></em><a class="headerlink" href="#genai.types.LiveClientContent.turn_complete" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the server content generation should start with
+the currently accumulated prompt. Otherwise, the server will await
+additional messages before starting generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientContent.turns">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turns</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientContent.turns" title="Link to this definition">¶</a></dt>
+<dd><p>The content appended to the current conversation with the model.</p>
+<p>For single-turn queries, this is a single instance. For multi-turn
+queries, this is a repeated field that contains conversation history and
+latest request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveClientContentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientContentDict</span></span><a class="headerlink" href="#genai.types.LiveClientContentDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Incremental update of the current conversation delivered from the client.</p>
+<p>All the content here will unconditionally be appended to the conversation
+history and used as part of the prompt to the model to generate content.</p>
+<p>A message here will interrupt any current model generation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientContentDict.turn_complete">
+<span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientContentDict.turn_complete" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the server content generation should start with
+the currently accumulated prompt. Otherwise, the server will await
+additional messages before starting generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientContentDict.turns">
+<span class="sig-name descname"><span class="pre">turns</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientContentDict.turns" title="Link to this definition">¶</a></dt>
+<dd><p>The content appended to the current conversation with the model.</p>
+<p>For single-turn queries, this is a single instance. For multi-turn
+queries, this is a repeated field that contains conversation history and
+latest request.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientMessage</span></span><a class="headerlink" href="#genai.types.LiveClientMessage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Messages sent by the client in the API call.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientMessage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Messages sent by the client in the API call.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;setup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientSetup&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent by the system when connecting to the API. SDK users should not send this message.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientContent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental update of the current conversation delivered from the client.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;realtimeInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientRealtimeInput&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input that is sent in real time.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientToolResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response to a `ToolCallMessage` received from the server.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityEnd&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ActivityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityStart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -119280,36 +174520,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -119319,14 +174558,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -119335,184 +174582,160 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics for distillation prompt dataset.\n\nThese statistics do not include the responses sampled from the teacher model.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics computed for the training dataset.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationDataStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation hyperparameters for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the adapter. Can be &#39;small&#39;, &#39;medium&#39;, or &#39;large&#39;.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of complete passes the model makes over the entire training dataset\n      during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for Distillation teacher model sampling. Only the\n      following fields are supported for distillation teacher samplings:\n      - temperature\n      - top_p\n      - top_k\n      - candidate_count\n      - thinking_config&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The learning rate for distillation tuning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -119522,33 +174745,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batch size for tuning. This feature is only available for open\n      source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationSamplingSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation sampling spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported\n       models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -119556,10 +174767,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format:\n      `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119569,10 +174780,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing validation dataset for distillation.\n     The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119582,43 +174793,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to file containing prompt dataset for distillation.\n      The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hyperparameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for distillation tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSamplingSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distillation tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;promptDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing prompt dataset for distillation. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Promptdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;baseTeacherModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119628,35 +174826,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base teacher model that is being distilled. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseteachermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationHyperParameters&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Distillation.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pipelineRootDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pipelinerootdirectory&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;studentModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119666,36 +174876,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The student model that is being tuned, e.g., \&quot;google/gemma-2b-1.1-it\&quot;. Deprecated. Use base_model instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Studentmodel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tunedTeacherModelSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedteachermodelsource&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119705,30 +174930,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the tuning mode for distillation (sft part). This feature is only available for open source models.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EncryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;kmsKeyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119738,50 +174975,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Resource name of the Cloud KMS key used to protect the resource. The Cloud KMS key must be in the same region as the resource. It must have the format `projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Kmskeyname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aggregationOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AggregationOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Aggregation statistics derived from results of EvaluationService.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputInfo&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Output info for EvaluationService.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluateDatasetRun&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluate Dataset Run Result for Tuning Job.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119791,49 +175032,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The checkpoint id used in the evaluation run. Only populated when evaluating checkpoints.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The error of the evaluation run if any.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;evaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluateDatasetResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Results for EvaluationService.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;evaluationRun&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the evaluation run. Format: `projects/{project}/locations/{location}/evaluationRuns/{evaluation_run_id}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationrun&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;operationName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -119841,130 +175085,64 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Deprecated: The updated architecture uses evaluation_run instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Operationname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluateDatasetRun&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for tuning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UnifiedMetric&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metrics used for evaluation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metrics&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/OutputConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inferenceGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config for inference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationDataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The dataset used for evaluation.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bigquerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BigQuerySource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BigQuery source holds the dataset.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsSource&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage source holds the dataset. Currently only one Cloud Storage file path is supported.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationDataset&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for parsing LLM responses.\n\nIt can be used to parse the LLM response to be evaluated, or the LLM response\nfrom LLM-based metrics/Autoraters. This data type is not supported in Gemini\nAPI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfigCustomCodeParserConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Use custom code to parse the LLM response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for parsing the LLM response using custom code.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parsingFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -119974,91 +175152,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExactMatchMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exact match metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Exact match score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExactMatchMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
@@ -120073,7 +175223,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -120106,23 +175256,50 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FullFineTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedHyperParameters&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Full Fine Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -120132,24 +175309,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FullFineTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -120456,124 +175633,6 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GcsSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;uris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI(-s) to the input file(s). May contain wildcards. For more information on wildcards, see https://cloud.google.com/storage/docs/wildcards.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
@@ -120879,7 +175938,282 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -120888,427 +176222,355 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental update of the current conversation delivered from the client.\n\nAll the content here will unconditionally be appended to the conversation\nhistory and used as part of the prompt to the model to generate content.\n\nA message here will interrupt any current model generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turns&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turns&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientContent&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveClientRealtimeInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input that is sent in real time.\n\nThis is different from `LiveClientContent` in a few ways:\n\n  - Can be sent continuously without interruption to model generation.\n  - If there is a need to mix data interleaved across the\n    `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n    optimize for best response, but there are no guarantees.\n  - End of turn is not explicitly specified, but is rather derived from user\n    activity (for example, end of speech).\n  - Even before the end of turn, the data is processed incrementally\n    to optimize for a fast start of the response from the model.\n  - Is always assumed to be the user&#39;s input (cannot be used to populate\n    conversation history).&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlined bytes data for media input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediachunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime audio input stream.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioStreamEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiostreamend&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime video input stream.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime text input stream.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityStart&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityEnd&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientRealtimeInput&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveClientSetup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message contains configuration that will apply for the duration of the streaming session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.\n      Note: only a subset of fields are supported.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;JobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job state.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_QUEUED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_PENDING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_RUNNING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_SUCCEEDED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_CANCELLING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_PAUSED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_EXPIRED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_UPDATING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;JOB_STATE_PARTIALLY_SUCCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JobState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LLMBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for an LLM based metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt sent to the judge model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;System instruction for the judge model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;judgeAutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration for the judge LLM (Autorater).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricGroupKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use a pre-defined group of rubrics associated with the input.\n      Refers to a key in the rubric_groups map of EvaluationInstance.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubricgroupkey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;predefinedRubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using a predefined spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricGenerationSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamically generate rubrics using this specification.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;additionalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Optional additional configuration for the metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalconfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;resultParserConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationParserConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parser config for the metric result.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LLMBasedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientSetup&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveClientToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client generated response to a `ToolCall` received from the server.\n\nIndividual `FunctionResponse` objects are matched to the respective\n`FunctionCall` objects by the `id` field.\n\nNote that in the unary and server-streaming GenerateContent APIs function\ncalling happens by exchanging the `Content` parts, while in the bidi\nGenerateContent APIs function calling happens over this dedicated set of\nmessages.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -121317,24 +176579,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the function calls.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functionresponses&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -121423,103 +176674,6 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OutputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;OutputInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
@@ -121858,38 +177012,53 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartnerModelTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning spec for Partner models.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -121899,32 +177068,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartnerModelTuningSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -121932,184 +177096,174 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PreTunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A pre-tuned model for continuous tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The name of the base model this PreTunedModel was tuned from.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The source checkpoint id. If not specified, the default checkpoint will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tunedModelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Model. E.g., a model resource name with a specified version id or alias: `projects/{project}/locations/{location}/models/{model}@{version_id}` `projects/{project}/locations/{location}/models/{model}@{alias}` Or, omit the version id to use the default version: `projects/{project}/locations/{location}/models/{model}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreTunedModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PredefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed for datasets used for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -122118,10 +177272,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -122134,34 +177312,46 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scoreVariancePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores variance per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scoresDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -122171,10 +177361,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -122184,10 +177374,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -122197,70 +177387,62 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExample&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user examples in the training dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Preference Optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for preference optimization.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -122270,82 +177452,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Weight for KL Divergence regularization.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Preference optimization tuning spec for tuning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationHyperParameters&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Preference Optimization.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -122355,165 +177539,163 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -122523,252 +177705,284 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Reinforcement Tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of training epoches for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learning rate multiplier for Reinforcement Learning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for Reinforcement Tuning.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of different responses to generate per prompt during tuning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. `total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. ```total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate per prompt. Default to 32768.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stepcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -122778,43 +177992,33 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -122824,100 +178028,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningHyperParameters&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional hyper-parameters to use during tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;singleRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward function configuration for reinforcement tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -122927,97 +178112,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -123027,13 +178199,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -123041,13 +178212,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -123055,200 +178225,777 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.client_content" title="genai.types.LiveClientMessage.client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_content</span> <span class="pre">(genai.types.LiveClientContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.realtime_input" title="genai.types.LiveClientMessage.realtime_input"><code class="xref py py-obj docutils literal notranslate"><span class="pre">realtime_input</span> <span class="pre">(genai.types.LiveClientRealtimeInput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.setup" title="genai.types.LiveClientMessage.setup"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup</span> <span class="pre">(genai.types.LiveClientSetup</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.tool_response" title="genai.types.LiveClientMessage.tool_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_response</span> <span class="pre">(genai.types.LiveClientToolResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessage.client_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientContent" title="genai.types.LiveClientContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientContent')</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.client_content" title="Link to this definition">¶</a></dt>
+<dd><p>Incremental update of the current conversation delivered from the client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessage.realtime_input">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">realtime_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientRealtimeInput" title="genai.types.LiveClientRealtimeInput"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientRealtimeInput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'realtimeInput')</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.realtime_input" title="Link to this definition">¶</a></dt>
+<dd><p>User input that is sent in real time.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessage.setup">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientSetup" title="genai.types.LiveClientSetup"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientSetup</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.setup" title="Link to this definition">¶</a></dt>
+<dd><p>Message to be sent by the system when connecting to the API. SDK users should not send this message.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessage.tool_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientToolResponse" title="genai.types.LiveClientToolResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientToolResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolResponse')</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.tool_response" title="Link to this definition">¶</a></dt>
+<dd><p>Response to a <cite>ToolCallMessage</cite> received from the server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientMessageDict</span></span><a class="headerlink" href="#genai.types.LiveClientMessageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Messages sent by the client in the API call.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.client_content">
+<span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientContentDict" title="genai.types.LiveClientContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.client_content" title="Link to this definition">¶</a></dt>
+<dd><p>Incremental update of the current conversation delivered from the client.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.realtime_input">
+<span class="sig-name descname"><span class="pre">realtime_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientRealtimeInputDict" title="genai.types.LiveClientRealtimeInputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientRealtimeInputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.realtime_input" title="Link to this definition">¶</a></dt>
+<dd><p>User input that is sent in real time.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.setup">
+<span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientSetupDict" title="genai.types.LiveClientSetupDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientSetupDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.setup" title="Link to this definition">¶</a></dt>
+<dd><p>Message to be sent by the system when connecting to the API. SDK users should not send this message.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.tool_response">
+<span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientToolResponseDict" title="genai.types.LiveClientToolResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientToolResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.tool_response" title="Link to this definition">¶</a></dt>
+<dd><p>Response to a <cite>ToolCallMessage</cite> received from the server.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientRealtimeInput</span></span><a class="headerlink" href="#genai.types.LiveClientRealtimeInput" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>User input that is sent in real time.</p>
+<p>This is different from <cite>LiveClientContent</cite> in a few ways:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>Can be sent continuously without interruption to model generation.</p></li>
+<li><p>If there is a need to mix data interleaved across the
+<cite>LiveClientContent</cite> and the <cite>LiveClientRealtimeInput</cite>, server attempts to
+optimize for best response, but there are no guarantees.</p></li>
+<li><p>End of turn is not explicitly specified, but is rather derived from user
+activity (for example, end of speech).</p></li>
+<li><p>Even before the end of turn, the data is processed incrementally
+to optimize for a fast start of the response from the model.</p></li>
+<li><p>Is always assumed to be the user’s input (cannot be used to populate
+conversation history).</p></li>
+</ul>
+</div></blockquote>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientRealtimeInput&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input that is sent in real time.\n\nThis is different from `LiveClientContent` in a few ways:\n\n  - Can be sent continuously without interruption to model generation.\n  - If there is a need to mix data interleaved across the\n    `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n    optimize for best response, but there are no guarantees.\n  - End of turn is not explicitly specified, but is rather derived from user\n    activity (for example, end of speech).\n  - Even before the end of turn, the data is processed incrementally\n    to optimize for a fast start of the response from the model.\n  - Is always assumed to be the user&#39;s input (cannot be used to populate\n    conversation history).&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mediaChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlined bytes data for media input.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediachunks&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime audio input stream.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioStreamEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiostreamend&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime video input stream.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime text input stream.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;activityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityStart&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;activityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityEnd&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityEnd&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ActivityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityStart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.activity_end" title="genai.types.LiveClientRealtimeInput.activity_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_end</span> <span class="pre">(genai.types.ActivityEnd</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.activity_start" title="genai.types.LiveClientRealtimeInput.activity_start"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_start</span> <span class="pre">(genai.types.ActivityStart</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.audio" title="genai.types.LiveClientRealtimeInput.audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.audio_stream_end" title="genai.types.LiveClientRealtimeInput.audio_stream_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_stream_end</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.media_chunks" title="genai.types.LiveClientRealtimeInput.media_chunks"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_chunks</span> <span class="pre">(list[genai.types.Blob]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.text" title="genai.types.LiveClientRealtimeInput.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.video" title="genai.types.LiveClientRealtimeInput.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.activity_end">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEnd" title="genai.types.ActivityEnd"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEnd</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityEnd')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.activity_end" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the end of user activity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.activity_start">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStart" title="genai.types.ActivityStart"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStart</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityStart')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.activity_start" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the start of user activity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.audio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.audio" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime audio input stream.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.audio_stream_end">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioStreamEnd')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.audio_stream_end" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
+turned off.</p>
+<p>This should only be sent when automatic activity detection is enabled
+(which is the default).</p>
+<p>The client can reopen the stream by sending an audio message.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.media_chunks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaChunks')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.media_chunks" title="Link to this definition">¶</a></dt>
+<dd><p>Inlined bytes data for media input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.text" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime text input stream.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.video">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.video" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime video input stream.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientRealtimeInputDict</span></span><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>User input that is sent in real time.</p>
+<p>This is different from <cite>LiveClientContent</cite> in a few ways:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>Can be sent continuously without interruption to model generation.</p></li>
+<li><p>If there is a need to mix data interleaved across the
+<cite>LiveClientContent</cite> and the <cite>LiveClientRealtimeInput</cite>, server attempts to
+optimize for best response, but there are no guarantees.</p></li>
+<li><p>End of turn is not explicitly specified, but is rather derived from user
+activity (for example, end of speech).</p></li>
+<li><p>Even before the end of turn, the data is processed incrementally
+to optimize for a fast start of the response from the model.</p></li>
+<li><p>Is always assumed to be the user’s input (cannot be used to populate
+conversation history).</p></li>
+</ul>
+</div></blockquote>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.activity_end">
+<span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEndDict" title="genai.types.ActivityEndDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEndDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.activity_end" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the end of user activity.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.activity_start">
+<span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStartDict" title="genai.types.ActivityStartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStartDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.activity_start" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the start of user activity.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.audio">
+<span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.audio" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime audio input stream.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.audio_stream_end">
+<span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.audio_stream_end" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
+turned off.</p>
+<p>This should only be sent when automatic activity detection is enabled
+(which is the default).</p>
+<p>The client can reopen the stream by sending an audio message.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.media_chunks">
+<span class="sig-name descname"><span class="pre">media_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.media_chunks" title="Link to this definition">¶</a></dt>
+<dd><p>Inlined bytes data for media input.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime text input stream.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.video">
+<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.video" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime video input stream.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientSetup</span></span><a class="headerlink" href="#genai.types.LiveClientSetup" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Message contains configuration that will apply for the duration of the streaming session.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientSetup&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message contains configuration that will apply for the duration of the streaming session.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.\n      Note: only a subset of fields are supported.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Rouge score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeMetricValue&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for rouge metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rougeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Supported rouge types are rougen[1-9], rougeL, and rougeLsum.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rougetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;splitSummaries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to split summaries while using rougeLsum.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Splitsummaries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;useStemmer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to use stemmer to compute rouge score.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usestemmer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RougeSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents the rubric content type.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RUBRIC_CONTENT_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROPERTY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NL_QUESTION_ANSWER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON_CODE_ASSERTION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricContentType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RubricGenerationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specification for how rubrics should be generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Template for the prompt used to generate rubrics.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricContentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RubricContentType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of rubric content to be generated.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rubricTypeOntology&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -123261,62 +179008,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An optional, pre-defined list of allowed types for generated rubrics.\n      If this field is provided, it implies `include_rubric_type` should be true,\n      and the generated rubric types should be chosen from this ontology.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rubrictypeontology&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -123325,34 +179048,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -123365,111 +179064,91 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -123479,10 +179158,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -123492,38 +179171,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -123531,58 +179193,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -123592,42 +179206,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -123637,111 +179252,101 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -123751,272 +179356,138 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SupervisedHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for SFT. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for tuning.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for tuning. This feature is only available for open source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Learning rate for tuning. Mutually exclusive with `learning_rate_multiplier`. This feature is only available for open source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate. Mutually exclusive with `learning_rate`. This feature is only available for 1P models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SupervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning data statistics for Supervised Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `truncated_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTruncatedExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of examples in the dataset that have been dropped. An example can be dropped for reasons including: too many tokens, contains an invalid image, contains too many images, etc.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltruncatedexamplecount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;truncatedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Truncatedexampleindices&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistribution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDataStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SupervisedTuningDatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset distribution for Supervised Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;billableSum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -124026,197 +179497,149 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values that are billable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Billablesum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDatasetDistributionDatasetBucket&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDatasetDistribution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SupervisedTuningDatasetDistributionDatasetBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDatasetDistributionDatasetBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SupervisedTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supervised tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. Default is false.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedHyperParameters&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for SFT.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124226,22 +179649,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124251,17 +179662,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -124272,85 +179675,89 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -124362,21 +179769,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -124388,18 +179783,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124409,97 +179796,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124509,68 +179887,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124580,12 +179935,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the TunedModel.\n      Format: `projects/{project}/locations/{location}/models/{model}@{version_id}`\n      When tuning from a base model, the version_id will be 1.\n      For continuous tuning, the version id will be incremented by 1 from the\n      last version id in the parent model. E.g., `projects/{project}/locations/{location}/models/{model}@{last_version_id + 1}`\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -124593,34 +179949,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A resource name of an Endpoint.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelCheckpoint&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TunedModelCheckpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124630,36 +179983,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124669,192 +180009,200 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning data statistic values for TuningJob.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationDataStats&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for distillation prompt dataset. These statistics do not include the responses sampled from the teacher model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;preferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationDataStats&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for preference optimization.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;supervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDataStats&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The SFT Tuning data stats.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reinforcementTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for reinforcement tuning.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningDataStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningJob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuning job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/JobState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detailed state of the job.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Time when the TuningJob was most recently updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Only populated when job&#39;s state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The description of the TuningJob.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -124864,147 +180212,159 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base model that is being tuned. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The tuned model resources associated with this TuningJob.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;preTunedModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreTunedModel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pre-tuned model for continuous tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;supervisedTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Supervised Fine Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;preferenceOptimizationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Preference Optimization.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;distillationSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Distillation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reinforcementTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Reinforcement Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningDataStats&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The tuning data statistics associated with this TuningJob.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EncryptionSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partnerModelTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartnerModelTuningSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for open sourced and third party Partner models.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;evaluationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluation config for the tuning job.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customBaseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The user-provided path to custom model weights. Set this field to tune a custom model. The path must be a Cloud Storage directory that contains the model weights in .safetensors format along with associated model metadata files. If this field is set, the base_model field must still be set to indicate which base model the custom model is derived from. This feature is only available for open source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custombasemodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;evaluateDatasetRuns&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EvaluateDatasetRun&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -125013,66 +180373,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Evaluation runs for the Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluatedatasetruns&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;experiment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The Experiment associated with this TuningJob.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Experiment&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fullFineTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FullFineTuningSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to the directory where tuning job outputs are written to. This field is only available and required for open source models.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pipelineJob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -125080,10 +180456,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pipelinejob&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -125093,384 +180477,541 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account that the tuningJob workload runs as. If not specified, the Vertex AI Secure Fine-Tuned Service Agent in the project will be used. See https://cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent Users starting the pipeline must have the `iam.serviceAccounts.actAs` permission on this service account.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tunedModelDisplayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. For continuous tuning, tuned_model_display_name will by default use the same display name as the pre-tuned model. If a new display name is provided, the tuning job will create a new model instead of a new version.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodeldisplayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningJobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningJobState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The detail state of the tuning job (while the overall `JobState` is running).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;veoTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoTuningSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningJobMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningJobMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Tuning Job metadata.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;veoLoraTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoLoraTuningSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo LoRA Tuning.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;distillationSamplingSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationSamplingSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningJob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningJobMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning job metadata. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completedEpochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of epochs that have been completed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completedepochcount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;completedStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of steps that have been completed. Set for Multi-Step RL.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completedstepcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningJobMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningJobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe detail state of the tuning job (while the overall `JobState` is running).\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_WAITING_FOR_QUOTA&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_PROCESSING_DATASET&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_WAITING_FOR_CAPACITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_TUNING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_JOB_STATE_POST_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningJobState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning mode. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_FULL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_MODE_PEFT_ADAPTER&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningSpeed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speed of the tuning job.\n\nOnly supported for Veo 3.0 models. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_SPEED_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGULAR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningSpeed&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TuningTask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning task for Veo. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_TASK_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_TASK_I2V&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_TASK_T2V&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TUNING_TASK_R2V&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningTask&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UnifiedMetric&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The unified metric used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bleuSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/BleuSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Bleu metric spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rougeSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RougeSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rouge metric spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pointwiseMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PointwiseMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The pointwise metric spec.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;llmBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LLMBasedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for an LLM based metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customCodeExecutionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomCodeExecutionSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a custom code execution metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;predefinedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PredefinedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a pre-defined metric.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;computationBasedMetricSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputationBasedMetricSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The spec for a computation based metric.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnifiedMetric&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VeoHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Veo. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningTask&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningTask&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning task for Veo.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;veoDataMixtureRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The ratio of Google internal dataset to use in the training mixture, in range of `[0, 1)`. If `0.2`, it means 20% of Google internal dataset and 80% of user dataset will be used for training. If not set, the default value is 0.1.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Veodatamixtureratio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The adapter size for LoRA tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningSpeed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TuningSpeed&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speed of the tuning job. Only supported for Veo 3.0 models.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VeoLoraTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo LoRA Model Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoHyperParameters&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Veo LoRA.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -125480,42 +181021,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoOrientation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoOrientation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The orientation of the video. Defaults to LANDSCAPE.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoLoraTuningSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VeoTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Veo Model Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VeoHyperParameters&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Veo.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -125525,31 +181061,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -125559,80 +181095,69 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoOrientation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The orientation of the video.\n\nDefaults to LANDSCAPE. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO_ORIENTATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LANDSCAPE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PORTRAIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoOrientation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -125640,289 +181165,157 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsResponse.next_page_token" title="genai.types.ListTuningJobsResponse.next_page_token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">next_page_token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsResponse.sdk_http_response" title="genai.types.ListTuningJobsResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ListTuningJobsResponse.tuning_jobs" title="genai.types.ListTuningJobsResponse.tuning_jobs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_jobs</span> <span class="pre">(list[genai.types.TuningJob]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse.next_page_token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nextPageToken')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponse.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token to retrieve the next page of results. Pass this token in a subsequent [GenAiTuningService.ListTuningJobs] call to retrieve the next page of results.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponse.tuning_jobs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningJob" title="genai.types.TuningJob"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningJob</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningJobs')</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponse.tuning_jobs" title="Link to this definition">¶</a></dt>
-<dd><p>The tuning jobs that match the request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ListTuningJobsResponseDict</span></span><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the list tuning jobs method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict.next_page_token">
-<span class="sig-name descname"><span class="pre">next_page_token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict.next_page_token" title="Link to this definition">¶</a></dt>
-<dd><p>A token to retrieve the next page of results. Pass this token in a subsequent [GenAiTuningService.ListTuningJobs] call to retrieve the next page of results.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ListTuningJobsResponseDict.tuning_jobs">
-<span class="sig-name descname"><span class="pre">tuning_jobs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TuningJobDict" title="genai.types.TuningJobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TuningJobDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ListTuningJobsResponseDict.tuning_jobs" title="Link to this definition">¶</a></dt>
-<dd><p>The tuning jobs that match the request.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveClientContent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientContent</span></span><a class="headerlink" href="#genai.types.LiveClientContent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Incremental update of the current conversation delivered from the client.</p>
-<p>All the content here will unconditionally be appended to the conversation
-history and used as part of the prompt to the model to generate content.</p>
-<p>A message here will interrupt any current model generation.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientContent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental update of the current conversation delivered from the client.\n\nAll the content here will unconditionally be appended to the conversation\nhistory and used as part of the prompt to the model to generate content.\n\nA message here will interrupt any current model generation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;turns&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turns&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -125932,43 +181325,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -125978,22 +181365,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -126002,31 +181381,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126036,146 +181405,126 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -126185,47 +181534,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -126234,23 +181579,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126260,32 +181608,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126295,45 +181641,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126343,421 +181696,482 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126767,78 +182181,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126848,84 +182268,434 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.avatar_config" title="genai.types.LiveClientSetup.avatar_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">avatar_config</span> <span class="pre">(genai.types.AvatarConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.context_window_compression" title="genai.types.LiveClientSetup.context_window_compression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">context_window_compression</span> <span class="pre">(genai.types.ContextWindowCompressionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.explicit_vad_signal" title="genai.types.LiveClientSetup.explicit_vad_signal"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explicit_vad_signal</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.generation_config" title="genai.types.LiveClientSetup.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.history_config" title="genai.types.LiveClientSetup.history_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">history_config</span> <span class="pre">(genai.types.HistoryConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.input_audio_transcription" title="genai.types.LiveClientSetup.input_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.model" title="genai.types.LiveClientSetup.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.output_audio_transcription" title="genai.types.LiveClientSetup.output_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.proactivity" title="genai.types.LiveClientSetup.proactivity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactivity</span> <span class="pre">(genai.types.ProactivityConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.safety_settings" title="genai.types.LiveClientSetup.safety_settings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_settings</span> <span class="pre">(list[genai.types.SafetySetting]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.session_resumption" title="genai.types.LiveClientSetup.session_resumption"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption</span> <span class="pre">(genai.types.SessionResumptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.system_instruction" title="genai.types.LiveClientSetup.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.tools" title="genai.types.LiveClientSetup.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.avatar_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfig" title="genai.types.AvatarConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'avatarConfig')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.avatar_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the avatar model behavior.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.context_window_compression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig" title="genai.types.ContextWindowCompressionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'contextWindowCompression')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.context_window_compression" title="Link to this definition">¶</a></dt>
+<dd><p>Configures context window compression mechanism.</p>
+<p>If included, server will compress context window to fit into given length.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.explicit_vad_signal">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'explicitVadSignal')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.explicit_vad_signal" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the explicit VAD signal. If enabled, the client will send
+vad_signal to indicate the start and end of speech. This allows the server
+to process the audio more efficiently.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>The generation configuration for the session.
+Note: only a subset of fields are supported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.history_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfig" title="genai.types.HistoryConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'historyConfig')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.history_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the exchange of history between the client and the server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.input_audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.input_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the input aligns with the input audio language.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.model" title="Link to this definition">¶</a></dt>
+<dd><p>The fully qualified name of the publisher model or tuned model endpoint to
+use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.output_audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.output_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the output aligns with the language code
+specified for the output audio.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.proactivity">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfig" title="genai.types.ProactivityConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.proactivity" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
+the input and to ignore irrelevant input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.safety_settings">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySetting" title="genai.types.SafetySetting"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySetting</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetySettings')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.safety_settings" title="Link to this definition">¶</a></dt>
+<dd><p>Safety settings in the request to block unsafe content in the
+response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.session_resumption">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfig" title="genai.types.SessionResumptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionResumption')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.session_resumption" title="Link to this definition">¶</a></dt>
+<dd><p>Configures session resumption mechanism.</p>
+<p>If included server will send SessionResumptionUpdate messages.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>The user provided system instructions for the model.
+Note: only text should be used in parts and content in each part will be
+in a separate paragraph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetup.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Annotated</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.tools" title="Link to this definition">¶</a></dt>
+<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
+external systems to perform an action, or set of actions, outside of
+knowledge and scope of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientSetupDict</span></span><a class="headerlink" href="#genai.types.LiveClientSetupDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Message contains configuration that will apply for the duration of the streaming session.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.avatar_config">
+<span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfigDict" title="genai.types.AvatarConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.avatar_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the avatar model behavior.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.context_window_compression">
+<span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfigDict" title="genai.types.ContextWindowCompressionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.context_window_compression" title="Link to this definition">¶</a></dt>
+<dd><p>Configures context window compression mechanism.</p>
+<p>If included, server will compress context window to fit into given length.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.explicit_vad_signal">
+<span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.explicit_vad_signal" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the explicit VAD signal. If enabled, the client will send
+vad_signal to indicate the start and end of speech. This allows the server
+to process the audio more efficiently.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.generation_config">
+<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>The generation configuration for the session.
+Note: only a subset of fields are supported.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.history_config">
+<span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfigDict" title="genai.types.HistoryConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.history_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the exchange of history between the client and the server.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.input_audio_transcription">
+<span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.input_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the input aligns with the input audio language.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>The fully qualified name of the publisher model or tuned model endpoint to
+use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.output_audio_transcription">
+<span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.output_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the output aligns with the language code
+specified for the output audio.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.proactivity">
+<span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfigDict" title="genai.types.ProactivityConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.proactivity" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
+the input and to ignore irrelevant input.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.safety_settings">
+<span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySettingDict" title="genai.types.SafetySettingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySettingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.safety_settings" title="Link to this definition">¶</a></dt>
+<dd><p>Safety settings in the request to block unsafe content in the
+response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.session_resumption">
+<span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfigDict" title="genai.types.SessionResumptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.session_resumption" title="Link to this definition">¶</a></dt>
+<dd><p>Configures session resumption mechanism.</p>
+<p>If included server will send SessionResumptionUpdate messages.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>The user provided system instructions for the model.
+Note: only text should be used in parts and content in each part will be
+in a separate paragraph.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.tools">
+<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.tools" title="Link to this definition">¶</a></dt>
+<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
+external systems to perform an action, or set of actions, outside of
+knowledge and scope of the model.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveClientToolResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientToolResponse</span></span><a class="headerlink" href="#genai.types.LiveClientToolResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Client generated response to a <cite>ToolCall</cite> received from the server.</p>
+<p>Individual <cite>FunctionResponse</cite> objects are matched to the respective
+<cite>FunctionCall</cite> objects by the <cite>id</cite> field.</p>
+<p>Note that in the unary and server-streaming GenerateContent APIs function
+calling happens by exchanging the <cite>Content</cite> parts, while in the bidi
+GenerateContent APIs function calling happens over this dedicated set of
+messages.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientToolResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client generated response to a `ToolCall` received from the server.\n\nIndividual `FunctionResponse` objects are matched to the respective\n`FunctionCall` objects by the `id` field.\n\nNote that in the unary and server-streaming GenerateContent APIs function\ncalling happens by exchanging the `Content` parts, while in the bidi\nGenerateContent APIs function calling happens over this dedicated set of\nmessages.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;functionResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the function calls.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functionresponses&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126935,10 +182705,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126948,34 +182718,32 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -126985,23 +182753,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -127011,18 +182780,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -127032,10 +182801,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -127045,10 +182814,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -127058,12 +182827,55 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -127073,35 +182885,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveClientContent.turn_complete" title="genai.types.LiveClientContent.turn_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_complete</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientContent.turns" title="genai.types.LiveClientContent.turns"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turns</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveClientToolResponse.function_responses" title="genai.types.LiveClientToolResponse.function_responses"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_responses</span> <span class="pre">(list[genai.types.FunctionResponse]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientContent.turn_complete">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnComplete')</span></em><a class="headerlink" href="#genai.types.LiveClientContent.turn_complete" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the server content generation should start with
-the currently accumulated prompt. Otherwise, the server will await
-additional messages before starting generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientContent.turns">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turns</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientContent.turns" title="Link to this definition">¶</a></dt>
-<dd><p>The content appended to the current conversation with the model.</p>
-<p>For single-turn queries, this is a single instance. For multi-turn
-queries, this is a repeated field that contains conversation history and
-latest request.</p>
+<dt class="sig sig-object py" id="genai.types.LiveClientToolResponse.function_responses">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_responses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponse" title="genai.types.FunctionResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionResponses')</span></em><a class="headerlink" href="#genai.types.LiveClientToolResponse.function_responses" title="Link to this definition">¶</a></dt>
+<dd><p>The response to the function calls.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -127114,110 +182907,393 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveClientContentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientContentDict</span></span><a class="headerlink" href="#genai.types.LiveClientContentDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveClientToolResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientToolResponseDict</span></span><a class="headerlink" href="#genai.types.LiveClientToolResponseDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Incremental update of the current conversation delivered from the client.</p>
-<p>All the content here will unconditionally be appended to the conversation
-history and used as part of the prompt to the model to generate content.</p>
-<p>A message here will interrupt any current model generation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientContentDict.turn_complete">
-<span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientContentDict.turn_complete" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the server content generation should start with
-the currently accumulated prompt. Otherwise, the server will await
-additional messages before starting generation.</p>
-</dd></dl>
-
+<p>Client generated response to a <cite>ToolCall</cite> received from the server.</p>
+<p>Individual <cite>FunctionResponse</cite> objects are matched to the respective
+<cite>FunctionCall</cite> objects by the <cite>id</cite> field.</p>
+<p>Note that in the unary and server-streaming GenerateContent APIs function
+calling happens by exchanging the <cite>Content</cite> parts, while in the bidi
+GenerateContent APIs function calling happens over this dedicated set of
+messages.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientContentDict.turns">
-<span class="sig-name descname"><span class="pre">turns</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientContentDict.turns" title="Link to this definition">¶</a></dt>
-<dd><p>The content appended to the current conversation with the model.</p>
-<p>For single-turn queries, this is a single instance. For multi-turn
-queries, this is a repeated field that contains conversation history and
-latest request.</p>
+<dt class="sig sig-object py" id="genai.types.LiveClientToolResponseDict.function_responses">
+<span class="sig-name descname"><span class="pre">function_responses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseDict" title="genai.types.FunctionResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientToolResponseDict.function_responses" title="Link to this definition">¶</a></dt>
+<dd><p>The response to the function calls.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientMessage</span></span><a class="headerlink" href="#genai.types.LiveClientMessage" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConfig</span></span><a class="headerlink" href="#genai.types.LiveConnectConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Messages sent by the client in the API call.</p>
+<p>Session config for the API connection.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientMessage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Messages sent by the client in the API call.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session config for the API connection.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;setup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientSetup&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent by the system when connecting to the API. SDK users should not send this message.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientContent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental update of the current conversation delivered from the client.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;realtimeInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientRealtimeInput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input that is sent in real time.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveClientToolResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response to a `ToolCallMessage` received from the server.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking features.\n      An error will be returned if this field is set for models that don&#39;t\n      support thinking.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model will detect emotions and adapt its responses accordingly.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">}</span>
+<span class="w">                  </span><span class="p">]</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;realtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the realtime input behavior in BidiGenerateContent.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for translation.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ActivityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityEnd&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ActivityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityStart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
@@ -127317,7 +183393,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -127428,6 +183504,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
@@ -127515,7 +183662,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -127696,6 +183843,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
@@ -127958,7 +184115,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -128405,207 +184562,1185 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -128615,48 +185750,65 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -128666,98 +185818,92 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -128765,251 +185911,182 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental update of the current conversation delivered from the client.\n\nAll the content here will unconditionally be appended to the conversation\nhistory and used as part of the prompt to the model to generate content.\n\nA message here will interrupt any current model generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;turns&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turns&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientContent&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveClientRealtimeInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input that is sent in real time.\n\nThis is different from `LiveClientContent` in a few ways:\n\n  - Can be sent continuously without interruption to model generation.\n  - If there is a need to mix data interleaved across the\n    `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n    optimize for best response, but there are no guarantees.\n  - End of turn is not explicitly specified, but is rather derived from user\n    activity (for example, end of speech).\n  - Even before the end of turn, the data is processed incrementally\n    to optimize for a fast start of the response from the model.\n  - Is always assumed to be the user&#39;s input (cannot be used to populate\n    conversation history).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -129018,47 +186095,61 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlined bytes data for media input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediachunks&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime audio input stream.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioStreamEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiostreamend&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime video input stream.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -129068,632 +186159,738 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime text input stream.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;activityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityStart&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;activityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityEnd&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientRealtimeInput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveClientSetup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message contains configuration that will apply for the duration of the streaming session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.\n      Note: only a subset of fields are supported.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                           </span><span class="p">},</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                           </span><span class="p">},</span>
-<span class="w">                           </span><span class="p">{</span>
-<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                           </span><span class="p">}</span>
-<span class="w">                        </span><span class="p">]</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientSetup&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveClientToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client generated response to a `ToolCall` received from the server.\n\nIndividual `FunctionResponse` objects are matched to the respective\n`FunctionCall` objects by the `id` field.\n\nNote that in the unary and server-streaming GenerateContent APIs function\ncalling happens by exchanging the `Content` parts, while in the bidi\nGenerateContent APIs function calling happens over this dedicated set of\nmessages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;functionResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the function calls.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functionresponses&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -129701,57 +186898,55 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -129761,69 +186956,65 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -129831,210 +187022,828 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.avatar_config" title="genai.types.LiveConnectConfig.avatar_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">avatar_config</span> <span class="pre">(genai.types.AvatarConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.context_window_compression" title="genai.types.LiveConnectConfig.context_window_compression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">context_window_compression</span> <span class="pre">(genai.types.ContextWindowCompressionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.enable_affective_dialog" title="genai.types.LiveConnectConfig.enable_affective_dialog"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_affective_dialog</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.explicit_vad_signal" title="genai.types.LiveConnectConfig.explicit_vad_signal"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explicit_vad_signal</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.generation_config" title="genai.types.LiveConnectConfig.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.history_config" title="genai.types.LiveConnectConfig.history_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">history_config</span> <span class="pre">(genai.types.HistoryConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.http_options" title="genai.types.LiveConnectConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.input_audio_transcription" title="genai.types.LiveConnectConfig.input_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.max_output_tokens" title="genai.types.LiveConnectConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.media_resolution" title="genai.types.LiveConnectConfig.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.MediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.output_audio_transcription" title="genai.types.LiveConnectConfig.output_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.proactivity" title="genai.types.LiveConnectConfig.proactivity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactivity</span> <span class="pre">(genai.types.ProactivityConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.realtime_input_config" title="genai.types.LiveConnectConfig.realtime_input_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">realtime_input_config</span> <span class="pre">(genai.types.RealtimeInputConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.response_modalities" title="genai.types.LiveConnectConfig.response_modalities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[genai.types.Modality]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.safety_settings" title="genai.types.LiveConnectConfig.safety_settings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_settings</span> <span class="pre">(list[genai.types.SafetySetting]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.seed" title="genai.types.LiveConnectConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.session_resumption" title="genai.types.LiveConnectConfig.session_resumption"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption</span> <span class="pre">(genai.types.SessionResumptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.speech_config" title="genai.types.LiveConnectConfig.speech_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.system_instruction" title="genai.types.LiveConnectConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.temperature" title="genai.types.LiveConnectConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.thinking_config" title="genai.types.LiveConnectConfig.thinking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_config</span> <span class="pre">(genai.types.ThinkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.tools" title="genai.types.LiveConnectConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.top_k" title="genai.types.LiveConnectConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.top_p" title="genai.types.LiveConnectConfig.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.translation_config" title="genai.types.LiveConnectConfig.translation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">translation_config</span> <span class="pre">(genai.types.TranslationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.avatar_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfig" title="genai.types.AvatarConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'avatarConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.avatar_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the avatar model behavior.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.context_window_compression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig" title="genai.types.ContextWindowCompressionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'contextWindowCompression')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.context_window_compression" title="Link to this definition">¶</a></dt>
+<dd><p>Configures context window compression mechanism.</p>
+<p>If included, server will compress context window to fit into given length.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.enable_affective_dialog">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableAffectiveDialog')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.enable_affective_dialog" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, the model will detect emotions and adapt its responses accordingly.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.explicit_vad_signal">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'explicitVadSignal')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.explicit_vad_signal" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the explicit VAD signal. If enabled, the client will send
+vad_signal to indicate the start and end of speech. This allows the server
+to process the audio more efficiently.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>The generation configuration for the session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.history_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfig" title="genai.types.HistoryConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'historyConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.history_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the exchange of history between the client and the server.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.input_audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.input_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the input aligns with the input audio language.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.max_output_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum number of tokens that can be generated in the response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.media_resolution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>If specified, the media resolution specified will be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.output_audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.output_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the output aligns with the language code
+specified for the output audio.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.proactivity">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfig" title="genai.types.ProactivityConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.proactivity" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
+the input and to ignore irrelevant input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.realtime_input_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">realtime_input_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RealtimeInputConfig" title="genai.types.RealtimeInputConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">RealtimeInputConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'realtimeInputConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.realtime_input_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the realtime input behavior in BidiGenerateContent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.response_modalities">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseModalities')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>The requested modalities of the response. Represents the set of
+modalities that the model can return. Defaults to AUDIO if not specified.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.safety_settings">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySetting" title="genai.types.SafetySetting"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySetting</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetySettings')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.safety_settings" title="Link to this definition">¶</a></dt>
+<dd><p>Safety settings in the request to block unsafe content in the
+response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
+effort to provide the same response for repeated requests. By default, a
+random number is used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.session_resumption">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfig" title="genai.types.SessionResumptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionResumption')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.session_resumption" title="Link to this definition">¶</a></dt>
+<dd><p>Configures session resumption mechanism.</p>
+<p>If included the server will send SessionResumptionUpdate messages.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.speech_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speechConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>The speech generation configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>The user provided system instructions for the model.
+Note: only text should be used in parts and content in each part will be
+in a separate paragraph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.temperature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Value that controls the degree of randomness in token selection.
+Lower temperatures are good for prompts that require a less open-ended or
+creative response, while higher temperatures can lead to more diverse or
+creative results.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.thinking_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.thinking_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for thinking features.
+An error will be returned if this field is set for models that don’t
+support thinking.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Annotated</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.tools" title="Link to this definition">¶</a></dt>
+<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
+external systems to perform an action, or set of actions, outside of
+knowledge and scope of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
+highest probabilities are sampled. Then tokens are further filtered based
+on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
+a lower number for less random responses and a higher number for more
+random responses.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.top_p">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Tokens are selected from the most to least probable until the sum
+of their probabilities equals this value. Use a lower value for less
+random responses and a higher value for more random responses.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.translation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfig" title="genai.types.TranslationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'translationConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.translation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for translation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConfigDict</span></span><a class="headerlink" href="#genai.types.LiveConnectConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Session config for the API connection.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.avatar_config">
+<span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfigDict" title="genai.types.AvatarConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.avatar_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the avatar model behavior.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.context_window_compression">
+<span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfigDict" title="genai.types.ContextWindowCompressionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.context_window_compression" title="Link to this definition">¶</a></dt>
+<dd><p>Configures context window compression mechanism.</p>
+<p>If included, server will compress context window to fit into given length.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.enable_affective_dialog">
+<span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.enable_affective_dialog" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, the model will detect emotions and adapt its responses accordingly.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.explicit_vad_signal">
+<span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.explicit_vad_signal" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the explicit VAD signal. If enabled, the client will send
+vad_signal to indicate the start and end of speech. This allows the server
+to process the audio more efficiently.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.generation_config">
+<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>The generation configuration for the session.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.history_config">
+<span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfigDict" title="genai.types.HistoryConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.history_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the exchange of history between the client and the server.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.input_audio_transcription">
+<span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.input_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the input aligns with the input audio language.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.max_output_tokens">
+<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Maximum number of tokens that can be generated in the response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.media_resolution">
+<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>If specified, the media resolution specified will be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.output_audio_transcription">
+<span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.output_audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>The transcription of the output aligns with the language code
+specified for the output audio.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.proactivity">
+<span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfigDict" title="genai.types.ProactivityConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.proactivity" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
+the input and to ignore irrelevant input.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.realtime_input_config">
+<span class="sig-name descname"><span class="pre">realtime_input_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RealtimeInputConfigDict" title="genai.types.RealtimeInputConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RealtimeInputConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.realtime_input_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configures the realtime input behavior in BidiGenerateContent.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.response_modalities">
+<span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.response_modalities" title="Link to this definition">¶</a></dt>
+<dd><p>The requested modalities of the response. Represents the set of
+modalities that the model can return. Defaults to AUDIO if not specified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.safety_settings">
+<span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySettingDict" title="genai.types.SafetySettingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySettingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.safety_settings" title="Link to this definition">¶</a></dt>
+<dd><p>Safety settings in the request to block unsafe content in the
+response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
+effort to provide the same response for repeated requests. By default, a
+random number is used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.session_resumption">
+<span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfigDict" title="genai.types.SessionResumptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.session_resumption" title="Link to this definition">¶</a></dt>
+<dd><p>Configures session resumption mechanism.</p>
+<p>If included the server will send SessionResumptionUpdate messages.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.speech_config">
+<span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfigDict" title="genai.types.SpeechConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.speech_config" title="Link to this definition">¶</a></dt>
+<dd><p>The speech generation configuration.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>The user provided system instructions for the model.
+Note: only text should be used in parts and content in each part will be
+in a separate paragraph.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.temperature">
+<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Value that controls the degree of randomness in token selection.
+Lower temperatures are good for prompts that require a less open-ended or
+creative response, while higher temperatures can lead to more diverse or
+creative results.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.thinking_config">
+<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.thinking_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for thinking features.
+An error will be returned if this field is set for models that don’t
+support thinking.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.tools">
+<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.tools" title="Link to this definition">¶</a></dt>
+<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
+<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
+external systems to perform an action, or set of actions, outside of
+knowledge and scope of the model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
+highest probabilities are sampled. Then tokens are further filtered based
+on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
+a lower number for less random responses and a higher number for more
+random responses.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.top_p">
+<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Tokens are selected from the most to least probable until the sum
+of their probabilities equals this value. Use a lower value for less
+random responses and a higher value for more random responses.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.translation_config">
+<span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfigDict" title="genai.types.TranslationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.translation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Config for translation.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConstraints">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConstraints</span></span><a class="headerlink" href="#genai.types.LiveConnectConstraints" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for LiveConnectConstraints for Auth Token creation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConstraints&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LiveConnectConstraints for Auth Token creation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      &lt;https://ai.google.dev/gemini-api/docs/models&gt;`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveConnectConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration specific to Live API connections created using this token.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -130047,98 +187856,116 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -130148,64 +187975,80 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -130213,58 +188056,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130274,64 +188115,68 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -130341,18 +188186,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130362,75 +188219,109 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130440,42 +188331,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -130485,44 +188370,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -130530,44 +188398,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130577,22 +188438,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -130603,32 +188489,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130638,23 +188522,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130664,10 +188548,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130677,83 +188608,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130763,81 +188669,88 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130847,50 +188760,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130900,20 +188808,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -130921,10 +188822,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130934,10 +188835,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -130947,259 +188856,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.client_content" title="genai.types.LiveClientMessage.client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_content</span> <span class="pre">(genai.types.LiveClientContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.realtime_input" title="genai.types.LiveClientMessage.realtime_input"><code class="xref py py-obj docutils literal notranslate"><span class="pre">realtime_input</span> <span class="pre">(genai.types.LiveClientRealtimeInput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.setup" title="genai.types.LiveClientMessage.setup"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup</span> <span class="pre">(genai.types.LiveClientSetup</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientMessage.tool_response" title="genai.types.LiveClientMessage.tool_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_response</span> <span class="pre">(genai.types.LiveClientToolResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessage.client_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientContent" title="genai.types.LiveClientContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientContent')</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.client_content" title="Link to this definition">¶</a></dt>
-<dd><p>Incremental update of the current conversation delivered from the client.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessage.realtime_input">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">realtime_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientRealtimeInput" title="genai.types.LiveClientRealtimeInput"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientRealtimeInput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'realtimeInput')</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.realtime_input" title="Link to this definition">¶</a></dt>
-<dd><p>User input that is sent in real time.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessage.setup">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientSetup" title="genai.types.LiveClientSetup"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientSetup</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.setup" title="Link to this definition">¶</a></dt>
-<dd><p>Message to be sent by the system when connecting to the API. SDK users should not send this message.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessage.tool_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientToolResponse" title="genai.types.LiveClientToolResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientToolResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolResponse')</span></em><a class="headerlink" href="#genai.types.LiveClientMessage.tool_response" title="Link to this definition">¶</a></dt>
-<dd><p>Response to a <cite>ToolCallMessage</cite> received from the server.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientMessageDict</span></span><a class="headerlink" href="#genai.types.LiveClientMessageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Messages sent by the client in the API call.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.client_content">
-<span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientContentDict" title="genai.types.LiveClientContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.client_content" title="Link to this definition">¶</a></dt>
-<dd><p>Incremental update of the current conversation delivered from the client.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.realtime_input">
-<span class="sig-name descname"><span class="pre">realtime_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientRealtimeInputDict" title="genai.types.LiveClientRealtimeInputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientRealtimeInputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.realtime_input" title="Link to this definition">¶</a></dt>
-<dd><p>User input that is sent in real time.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.setup">
-<span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientSetupDict" title="genai.types.LiveClientSetupDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientSetupDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.setup" title="Link to this definition">¶</a></dt>
-<dd><p>Message to be sent by the system when connecting to the API. SDK users should not send this message.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientMessageDict.tool_response">
-<span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveClientToolResponseDict" title="genai.types.LiveClientToolResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveClientToolResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientMessageDict.tool_response" title="Link to this definition">¶</a></dt>
-<dd><p>Response to a <cite>ToolCallMessage</cite> received from the server.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientRealtimeInput</span></span><a class="headerlink" href="#genai.types.LiveClientRealtimeInput" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>User input that is sent in real time.</p>
-<p>This is different from <cite>LiveClientContent</cite> in a few ways:</p>
-<blockquote>
-<div><ul class="simple">
-<li><p>Can be sent continuously without interruption to model generation.</p></li>
-<li><p>If there is a need to mix data interleaved across the
-<cite>LiveClientContent</cite> and the <cite>LiveClientRealtimeInput</cite>, server attempts to
-optimize for best response, but there are no guarantees.</p></li>
-<li><p>End of turn is not explicitly specified, but is rather derived from user
-activity (for example, end of speech).</p></li>
-<li><p>Even before the end of turn, the data is processed incrementally
-to optimize for a fast start of the response from the model.</p></li>
-<li><p>Is always assumed to be the user’s input (cannot be used to populate
-conversation history).</p></li>
-</ul>
-</div></blockquote>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientRealtimeInput&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input that is sent in real time.\n\nThis is different from `LiveClientContent` in a few ways:\n\n  - Can be sent continuously without interruption to model generation.\n  - If there is a need to mix data interleaved across the\n    `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n    optimize for best response, but there are no guarantees.\n  - End of turn is not explicitly specified, but is rather derived from user\n    activity (for example, end of speech).\n  - Even before the end of turn, the data is processed incrementally\n    to optimize for a fast start of the response from the model.\n  - Is always assumed to be the user&#39;s input (cannot be used to populate\n    conversation history).&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;mediaChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inlined bytes data for media input.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediachunks&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime audio input stream.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioStreamEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiostreamend&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime video input stream.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime text input stream.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;activityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityStart&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;activityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityEnd&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ActivityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityEnd&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ActivityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityStart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -131207,8 +188869,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -131220,483 +188882,253 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.activity_end" title="genai.types.LiveClientRealtimeInput.activity_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_end</span> <span class="pre">(genai.types.ActivityEnd</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.activity_start" title="genai.types.LiveClientRealtimeInput.activity_start"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_start</span> <span class="pre">(genai.types.ActivityStart</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.audio" title="genai.types.LiveClientRealtimeInput.audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.audio_stream_end" title="genai.types.LiveClientRealtimeInput.audio_stream_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_stream_end</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.media_chunks" title="genai.types.LiveClientRealtimeInput.media_chunks"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_chunks</span> <span class="pre">(list[genai.types.Blob]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.text" title="genai.types.LiveClientRealtimeInput.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientRealtimeInput.video" title="genai.types.LiveClientRealtimeInput.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.activity_end">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEnd" title="genai.types.ActivityEnd"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEnd</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityEnd')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.activity_end" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the end of user activity.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.activity_start">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStart" title="genai.types.ActivityStart"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStart</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityStart')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.activity_start" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the start of user activity.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.audio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.audio" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime audio input stream.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.audio_stream_end">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioStreamEnd')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.audio_stream_end" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
-turned off.</p>
-<p>This should only be sent when automatic activity detection is enabled
-(which is the default).</p>
-<p>The client can reopen the stream by sending an audio message.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.media_chunks">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaChunks')</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.media_chunks" title="Link to this definition">¶</a></dt>
-<dd><p>Inlined bytes data for media input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.text" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime text input stream.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInput.video">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInput.video" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime video input stream.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientRealtimeInputDict</span></span><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>User input that is sent in real time.</p>
-<p>This is different from <cite>LiveClientContent</cite> in a few ways:</p>
-<blockquote>
-<div><ul class="simple">
-<li><p>Can be sent continuously without interruption to model generation.</p></li>
-<li><p>If there is a need to mix data interleaved across the
-<cite>LiveClientContent</cite> and the <cite>LiveClientRealtimeInput</cite>, server attempts to
-optimize for best response, but there are no guarantees.</p></li>
-<li><p>End of turn is not explicitly specified, but is rather derived from user
-activity (for example, end of speech).</p></li>
-<li><p>Even before the end of turn, the data is processed incrementally
-to optimize for a fast start of the response from the model.</p></li>
-<li><p>Is always assumed to be the user’s input (cannot be used to populate
-conversation history).</p></li>
-</ul>
-</div></blockquote>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.activity_end">
-<span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEndDict" title="genai.types.ActivityEndDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEndDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.activity_end" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the end of user activity.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.activity_start">
-<span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStartDict" title="genai.types.ActivityStartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStartDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.activity_start" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the start of user activity.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.audio">
-<span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.audio" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime audio input stream.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.audio_stream_end">
-<span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.audio_stream_end" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
-turned off.</p>
-<p>This should only be sent when automatic activity detection is enabled
-(which is the default).</p>
-<p>The client can reopen the stream by sending an audio message.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.media_chunks">
-<span class="sig-name descname"><span class="pre">media_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.media_chunks" title="Link to this definition">¶</a></dt>
-<dd><p>Inlined bytes data for media input.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime text input stream.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientRealtimeInputDict.video">
-<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientRealtimeInputDict.video" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime video input stream.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientSetup</span></span><a class="headerlink" href="#genai.types.LiveClientSetup" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Message contains configuration that will apply for the duration of the streaming session.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientSetup&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message contains configuration that will apply for the duration of the streaming session.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.\n      Note: only a subset of fields are supported.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -131706,18 +189138,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -131730,54 +189166,78 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -131786,66 +189246,184 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -131855,35 +189433,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -131893,198 +189487,217 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -132092,578 +189705,595 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveConnectConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session config for the API connection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking features.\n      An error will be returned if this field is set for models that don&#39;t\n      support thinking.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model will detect emotions and adapt its responses accordingly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;realtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the realtime input behavior in BidiGenerateContent.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for translation.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -132671,33 +190301,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -132705,123 +190328,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -132831,10 +190435,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -132844,333 +190468,368 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -133178,137 +190837,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -133318,242 +190917,139 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -133563,177 +191059,191 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -133743,13 +191253,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -133757,57 +191296,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -133817,39 +191386,105 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -133859,13 +191494,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -133873,13 +191520,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -133887,157 +191533,244 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134047,37 +191780,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134087,37 +191827,183 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConstraints.config" title="genai.types.LiveConnectConstraints.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.LiveConnectConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectConstraints.model" title="genai.types.LiveConnectConstraints.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConstraints.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfig" title="genai.types.LiveConnectConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraints.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration specific to Live API connections created using this token.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConstraints.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraints.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to configure in the ephemeral token for Live API.
+For a list of models, see <cite>Gemini models
+&lt;https://ai.google.dev/gemini-api/docs/models&gt;</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConstraintsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConstraintsDict</span></span><a class="headerlink" href="#genai.types.LiveConnectConstraintsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for LiveConnectConstraints for Auth Token creation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConstraintsDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfigDict" title="genai.types.LiveConnectConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraintsDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration specific to Live API connections created using this token.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectConstraintsDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraintsDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to configure in the ephemeral token for Live API.
+For a list of models, see <cite>Gemini models
+&lt;https://ai.google.dev/gemini-api/docs/models&gt;</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveConnectParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectParameters</span></span><a class="headerlink" href="#genai.types.LiveConnectParameters" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Parameters for connecting to the live API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for connecting to the live API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n    &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveConnectConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional configuration parameters for the request.\n      &quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134127,126 +192013,159 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -134256,71 +192175,68 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134330,85 +192246,70 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134418,42 +192319,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134463,120 +192365,156 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134586,44 +192524,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134633,86 +192581,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -134720,12 +192648,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -134733,47 +192662,36 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134783,104 +192701,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134890,10 +192785,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134903,71 +192798,91 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -134977,23 +192892,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -135003,362 +192919,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.avatar_config" title="genai.types.LiveClientSetup.avatar_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">avatar_config</span> <span class="pre">(genai.types.AvatarConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.context_window_compression" title="genai.types.LiveClientSetup.context_window_compression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">context_window_compression</span> <span class="pre">(genai.types.ContextWindowCompressionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.explicit_vad_signal" title="genai.types.LiveClientSetup.explicit_vad_signal"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explicit_vad_signal</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.generation_config" title="genai.types.LiveClientSetup.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.history_config" title="genai.types.LiveClientSetup.history_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">history_config</span> <span class="pre">(genai.types.HistoryConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.input_audio_transcription" title="genai.types.LiveClientSetup.input_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.model" title="genai.types.LiveClientSetup.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.output_audio_transcription" title="genai.types.LiveClientSetup.output_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.proactivity" title="genai.types.LiveClientSetup.proactivity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactivity</span> <span class="pre">(genai.types.ProactivityConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.safety_settings" title="genai.types.LiveClientSetup.safety_settings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_settings</span> <span class="pre">(list[genai.types.SafetySetting]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.session_resumption" title="genai.types.LiveClientSetup.session_resumption"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption</span> <span class="pre">(genai.types.SessionResumptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.system_instruction" title="genai.types.LiveClientSetup.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveClientSetup.tools" title="genai.types.LiveClientSetup.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.avatar_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfig" title="genai.types.AvatarConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'avatarConfig')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.avatar_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the avatar model behavior.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.context_window_compression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig" title="genai.types.ContextWindowCompressionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'contextWindowCompression')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.context_window_compression" title="Link to this definition">¶</a></dt>
-<dd><p>Configures context window compression mechanism.</p>
-<p>If included, server will compress context window to fit into given length.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.explicit_vad_signal">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'explicitVadSignal')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.explicit_vad_signal" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the explicit VAD signal. If enabled, the client will send
-vad_signal to indicate the start and end of speech. This allows the server
-to process the audio more efficiently.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>The generation configuration for the session.
-Note: only a subset of fields are supported.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.history_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfig" title="genai.types.HistoryConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'historyConfig')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.history_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the exchange of history between the client and the server.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.input_audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.input_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the input aligns with the input audio language.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.model" title="Link to this definition">¶</a></dt>
-<dd><p>The fully qualified name of the publisher model or tuned model endpoint to
-use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.output_audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.output_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the output aligns with the language code
-specified for the output audio.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.proactivity">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfig" title="genai.types.ProactivityConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.proactivity" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
-the input and to ignore irrelevant input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.safety_settings">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySetting" title="genai.types.SafetySetting"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySetting</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetySettings')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.safety_settings" title="Link to this definition">¶</a></dt>
-<dd><p>Safety settings in the request to block unsafe content in the
-response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.session_resumption">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfig" title="genai.types.SessionResumptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionResumption')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.session_resumption" title="Link to this definition">¶</a></dt>
-<dd><p>Configures session resumption mechanism.</p>
-<p>If included server will send SessionResumptionUpdate messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>The user provided system instructions for the model.
-Note: only text should be used in parts and content in each part will be
-in a separate paragraph.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetup.tools">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Annotated</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveClientSetup.tools" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
-<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
-external systems to perform an action, or set of actions, outside of
-knowledge and scope of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientSetupDict</span></span><a class="headerlink" href="#genai.types.LiveClientSetupDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Message contains configuration that will apply for the duration of the streaming session.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.avatar_config">
-<span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfigDict" title="genai.types.AvatarConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.avatar_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the avatar model behavior.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.context_window_compression">
-<span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfigDict" title="genai.types.ContextWindowCompressionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.context_window_compression" title="Link to this definition">¶</a></dt>
-<dd><p>Configures context window compression mechanism.</p>
-<p>If included, server will compress context window to fit into given length.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.explicit_vad_signal">
-<span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.explicit_vad_signal" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the explicit VAD signal. If enabled, the client will send
-vad_signal to indicate the start and end of speech. This allows the server
-to process the audio more efficiently.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.generation_config">
-<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>The generation configuration for the session.
-Note: only a subset of fields are supported.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.history_config">
-<span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfigDict" title="genai.types.HistoryConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.history_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the exchange of history between the client and the server.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.input_audio_transcription">
-<span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.input_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the input aligns with the input audio language.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>The fully qualified name of the publisher model or tuned model endpoint to
-use.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.output_audio_transcription">
-<span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.output_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the output aligns with the language code
-specified for the output audio.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.proactivity">
-<span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfigDict" title="genai.types.ProactivityConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.proactivity" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
-the input and to ignore irrelevant input.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.safety_settings">
-<span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySettingDict" title="genai.types.SafetySettingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySettingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.safety_settings" title="Link to this definition">¶</a></dt>
-<dd><p>Safety settings in the request to block unsafe content in the
-response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.session_resumption">
-<span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfigDict" title="genai.types.SessionResumptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.session_resumption" title="Link to this definition">¶</a></dt>
-<dd><p>Configures session resumption mechanism.</p>
-<p>If included server will send SessionResumptionUpdate messages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>The user provided system instructions for the model.
-Note: only text should be used in parts and content in each part will be
-in a separate paragraph.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientSetupDict.tools">
-<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]]</span></em><a class="headerlink" href="#genai.types.LiveClientSetupDict.tools" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
-<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
-external systems to perform an action, or set of actions, outside of
-knowledge and scope of the model.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveClientToolResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientToolResponse</span></span><a class="headerlink" href="#genai.types.LiveClientToolResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Client generated response to a <cite>ToolCall</cite> received from the server.</p>
-<p>Individual <cite>FunctionResponse</cite> objects are matched to the respective
-<cite>FunctionCall</cite> objects by the <cite>id</cite> field.</p>
-<p>Note that in the unary and server-streaming GenerateContent APIs function
-calling happens by exchanging the <cite>Content</cite> parts, while in the bidi
-GenerateContent APIs function calling happens over this dedicated set of
-messages.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveClientToolResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Client generated response to a `ToolCall` received from the server.\n\nIndividual `FunctionResponse` objects are matched to the respective\n`FunctionCall` objects by the `id` field.\n\nNote that in the unary and server-streaming GenerateContent APIs function\ncalling happens by exchanging the `Content` parts, while in the bidi\nGenerateContent APIs function calling happens over this dedicated set of\nmessages.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;functionResponses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The response to the function calls.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functionresponses&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
@@ -135585,454 +193181,745 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveClientToolResponse.function_responses" title="genai.types.LiveClientToolResponse.function_responses"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_responses</span> <span class="pre">(list[genai.types.FunctionResponse]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveClientToolResponse.function_responses">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_responses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponse" title="genai.types.FunctionResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionResponses')</span></em><a class="headerlink" href="#genai.types.LiveClientToolResponse.function_responses" title="Link to this definition">¶</a></dt>
-<dd><p>The response to the function calls.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveClientToolResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveClientToolResponseDict</span></span><a class="headerlink" href="#genai.types.LiveClientToolResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Client generated response to a <cite>ToolCall</cite> received from the server.</p>
-<p>Individual <cite>FunctionResponse</cite> objects are matched to the respective
-<cite>FunctionCall</cite> objects by the <cite>id</cite> field.</p>
-<p>Note that in the unary and server-streaming GenerateContent APIs function
-calling happens by exchanging the <cite>Content</cite> parts, while in the bidi
-GenerateContent APIs function calling happens over this dedicated set of
-messages.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveClientToolResponseDict.function_responses">
-<span class="sig-name descname"><span class="pre">function_responses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseDict" title="genai.types.FunctionResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveClientToolResponseDict.function_responses" title="Link to this definition">¶</a></dt>
-<dd><p>The response to the function calls.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConfig</span></span><a class="headerlink" href="#genai.types.LiveConnectConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Session config for the API connection.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking features.\n      An error will be returned if this field is set for models that don&#39;t\n      support thinking.\n      &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model will detect emotions and adapt its responses accordingly.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                     </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">}</span>
-<span class="w">                  </span><span class="p">]</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;realtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the realtime input behavior in BidiGenerateContent.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for translation.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -136046,39 +193933,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -136093,38 +194007,46 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveConnectConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session config for the API connection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generation configuration for the session.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -136133,14 +194055,150 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of tokens that can be generated in the response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If specified, the media resolution specified will be used.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The speech generation configuration.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for thinking features.\n      An error will be returned if this field is set for models that don&#39;t\n      support thinking.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model will detect emotions and adapt its responses accordingly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">                           </span><span class="p">},</span>
+<span class="w">                           </span><span class="p">{</span>
+<span class="w">                              </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                           </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">]</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -136149,23 +194207,96 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sessionResumption&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SessionResumptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the input aligns with the input audio language.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputAudioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The transcription of the output aligns with the language code\n      specified for the output audio.\n      &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;realtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RealtimeInputConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the realtime input behavior in BidiGenerateContent.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contextWindowCompression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ContextWindowCompressionConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;proactivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProactivityConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;explicitVadSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -136175,170 +194306,268 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the explicit VAD signal. If enabled, the client will send\n      vad_signal to indicate the start and end of speech. This allows the server\n      to process the audio more efficiently.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explicitvadsignal&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;historyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HistoryConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the exchange of history between the client and the server.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;avatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AvatarConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar model behavior.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetySettings&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetySetting&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety settings in the request to block unsafe content in the\n      response.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safetysettings&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AvatarConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the avatar to be used in the session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;avatarName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pre-built avatar id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Avatarname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomizedAvatar&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customized avatar appearance with a reference image.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed audio.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiobitratebps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoBitrateBps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The bitrate of compressed video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videobitratebps&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AvatarConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
@@ -136349,160 +194578,224 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enables context window compression -- mechanism managing model context window so it does not exceed given length.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;triggerTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of tokens (before running turn) that triggers context window compression mechanism.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Triggertokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;slidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SlidingWindow&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sliding window compression mechanism.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ContextWindowCompressionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CustomizedAvatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures the customized avatar to be used in the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -136512,109 +194805,83 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mime type of the reference image, e.g., \&quot;image/jpeg\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagemimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The data of the reference image. The dimensions of the reference\n      image should be 9:16 (portrait) with a minimum resolution of 704x1280.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagedata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomizedAvatar&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -136624,12 +194891,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -136637,12 +194905,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -136650,162 +194919,245 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -136815,173 +195167,126 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -136991,47 +195296,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -137040,23 +195341,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -137066,32 +195370,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -137101,45 +195403,52 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -137149,99 +195458,98 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -137249,10 +195557,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -137262,10 +195578,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -137275,100 +195591,150 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -137378,79 +195744,53 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -137459,48 +195799,91 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -137510,249 +195893,297 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockMethod&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The method for blocking content.\n\nIf not specified, the default behavior is to use the probability score. This\nenum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_METHOD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SEVERITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROBABILITY&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockMethod&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The threshold for blocking content.\n\nIf the harm probability exceeds this threshold, the content will be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OFF&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HarmCategory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The harm category to be blocked.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_HATE_SPEECH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_SEXUALLY_EXPLICIT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_CIVIC_INTEGRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_JAILBREAK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_HARASSMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HarmCategory&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HistoryConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for history exchange between client and server.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;initialHistoryInClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, after sending `setup_complete`, the server will wait\n      and at first process `client_content` messages until `turn_complete` is\n      `true`. This initial history will not trigger a model call and\n      may end with model content. After `turn_complete` is `true`, the client\n      can start the realtime conversation via `realtime_input`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialhistoryinclientcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HistoryConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveConnectParameters.config" title="genai.types.LiveConnectParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.LiveConnectConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveConnectParameters.model" title="genai.types.LiveConnectParameters.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectParameters.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfig" title="genai.types.LiveConnectConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectParameters.config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional configuration parameters for the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveConnectParameters.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectParameters.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveConnectParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectParametersDict</span></span><a class="headerlink" href="#genai.types.LiveConnectParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Parameters for connecting to the live API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectParametersDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfigDict" title="genai.types.LiveConnectConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectParametersDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional configuration parameters for the request.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveConnectParametersDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectParametersDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientContent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientContent</span></span><a class="headerlink" href="#genai.types.LiveMusicClientContent" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>User input to start or steer the music.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -137762,255 +196193,286 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicClientContent.weighted_prompts" title="genai.types.LiveMusicClientContent.weighted_prompts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weighted_prompts</span> <span class="pre">(list[genai.types.WeightedPrompt]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientContent.weighted_prompts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPrompt" title="genai.types.WeightedPrompt"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPrompt</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'weightedPrompts')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientContent.weighted_prompts" title="Link to this definition">¶</a></dt>
+<dd><p>Weighted prompts as the model input.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientContentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientContentDict</span></span><a class="headerlink" href="#genai.types.LiveMusicClientContentDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>User input to start or steer the music.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientContentDict.weighted_prompts">
+<span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPromptDict" title="genai.types.WeightedPromptDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPromptDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientContentDict.weighted_prompts" title="Link to this definition">¶</a></dt>
+<dd><p>Weighted prompts as the model input.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientMessage</span></span><a class="headerlink" href="#genai.types.LiveMusicClientMessage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Messages sent by the client in the LiveMusicClientMessage call.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientMessage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Messages sent by the client in the LiveMusicClientMessage call.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;setup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientSetup&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.\n      Clients should wait for a `LiveMusicSetupComplete` message before\n      sending any additional messages.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">      </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to influence music generation.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">      </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">      </span><span class="nt">&quot;playbackControl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicPlaybackControl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Playback control signal for the music generation.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicClientSetup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent by the system when connecting to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model&#39;s resource name. Format: `models/{model}`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientSetup&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -138020,240 +196482,1038 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicPlaybackControl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The playback control signal to apply to the music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PLAYBACK_CONTROL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PLAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PAUSE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RESET_CONTEXT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicPlaybackControl&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.client_content" title="genai.types.LiveMusicClientMessage.client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_content</span> <span class="pre">(genai.types.LiveMusicClientContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.music_generation_config" title="genai.types.LiveMusicClientMessage.music_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_config</span> <span class="pre">(genai.types.LiveMusicGenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.playback_control" title="genai.types.LiveMusicClientMessage.playback_control"><code class="xref py py-obj docutils literal notranslate"><span class="pre">playback_control</span> <span class="pre">(genai.types.LiveMusicPlaybackControl</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.setup" title="genai.types.LiveMusicClientMessage.setup"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup</span> <span class="pre">(genai.types.LiveMusicClientSetup</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.client_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContent" title="genai.types.LiveMusicClientContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientContent')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.client_content" title="Link to this definition">¶</a></dt>
+<dd><p>User input to influence music generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.music_generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig" title="genai.types.LiveMusicGenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationConfig')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.music_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for music generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.playback_control">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">playback_control</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicPlaybackControl" title="genai.types.LiveMusicPlaybackControl"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicPlaybackControl</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'playbackControl')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.playback_control" title="Link to this definition">¶</a></dt>
+<dd><p>Playback control signal for the music generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.setup">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientSetup" title="genai.types.LiveMusicClientSetup"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientSetup</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.setup" title="Link to this definition">¶</a></dt>
+<dd><p>Message to be sent in the first (and only in the first) <cite>LiveMusicClientMessage</cite>.
+Clients should wait for a <cite>LiveMusicSetupComplete</cite> message before
+sending any additional messages.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientMessageDict</span></span><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Messages sent by the client in the LiveMusicClientMessage call.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.client_content">
+<span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContentDict" title="genai.types.LiveMusicClientContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.client_content" title="Link to this definition">¶</a></dt>
+<dd><p>User input to influence music generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.music_generation_config">
+<span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfigDict" title="genai.types.LiveMusicGenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.music_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for music generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.playback_control">
+<span class="sig-name descname"><span class="pre">playback_control</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicPlaybackControl" title="genai.types.LiveMusicPlaybackControl"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicPlaybackControl</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.playback_control" title="Link to this definition">¶</a></dt>
+<dd><p>Playback control signal for the music generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.setup">
+<span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientSetupDict" title="genai.types.LiveMusicClientSetupDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientSetupDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.setup" title="Link to this definition">¶</a></dt>
+<dd><p>Message to be sent in the first (and only in the first) <cite>LiveMusicClientMessage</cite>.
+Clients should wait for a <cite>LiveMusicSetupComplete</cite> message before
+sending any additional messages.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetup">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientSetup</span></span><a class="headerlink" href="#genai.types.LiveMusicClientSetup" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Message to be sent by the system when connecting to the API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientSetup&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent by the system when connecting to the API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model&#39;s resource name. Format: `models/{model}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicClientSetup.model" title="genai.types.LiveMusicClientSetup.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetup.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicClientSetup.model" title="Link to this definition">¶</a></dt>
+<dd><p>The model’s resource name. Format: <cite>models/{model}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetupDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientSetupDict</span></span><a class="headerlink" href="#genai.types.LiveMusicClientSetupDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Message to be sent by the system when connecting to the API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetupDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientSetupDict.model" title="Link to this definition">¶</a></dt>
+<dd><p><cite>models/{model}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The model’s resource name. Format</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicConnectParameters</span></span><a class="headerlink" href="#genai.types.LiveMusicConnectParameters" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Parameters for connecting to the live API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicConnectParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for connecting to the live API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model&#39;s resource name.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicConnectParameters.model" title="genai.types.LiveMusicConnectParameters.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParameters.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicConnectParameters.model" title="Link to this definition">¶</a></dt>
+<dd><p>The model’s resource name.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicConnectParametersDict</span></span><a class="headerlink" href="#genai.types.LiveMusicConnectParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Parameters for connecting to the live API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParametersDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicConnectParametersDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>The model’s resource name.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPrompt">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicFilteredPrompt</span></span><a class="headerlink" href="#genai.types.LiveMusicFilteredPrompt" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A prompt that was filtered with the reason.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicFilteredPrompt&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A prompt that was filtered with the reason.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text prompt that was filtered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">      </span><span class="nt">&quot;filteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason the prompt was filtered.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filteredreason&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicFilteredPrompt.filtered_reason" title="genai.types.LiveMusicFilteredPrompt.filtered_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filtered_reason</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicFilteredPrompt.text" title="genai.types.LiveMusicFilteredPrompt.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPrompt.filtered_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'filteredReason')</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPrompt.filtered_reason" title="Link to this definition">¶</a></dt>
+<dd><p>The reason the prompt was filtered.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPrompt.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPrompt.text" title="Link to this definition">¶</a></dt>
+<dd><p>The text prompt that was filtered.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPromptDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicFilteredPromptDict</span></span><a class="headerlink" href="#genai.types.LiveMusicFilteredPromptDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A prompt that was filtered with the reason.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPromptDict.filtered_reason">
+<span class="sig-name descname"><span class="pre">filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPromptDict.filtered_reason" title="Link to this definition">¶</a></dt>
+<dd><p>The reason the prompt was filtered.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPromptDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPromptDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>The text prompt that was filtered.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicGenerationConfig</span></span><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for music generation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.bpm" title="genai.types.LiveMusicGenerationConfig.bpm"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bpm</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.brightness" title="genai.types.LiveMusicGenerationConfig.brightness"><code class="xref py py-obj docutils literal notranslate"><span class="pre">brightness</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.density" title="genai.types.LiveMusicGenerationConfig.density"><code class="xref py py-obj docutils literal notranslate"><span class="pre">density</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.guidance" title="genai.types.LiveMusicGenerationConfig.guidance"><code class="xref py py-obj docutils literal notranslate"><span class="pre">guidance</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.music_generation_mode" title="genai.types.LiveMusicGenerationConfig.music_generation_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_mode</span> <span class="pre">(genai.types.MusicGenerationMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.mute_bass" title="genai.types.LiveMusicGenerationConfig.mute_bass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mute_bass</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.mute_drums" title="genai.types.LiveMusicGenerationConfig.mute_drums"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mute_drums</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.only_bass_and_drums" title="genai.types.LiveMusicGenerationConfig.only_bass_and_drums"><code class="xref py py-obj docutils literal notranslate"><span class="pre">only_bass_and_drums</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.scale" title="genai.types.LiveMusicGenerationConfig.scale"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scale</span> <span class="pre">(genai.types.Scale</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.seed" title="genai.types.LiveMusicGenerationConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.temperature" title="genai.types.LiveMusicGenerationConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.top_k" title="genai.types.LiveMusicGenerationConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.bpm">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bpm</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.bpm" title="Link to this definition">¶</a></dt>
+<dd><p>Beats per minute. Range is [60, 200].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.brightness">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">brightness</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.brightness" title="Link to this definition">¶</a></dt>
+<dd><p>Brightness of the music. Range is [0.0, 1.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.density">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">density</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.density" title="Link to this definition">¶</a></dt>
+<dd><p>Density of sounds. Range is [0.0, 1.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.guidance">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">guidance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.guidance" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how closely the model follows prompts.
+Higher guidance follows more closely, but will make transitions more
+abrupt. Range is [0.0, 6.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.music_generation_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MusicGenerationMode" title="genai.types.MusicGenerationMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MusicGenerationMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationMode')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.music_generation_mode" title="Link to this definition">¶</a></dt>
+<dd><p>The mode of music generation. Default mode is QUALITY.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.mute_bass">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mute_bass</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'muteBass')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.mute_bass" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the audio output should contain bass.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.mute_drums">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mute_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'muteDrums')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.mute_drums" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the audio output should contain drums.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.only_bass_and_drums">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">only_bass_and_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'onlyBassAndDrums')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.only_bass_and_drums" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the audio output should contain only bass and drums.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.scale">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Scale" title="genai.types.Scale"><code class="xref py py-class docutils literal notranslate"><span class="pre">Scale</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.scale" title="Link to this definition">¶</a></dt>
+<dd><p>Scale of the generated music.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Seeds audio generation. If not set, the request uses a randomly
+generated seed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.temperature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Controls the variance in audio generation. Higher values produce
+higher variance. Range is [0.0, 3.0].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how the model selects tokens for output. Samples the topK
+tokens with the highest probabilities. Range is [1, 1000].</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicGenerationConfigDict</span></span><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for music generation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.bpm">
+<span class="sig-name descname"><span class="pre">bpm</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.bpm" title="Link to this definition">¶</a></dt>
+<dd><p>Beats per minute. Range is [60, 200].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.brightness">
+<span class="sig-name descname"><span class="pre">brightness</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.brightness" title="Link to this definition">¶</a></dt>
+<dd><p>Brightness of the music. Range is [0.0, 1.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.density">
+<span class="sig-name descname"><span class="pre">density</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.density" title="Link to this definition">¶</a></dt>
+<dd><p>Density of sounds. Range is [0.0, 1.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.guidance">
+<span class="sig-name descname"><span class="pre">guidance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.guidance" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how closely the model follows prompts.
+Higher guidance follows more closely, but will make transitions more
+abrupt. Range is [0.0, 6.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.music_generation_mode">
+<span class="sig-name descname"><span class="pre">music_generation_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MusicGenerationMode" title="genai.types.MusicGenerationMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MusicGenerationMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.music_generation_mode" title="Link to this definition">¶</a></dt>
+<dd><p>The mode of music generation. Default mode is QUALITY.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.mute_bass">
+<span class="sig-name descname"><span class="pre">mute_bass</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.mute_bass" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the audio output should contain bass.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.mute_drums">
+<span class="sig-name descname"><span class="pre">mute_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.mute_drums" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the audio output should contain drums.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.only_bass_and_drums">
+<span class="sig-name descname"><span class="pre">only_bass_and_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.only_bass_and_drums" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the audio output should contain only bass and drums.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.scale">
+<span class="sig-name descname"><span class="pre">scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Scale" title="genai.types.Scale"><code class="xref py py-class docutils literal notranslate"><span class="pre">Scale</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.scale" title="Link to this definition">¶</a></dt>
+<dd><p>Scale of the generated music.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Seeds audio generation. If not set, the request uses a randomly
+generated seed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.temperature">
+<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Controls the variance in audio generation. Higher values produce
+higher variance. Range is [0.0, 3.0].</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Controls how the model selects tokens for output. Samples the topK
+tokens with the highest probabilities. Range is [1, 1000].</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicPlaybackControl</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The playback control signal to apply to the music generation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.PAUSE">
+<span class="sig-name descname"><span class="pre">PAUSE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PAUSE'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.PAUSE" title="Link to this definition">¶</a></dt>
+<dd><p>Hold the music generation. Use PLAY to resume from the current position.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.PLAY">
+<span class="sig-name descname"><span class="pre">PLAY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PLAY'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.PLAY" title="Link to this definition">¶</a></dt>
+<dd><p>Start generating the music.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.PLAYBACK_CONTROL_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">PLAYBACK_CONTROL_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PLAYBACK_CONTROL_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.PLAYBACK_CONTROL_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>This value is unused.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.RESET_CONTEXT">
+<span class="sig-name descname"><span class="pre">RESET_CONTEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'RESET_CONTEXT'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.RESET_CONTEXT" title="Link to this definition">¶</a></dt>
+<dd><p>Reset the context of the music generation without stopping it.
+Retains the current prompts and config.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.STOP">
+<span class="sig-name descname"><span class="pre">STOP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STOP'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.STOP" title="Link to this definition">¶</a></dt>
+<dd><p>Stop the music generation and reset the context (prompts retained).
+Use PLAY to restart the music generation.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerContent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerContent</span></span><a class="headerlink" href="#genai.types.LiveMusicServerContent" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Server update generated by the model in response to client messages.</p>
+<p>Content is generated as quickly as possible, and not in real time.
+Clients may choose to buffer and play it out in real time.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerContent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time.\nClients may choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;audioChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioChunk&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio chunks that the model has generated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiochunks&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Representation of an audio chunk.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -138261,82 +197521,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProactivityConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RealtimeInputConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw bytes of audio data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -138347,303 +197534,67 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the audio chunk.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicSourceMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetySetting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A safety setting that affects the safety-blocking behavior.\n\nA SafetySetting consists of a harm category and a threshold for that category.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;category&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmCategory&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The harm category to be blocked.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;method&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockMethod&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The method for blocking content. If not specified, the default behavior is to use the probability score. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;threshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HarmBlockThreshold&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The threshold for blocking content. If the harm probability exceeds this threshold, the content will be blocked.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetySetting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -138653,10 +197604,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -138666,10 +197617,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -138679,36 +197630,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -138718,10 +197643,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -138731,130 +197656,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SessionResumptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration of session resumption mechanism.\n\nIncluded in `LiveConnectConfig.session_resumption`. If included server\nwill send `LiveServerSessionResumptionUpdate` messages.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;handle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Handle&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;transparent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -138864,159 +197694,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transparent&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SessionResumptionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SlidingWindow&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context window will be truncated by keeping only suffix of it.\n\nContext window will always be cut at start of USER role turn. System\ninstructions and `BidiGenerateContentSetup.prefix_turns` will not be\nsubject to the sliding window mechanism, they will always stay at the\nbeginning of context window.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;targetTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be &lt; trigger_tokens. If not set, trigger_tokens/2 is assumed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targettokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SlidingWindow&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -139026,161 +197707,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts for generating this audio chunk.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Music generation config for generating this audio chunk.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -139192,25 +197816,131 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicServerContent.audio_chunks" title="genai.types.LiveMusicServerContent.audio_chunks"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_chunks</span> <span class="pre">(list[genai.types.AudioChunk]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerContent.audio_chunks">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioChunk" title="genai.types.AudioChunk"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioChunk</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioChunks')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerContent.audio_chunks" title="Link to this definition">¶</a></dt>
+<dd><p>The audio chunks that the model has generated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerContentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerContentDict</span></span><a class="headerlink" href="#genai.types.LiveMusicServerContentDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Server update generated by the model in response to client messages.</p>
+<p>Content is generated as quickly as possible, and not in real time.
+Clients may choose to buffer and play it out in real time.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerContentDict.audio_chunks">
+<span class="sig-name descname"><span class="pre">audio_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioChunkDict" title="genai.types.AudioChunkDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioChunkDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerContentDict.audio_chunks" title="Link to this definition">¶</a></dt>
+<dd><p>The audio chunks that the model has generated.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerMessage</span></span><a class="headerlink" href="#genai.types.LiveMusicServerMessage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response message for the LiveMusicClientMessage call.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerMessage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for the LiveMusicClientMessage call.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;setupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicServerSetupComplete&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message sent in response to a `LiveMusicClientSetup` message from the client.\n      Clients should wait for this message before sending any additional messages.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;serverContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicServerContent&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content generated by the model in response to client messages.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;filteredPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicFilteredPrompt&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A prompt that was filtered with the reason.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Representation of an audio chunk.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -139218,10 +197948,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw bytes of audio data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -139231,14 +197961,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the audio chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicSourceMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -139247,31 +197997,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicFilteredPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A prompt that was filtered with the reason.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text prompt that was filtered.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -139281,57 +198031,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason the prompt was filtered.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filteredreason&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicFilteredPrompt&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -139341,155 +198091,214 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicServerContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time.\nClients may choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio chunks that the model has generated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiochunks&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerContent&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicServerSetupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveMusicClientSetup` message from the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerSetupComplete&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts for generating this audio chunk.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Music generation config for generating this audio chunk.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -139499,24 +198308,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -139527,365 +198336,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.avatar_config" title="genai.types.LiveConnectConfig.avatar_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">avatar_config</span> <span class="pre">(genai.types.AvatarConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.context_window_compression" title="genai.types.LiveConnectConfig.context_window_compression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">context_window_compression</span> <span class="pre">(genai.types.ContextWindowCompressionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.enable_affective_dialog" title="genai.types.LiveConnectConfig.enable_affective_dialog"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_affective_dialog</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.explicit_vad_signal" title="genai.types.LiveConnectConfig.explicit_vad_signal"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explicit_vad_signal</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.generation_config" title="genai.types.LiveConnectConfig.generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_config</span> <span class="pre">(genai.types.GenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.history_config" title="genai.types.LiveConnectConfig.history_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">history_config</span> <span class="pre">(genai.types.HistoryConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.http_options" title="genai.types.LiveConnectConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.input_audio_transcription" title="genai.types.LiveConnectConfig.input_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.max_output_tokens" title="genai.types.LiveConnectConfig.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.media_resolution" title="genai.types.LiveConnectConfig.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.MediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.output_audio_transcription" title="genai.types.LiveConnectConfig.output_audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_audio_transcription</span> <span class="pre">(genai.types.AudioTranscriptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.proactivity" title="genai.types.LiveConnectConfig.proactivity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactivity</span> <span class="pre">(genai.types.ProactivityConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.realtime_input_config" title="genai.types.LiveConnectConfig.realtime_input_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">realtime_input_config</span> <span class="pre">(genai.types.RealtimeInputConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.response_modalities" title="genai.types.LiveConnectConfig.response_modalities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_modalities</span> <span class="pre">(list[genai.types.Modality]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.safety_settings" title="genai.types.LiveConnectConfig.safety_settings"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_settings</span> <span class="pre">(list[genai.types.SafetySetting]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.seed" title="genai.types.LiveConnectConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.session_resumption" title="genai.types.LiveConnectConfig.session_resumption"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption</span> <span class="pre">(genai.types.SessionResumptionConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.speech_config" title="genai.types.LiveConnectConfig.speech_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speech_config</span> <span class="pre">(genai.types.SpeechConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.system_instruction" title="genai.types.LiveConnectConfig.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part</span> <span class="pre">|</span> <span class="pre">list[str</span> <span class="pre">|</span> <span class="pre">PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.File</span> <span class="pre">|</span> <span class="pre">genai.types.Part]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.temperature" title="genai.types.LiveConnectConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.thinking_config" title="genai.types.LiveConnectConfig.thinking_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_config</span> <span class="pre">(genai.types.ThinkingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.tools" title="genai.types.LiveConnectConfig.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.top_k" title="genai.types.LiveConnectConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.top_p" title="genai.types.LiveConnectConfig.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConfig.translation_config" title="genai.types.LiveConnectConfig.translation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">translation_config</span> <span class="pre">(genai.types.TranslationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicServerMessage.filtered_prompt" title="genai.types.LiveMusicServerMessage.filtered_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filtered_prompt</span> <span class="pre">(genai.types.LiveMusicFilteredPrompt</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicServerMessage.server_content" title="genai.types.LiveMusicServerMessage.server_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">server_content</span> <span class="pre">(genai.types.LiveMusicServerContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicServerMessage.setup_complete" title="genai.types.LiveMusicServerMessage.setup_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_complete</span> <span class="pre">(genai.types.LiveMusicServerSetupComplete</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.avatar_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfig" title="genai.types.AvatarConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'avatarConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.avatar_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the avatar model behavior.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.context_window_compression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfig" title="genai.types.ContextWindowCompressionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'contextWindowCompression')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.context_window_compression" title="Link to this definition">¶</a></dt>
-<dd><p>Configures context window compression mechanism.</p>
-<p>If included, server will compress context window to fit into given length.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.enable_affective_dialog">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableAffectiveDialog')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.enable_affective_dialog" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, the model will detect emotions and adapt its responses accordingly.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.explicit_vad_signal">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'explicitVadSignal')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.explicit_vad_signal" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the explicit VAD signal. If enabled, the client will send
-vad_signal to indicate the start and end of speech. This allows the server
-to process the audio more efficiently.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfig" title="genai.types.GenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>The generation configuration for the session.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.history_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfig" title="genai.types.HistoryConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'historyConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.history_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the exchange of history between the client and the server.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.input_audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.input_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the input aligns with the input audio language.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.max_output_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum number of tokens that can be generated in the response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.media_resolution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>If specified, the media resolution specified will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.output_audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfig" title="genai.types.AudioTranscriptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputAudioTranscription')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.output_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the output aligns with the language code
-specified for the output audio.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.proactivity">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfig" title="genai.types.ProactivityConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.proactivity" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
-the input and to ignore irrelevant input.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.realtime_input_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">realtime_input_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RealtimeInputConfig" title="genai.types.RealtimeInputConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">RealtimeInputConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'realtimeInputConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.realtime_input_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the realtime input behavior in BidiGenerateContent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.response_modalities">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseModalities')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>The requested modalities of the response. Represents the set of
-modalities that the model can return. Defaults to AUDIO if not specified.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.safety_settings">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySetting" title="genai.types.SafetySetting"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySetting</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetySettings')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.safety_settings" title="Link to this definition">¶</a></dt>
-<dd><p>Safety settings in the request to block unsafe content in the
-response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
-effort to provide the same response for repeated requests. By default, a
-random number is used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.session_resumption">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfig" title="genai.types.SessionResumptionConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionResumption')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.session_resumption" title="Link to this definition">¶</a></dt>
-<dd><p>Configures session resumption mechanism.</p>
-<p>If included the server will send SessionResumptionUpdate messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.speech_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfig" title="genai.types.SpeechConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speechConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>The speech generation configuration.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>The user provided system instructions for the model.
-Note: only text should be used in parts and content in each part will be
-in a separate paragraph.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.temperature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Value that controls the degree of randomness in token selection.
-Lower temperatures are good for prompts that require a less open-ended or
-creative response, while higher temperatures can lead to more diverse or
-creative results.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.thinking_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfig" title="genai.types.ThinkingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.thinking_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for thinking features.
-An error will be returned if this field is set for models that don’t
-support thinking.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.tools">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Annotated</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.tools" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
-<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
-external systems to perform an action, or set of actions, outside of
-knowledge and scope of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
-highest probabilities are sampled. Then tokens are further filtered based
-on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
-a lower number for less random responses and a higher number for more
-random responses.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.top_p">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Tokens are selected from the most to least probable until the sum
-of their probabilities equals this value. Use a lower value for less
-random responses and a higher value for more random responses.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage.filtered_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filtered_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicFilteredPrompt" title="genai.types.LiveMusicFilteredPrompt"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicFilteredPrompt</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'filteredPrompt')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessage.filtered_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>A prompt that was filtered with the reason.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -139896,233 +198358,313 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfig.translation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfig" title="genai.types.TranslationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'translationConfig')</span></em><a class="headerlink" href="#genai.types.LiveConnectConfig.translation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for translation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConfigDict</span></span><a class="headerlink" href="#genai.types.LiveConnectConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Session config for the API connection.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.avatar_config">
-<span class="sig-name descname"><span class="pre">avatar_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AvatarConfigDict" title="genai.types.AvatarConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AvatarConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.avatar_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the avatar model behavior.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.context_window_compression">
-<span class="sig-name descname"><span class="pre">context_window_compression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContextWindowCompressionConfigDict" title="genai.types.ContextWindowCompressionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContextWindowCompressionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.context_window_compression" title="Link to this definition">¶</a></dt>
-<dd><p>Configures context window compression mechanism.</p>
-<p>If included, server will compress context window to fit into given length.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.enable_affective_dialog">
-<span class="sig-name descname"><span class="pre">enable_affective_dialog</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.enable_affective_dialog" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, the model will detect emotions and adapt its responses accordingly.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.explicit_vad_signal">
-<span class="sig-name descname"><span class="pre">explicit_vad_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.explicit_vad_signal" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the explicit VAD signal. If enabled, the client will send
-vad_signal to indicate the start and end of speech. This allows the server
-to process the audio more efficiently.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.generation_config">
-<span class="sig-name descname"><span class="pre">generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GenerationConfigDict" title="genai.types.GenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>The generation configuration for the session.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.history_config">
-<span class="sig-name descname"><span class="pre">history_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HistoryConfigDict" title="genai.types.HistoryConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HistoryConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.history_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the exchange of history between the client and the server.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.input_audio_transcription">
-<span class="sig-name descname"><span class="pre">input_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.input_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the input aligns with the input audio language.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.max_output_tokens">
-<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Maximum number of tokens that can be generated in the response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.media_resolution">
-<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaResolution" title="genai.types.MediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaResolution</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>If specified, the media resolution specified will be used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.output_audio_transcription">
-<span class="sig-name descname"><span class="pre">output_audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioTranscriptionConfigDict" title="genai.types.AudioTranscriptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioTranscriptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.output_audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>The transcription of the output aligns with the language code
-specified for the output audio.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.proactivity">
-<span class="sig-name descname"><span class="pre">proactivity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProactivityConfigDict" title="genai.types.ProactivityConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProactivityConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.proactivity" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the proactivity of the model. This allows the model to respond proactively to
-the input and to ignore irrelevant input.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.realtime_input_config">
-<span class="sig-name descname"><span class="pre">realtime_input_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RealtimeInputConfigDict" title="genai.types.RealtimeInputConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RealtimeInputConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.realtime_input_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configures the realtime input behavior in BidiGenerateContent.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.response_modalities">
-<span class="sig-name descname"><span class="pre">response_modalities</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Modality" title="genai.types.Modality"><code class="xref py py-class docutils literal notranslate"><span class="pre">Modality</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.response_modalities" title="Link to this definition">¶</a></dt>
-<dd><p>The requested modalities of the response. Represents the set of
-modalities that the model can return. Defaults to AUDIO if not specified.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.safety_settings">
-<span class="sig-name descname"><span class="pre">safety_settings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetySettingDict" title="genai.types.SafetySettingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetySettingDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.safety_settings" title="Link to this definition">¶</a></dt>
-<dd><p>Safety settings in the request to block unsafe content in the
-response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>When <code class="docutils literal notranslate"><span class="pre">seed</span></code> is fixed to a specific number, the model makes a best
-effort to provide the same response for repeated requests. By default, a
-random number is used.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.session_resumption">
-<span class="sig-name descname"><span class="pre">session_resumption</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SessionResumptionConfigDict" title="genai.types.SessionResumptionConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SessionResumptionConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.session_resumption" title="Link to this definition">¶</a></dt>
-<dd><p>Configures session resumption mechanism.</p>
-<p>If included the server will send SessionResumptionUpdate messages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.speech_config">
-<span class="sig-name descname"><span class="pre">speech_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeechConfigDict" title="genai.types.SpeechConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeechConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.speech_config" title="Link to this definition">¶</a></dt>
-<dd><p>The speech generation configuration.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage.server_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerContent" title="genai.types.LiveMusicServerContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'serverContent')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessage.server_content" title="Link to this definition">¶</a></dt>
+<dd><p>Content generated by the model in response to client messages.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.PartDict" title="genai.types.PartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartDict</span></code></a><span class="pre">]],</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>The user provided system instructions for the model.
-Note: only text should be used in parts and content in each part will be
-in a separate paragraph.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage.setup_complete">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerSetupComplete" title="genai.types.LiveMusicServerSetupComplete"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerSetupComplete</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'setupComplete')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessage.setup_complete" title="Link to this definition">¶</a></dt>
+<dd><p>Message sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.
+Clients should wait for this message before sending any additional messages.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.temperature">
-<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Value that controls the degree of randomness in token selection.
-Lower temperatures are good for prompts that require a less open-ended or
-creative response, while higher temperatures can lead to more diverse or
-creative results.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerMessageDict</span></span><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response message for the LiveMusicClientMessage call.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.thinking_config">
-<span class="sig-name descname"><span class="pre">thinking_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ThinkingConfigDict" title="genai.types.ThinkingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ThinkingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.thinking_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for thinking features.
-An error will be returned if this field is set for models that don’t
-support thinking.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict.filtered_prompt">
+<span class="sig-name descname"><span class="pre">filtered_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicFilteredPromptDict" title="genai.types.LiveMusicFilteredPromptDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicFilteredPromptDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict.filtered_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>A prompt that was filtered with the reason.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.tools">
-<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]]]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.tools" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <cite>Tools</cite> the model may use to generate the next response.</p>
-<p>A <cite>Tool</cite> is a piece of code that enables the system to interact with
-external systems to perform an action, or set of actions, outside of
-knowledge and scope of the model.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict.server_content">
+<span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerContentDict" title="genai.types.LiveMusicServerContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict.server_content" title="Link to this definition">¶</a></dt>
+<dd><p>Content generated by the model in response to client messages.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>For each token selection step, the <code class="docutils literal notranslate"><span class="pre">top_k</span></code> tokens with the
-highest probabilities are sampled. Then tokens are further filtered based
-on <code class="docutils literal notranslate"><span class="pre">top_p</span></code> with the final token selected using temperature sampling. Use
-a lower number for less random responses and a higher number for more
-random responses.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict.setup_complete">
+<span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerSetupCompleteDict" title="genai.types.LiveMusicServerSetupCompleteDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerSetupCompleteDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict.setup_complete" title="Link to this definition">¶</a></dt>
+<dd><p>Message sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.
+Clients should wait for this message before sending any additional messages.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.top_p">
-<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Tokens are selected from the most to least probable until the sum
-of their probabilities equals this value. Use a lower value for less
-random responses and a higher value for more random responses.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConfigDict.translation_config">
-<span class="sig-name descname"><span class="pre">translation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranslationConfigDict" title="genai.types.TranslationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranslationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConfigDict.translation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Config for translation.</p>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerSetupComplete">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerSetupComplete</span></span><a class="headerlink" href="#genai.types.LiveMusicServerSetupComplete" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerSetupComplete&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveMusicClientSetup` message from the client.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicServerSetupCompleteDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerSetupCompleteDict</span></span><a class="headerlink" href="#genai.types.LiveMusicServerSetupCompleteDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.</p>
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConstraints">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConstraints</span></span><a class="headerlink" href="#genai.types.LiveConnectConstraints" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetConfigParameters</span></span><a class="headerlink" href="#genai.types.LiveMusicSetConfigParameters" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for LiveConnectConstraints for Auth Token creation.</p>
+<p>Parameters for setting config for the live music API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectConstraints&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSetConfigParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for setting config for the live music API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      &lt;https://ai.google.dev/gemini-api/docs/models&gt;`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
+<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -140132,17 +198674,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConstraints.config" title="genai.types.LiveConnectConstraints.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.LiveConnectConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectConstraints.model" title="genai.types.LiveConnectConstraints.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicSetConfigParameters.music_generation_config" title="genai.types.LiveMusicSetConfigParameters.music_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_config</span> <span class="pre">(genai.types.LiveMusicGenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConstraints.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfig" title="genai.types.LiveConnectConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraints.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration specific to Live API connections created using this token.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParameters.music_generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig" title="genai.types.LiveMusicGenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationConfig')</span></em><a class="headerlink" href="#genai.types.LiveMusicSetConfigParameters.music_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for music generation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -140152,12 +198693,106 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetConfigParametersDict</span></span><a class="headerlink" href="#genai.types.LiveMusicSetConfigParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Parameters for setting config for the live music API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParametersDict.music_generation_config">
+<span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfigDict" title="genai.types.LiveMusicGenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicSetConfigParametersDict.music_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for music generation.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetWeightedPromptsParameters</span></span><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParameters" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Parameters for setting weighted prompts for the live music API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSetWeightedPromptsParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for setting weighted prompts for the live music API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of text prompts to weights to use for the generation request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts" title="genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weighted_prompts</span> <span class="pre">(list[genai.types.WeightedPrompt]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConstraints.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraints.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to configure in the ephemeral token for Live API.
-For a list of models, see <cite>Gemini models
-&lt;https://ai.google.dev/gemini-api/docs/models&gt;</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPrompt" title="genai.types.WeightedPrompt"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPrompt</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'weightedPrompts')</span></em><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts" title="Link to this definition">¶</a></dt>
+<dd><p>A map of text prompts to weights to use for the generation request.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -140170,56 +198805,309 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConstraintsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectConstraintsDict</span></span><a class="headerlink" href="#genai.types.LiveConnectConstraintsDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetWeightedPromptsParametersDict</span></span><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParametersDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for LiveConnectConstraints for Auth Token creation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConstraintsDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfigDict" title="genai.types.LiveConnectConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraintsDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration specific to Live API connections created using this token.</p>
-</dd></dl>
-
+<p>Parameters for setting weighted prompts for the live music API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectConstraintsDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectConstraintsDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to configure in the ephemeral token for Live API.
-For a list of models, see <cite>Gemini models
-&lt;https://ai.google.dev/gemini-api/docs/models&gt;</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParametersDict.weighted_prompts">
+<span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPromptDict" title="genai.types.WeightedPromptDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPromptDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParametersDict.weighted_prompts" title="Link to this definition">¶</a></dt>
+<dd><p>A map of text prompts to weights to use for the generation request.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveConnectParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectParameters</span></span><a class="headerlink" href="#genai.types.LiveConnectParameters" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadata">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSourceMetadata</span></span><a class="headerlink" href="#genai.types.LiveMusicSourceMetadata" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for connecting to the live API.</p>
+<p>Prompts and config used for generating this audio chunk.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveConnectParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model to use. For a list of models, see `Google models\n    &lt;https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models&gt;`_.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts for generating this audio chunk.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Music generation config for generating this audio chunk.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -140229,17 +199117,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveConnectParameters.config" title="genai.types.LiveConnectParameters.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.LiveConnectConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveConnectParameters.model" title="genai.types.LiveConnectParameters.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicSourceMetadata.client_content" title="genai.types.LiveMusicSourceMetadata.client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_content</span> <span class="pre">(genai.types.LiveMusicClientContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveMusicSourceMetadata.music_generation_config" title="genai.types.LiveMusicSourceMetadata.music_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_config</span> <span class="pre">(genai.types.LiveMusicGenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectParameters.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfig" title="genai.types.LiveConnectConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectParameters.config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional configuration parameters for the request.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadata.client_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContent" title="genai.types.LiveMusicClientContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientContent')</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadata.client_content" title="Link to this definition">¶</a></dt>
+<dd><p>Weighted prompts for generating this audio chunk.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -140250,9 +199138,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveConnectParameters.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveConnectParameters.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadata.music_generation_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig" title="genai.types.LiveMusicGenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationConfig')</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadata.music_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Music generation config for generating this audio chunk.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -140265,64 +199153,151 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveConnectParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveConnectParametersDict</span></span><a class="headerlink" href="#genai.types.LiveConnectParametersDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadataDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSourceMetadataDict</span></span><a class="headerlink" href="#genai.types.LiveMusicSourceMetadataDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for connecting to the live API.</p>
+<p>Prompts and config used for generating this audio chunk.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectParametersDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveConnectConfigDict" title="genai.types.LiveConnectConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveConnectConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectParametersDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional configuration parameters for the request.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadataDict.client_content">
+<span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContentDict" title="genai.types.LiveMusicClientContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadataDict.client_content" title="Link to this definition">¶</a></dt>
+<dd><p>Weighted prompts for generating this audio chunk.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveConnectParametersDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveConnectParametersDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the model to use. For a list of models, see <a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models">Google models</a>.</p>
+<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadataDict.music_generation_config">
+<span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfigDict" title="genai.types.LiveMusicGenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadataDict.music_generation_config" title="Link to this definition">¶</a></dt>
+<dd><p>Music generation config for generating this audio chunk.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientContent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientContent</span></span><a class="headerlink" href="#genai.types.LiveMusicClientContent" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveSendRealtimeInputParameters</span></span><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>User input to start or steer the music.</p>
+<p>Parameters for sending realtime input to the live API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveSendRealtimeInputParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for sending realtime input to the live API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;media&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Realtime input to send to the session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime audio input stream.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;audioStreamEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiostreamend&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime video input stream.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime text input stream.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;activityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityStart&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;activityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityEnd&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityEnd&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ActivityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityStart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -140330,24 +199305,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -140358,16 +199346,104 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicClientContent.weighted_prompts" title="genai.types.LiveMusicClientContent.weighted_prompts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weighted_prompts</span> <span class="pre">(list[genai.types.WeightedPrompt]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.activity_end" title="genai.types.LiveSendRealtimeInputParameters.activity_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_end</span> <span class="pre">(genai.types.ActivityEnd</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.activity_start" title="genai.types.LiveSendRealtimeInputParameters.activity_start"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_start</span> <span class="pre">(genai.types.ActivityStart</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.audio" title="genai.types.LiveSendRealtimeInputParameters.audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.audio_stream_end" title="genai.types.LiveSendRealtimeInputParameters.audio_stream_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_stream_end</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.media" title="genai.types.LiveSendRealtimeInputParameters.media"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media</span> <span class="pre">(PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.text" title="genai.types.LiveSendRealtimeInputParameters.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.video" title="genai.types.LiveSendRealtimeInputParameters.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientContent.weighted_prompts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPrompt" title="genai.types.WeightedPrompt"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPrompt</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'weightedPrompts')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientContent.weighted_prompts" title="Link to this definition">¶</a></dt>
-<dd><p>Weighted prompts as the model input.</p>
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.activity_end">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEnd" title="genai.types.ActivityEnd"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEnd</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityEnd')</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.activity_end" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the end of user activity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.activity_start">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStart" title="genai.types.ActivityStart"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStart</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityStart')</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.activity_start" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the start of user activity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.audio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.audio" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime audio input stream.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.audio_stream_end">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioStreamEnd')</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.audio_stream_end" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
+turned off.</p>
+<p>This should only be sent when automatic activity detection is enabled
+(which is the default).</p>
+<p>The client can reopen the stream by sending an audio message.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.media">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.media" title="Link to this definition">¶</a></dt>
+<dd><p>Realtime input to send to the session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.text" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime text input stream.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.video">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.video" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime video input stream.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -140379,93 +199455,329 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientContentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientContentDict</span></span><a class="headerlink" href="#genai.types.LiveMusicClientContentDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>User input to start or steer the music.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveSendRealtimeInputParametersDict</span></span><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Parameters for sending realtime input to the live API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.activity_end">
+<span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEndDict" title="genai.types.ActivityEndDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEndDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.activity_end" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the end of user activity.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.activity_start">
+<span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStartDict" title="genai.types.ActivityStartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStartDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.activity_start" title="Link to this definition">¶</a></dt>
+<dd><p>Marks the start of user activity.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.audio">
+<span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.audio" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime audio input stream.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.audio_stream_end">
+<span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.audio_stream_end" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
+turned off.</p>
+<p>This should only be sent when automatic activity detection is enabled
+(which is the default).</p>
+<p>The client can reopen the stream by sending an audio message.</p>
+</dd></dl>
+
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientContentDict.weighted_prompts">
-<span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPromptDict" title="genai.types.WeightedPromptDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPromptDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientContentDict.weighted_prompts" title="Link to this definition">¶</a></dt>
-<dd><p>Weighted prompts as the model input.</p>
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.media">
+<span class="sig-name descname"><span class="pre">media</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.media" title="Link to this definition">¶</a></dt>
+<dd><p>Realtime input to send to the session.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime text input stream.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.video">
+<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.video" title="Link to this definition">¶</a></dt>
+<dd><p>The realtime video input stream.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientMessage</span></span><a class="headerlink" href="#genai.types.LiveMusicClientMessage" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerContent</span></span><a class="headerlink" href="#genai.types.LiveServerContent" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Messages sent by the client in the LiveMusicClientMessage call.</p>
+<p>Incremental server update generated by the model in response to client messages.</p>
+<p>Content is generated as quickly as possible, and not in real time. Clients
+may choose to buffer and play it out in real time.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientMessage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Messages sent by the client in the LiveMusicClientMessage call.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerContent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time. Clients\nmay choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;setup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelTurn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientSetup&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.\n      Clients should wait for a `LiveMusicSetupComplete` message before\n      sending any additional messages.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content that the model has generated as part of the current conversation with the user.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to influence music generation.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;interrupted&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interrupted&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;playbackControl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicPlaybackControl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Playback control signal for the music generation.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;generationComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted &gt; turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generationcomplete&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.\n      &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to url context retrieval tool.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reason for the turn is complete.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;waitingForInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is not generating content because\n      it is waiting for more input from the user, e.g. because it expects the\n      user to continue talking.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Waitingforinput&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;interimInputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Low latency transcription updated while the user is speaking.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;interactionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InteractionStatus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The current activity status of the live session. Always sent alongside `turn_complete`.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -140474,18 +199786,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicClientSetup&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent by the system when connecting to the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -140495,96 +199820,463 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model&#39;s resource name. Format: `models/{model}`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientSetup&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -140594,124 +200286,398 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicPlaybackControl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The playback control signal to apply to the music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PLAYBACK_CONTROL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PLAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PAUSE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STOP&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RESET_CONTEXT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicPlaybackControl&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -140721,936 +200687,33 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.client_content" title="genai.types.LiveMusicClientMessage.client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_content</span> <span class="pre">(genai.types.LiveMusicClientContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.music_generation_config" title="genai.types.LiveMusicClientMessage.music_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_config</span> <span class="pre">(genai.types.LiveMusicGenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.playback_control" title="genai.types.LiveMusicClientMessage.playback_control"><code class="xref py py-obj docutils literal notranslate"><span class="pre">playback_control</span> <span class="pre">(genai.types.LiveMusicPlaybackControl</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicClientMessage.setup" title="genai.types.LiveMusicClientMessage.setup"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup</span> <span class="pre">(genai.types.LiveMusicClientSetup</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.client_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContent" title="genai.types.LiveMusicClientContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientContent')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.client_content" title="Link to this definition">¶</a></dt>
-<dd><p>User input to influence music generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.music_generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig" title="genai.types.LiveMusicGenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationConfig')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.music_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for music generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.playback_control">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">playback_control</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicPlaybackControl" title="genai.types.LiveMusicPlaybackControl"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicPlaybackControl</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'playbackControl')</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.playback_control" title="Link to this definition">¶</a></dt>
-<dd><p>Playback control signal for the music generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessage.setup">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientSetup" title="genai.types.LiveMusicClientSetup"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientSetup</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessage.setup" title="Link to this definition">¶</a></dt>
-<dd><p>Message to be sent in the first (and only in the first) <cite>LiveMusicClientMessage</cite>.
-Clients should wait for a <cite>LiveMusicSetupComplete</cite> message before
-sending any additional messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientMessageDict</span></span><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Messages sent by the client in the LiveMusicClientMessage call.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.client_content">
-<span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContentDict" title="genai.types.LiveMusicClientContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.client_content" title="Link to this definition">¶</a></dt>
-<dd><p>User input to influence music generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.music_generation_config">
-<span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfigDict" title="genai.types.LiveMusicGenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.music_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for music generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.playback_control">
-<span class="sig-name descname"><span class="pre">playback_control</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicPlaybackControl" title="genai.types.LiveMusicPlaybackControl"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicPlaybackControl</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.playback_control" title="Link to this definition">¶</a></dt>
-<dd><p>Playback control signal for the music generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientMessageDict.setup">
-<span class="sig-name descname"><span class="pre">setup</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientSetupDict" title="genai.types.LiveMusicClientSetupDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientSetupDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientMessageDict.setup" title="Link to this definition">¶</a></dt>
-<dd><p>Message to be sent in the first (and only in the first) <cite>LiveMusicClientMessage</cite>.
-Clients should wait for a <cite>LiveMusicSetupComplete</cite> message before
-sending any additional messages.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetup">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientSetup</span></span><a class="headerlink" href="#genai.types.LiveMusicClientSetup" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Message to be sent by the system when connecting to the API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientSetup&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message to be sent by the system when connecting to the API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model&#39;s resource name. Format: `models/{model}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicClientSetup.model" title="genai.types.LiveMusicClientSetup.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetup.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicClientSetup.model" title="Link to this definition">¶</a></dt>
-<dd><p>The model’s resource name. Format: <cite>models/{model}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetupDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicClientSetupDict</span></span><a class="headerlink" href="#genai.types.LiveMusicClientSetupDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Message to be sent by the system when connecting to the API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicClientSetupDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicClientSetupDict.model" title="Link to this definition">¶</a></dt>
-<dd><p><cite>models/{model}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The model’s resource name. Format</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicConnectParameters</span></span><a class="headerlink" href="#genai.types.LiveMusicConnectParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for connecting to the live API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicConnectParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for connecting to the live API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model&#39;s resource name.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicConnectParameters.model" title="genai.types.LiveMusicConnectParameters.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParameters.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicConnectParameters.model" title="Link to this definition">¶</a></dt>
-<dd><p>The model’s resource name.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicConnectParametersDict</span></span><a class="headerlink" href="#genai.types.LiveMusicConnectParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for connecting to the live API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicConnectParametersDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicConnectParametersDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>The model’s resource name.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPrompt">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicFilteredPrompt</span></span><a class="headerlink" href="#genai.types.LiveMusicFilteredPrompt" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A prompt that was filtered with the reason.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicFilteredPrompt&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A prompt that was filtered with the reason.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text prompt that was filtered.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;filteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason the prompt was filtered.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filteredreason&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicFilteredPrompt.filtered_reason" title="genai.types.LiveMusicFilteredPrompt.filtered_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filtered_reason</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicFilteredPrompt.text" title="genai.types.LiveMusicFilteredPrompt.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPrompt.filtered_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'filteredReason')</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPrompt.filtered_reason" title="Link to this definition">¶</a></dt>
-<dd><p>The reason the prompt was filtered.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPrompt.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPrompt.text" title="Link to this definition">¶</a></dt>
-<dd><p>The text prompt that was filtered.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPromptDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicFilteredPromptDict</span></span><a class="headerlink" href="#genai.types.LiveMusicFilteredPromptDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A prompt that was filtered with the reason.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPromptDict.filtered_reason">
-<span class="sig-name descname"><span class="pre">filtered_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPromptDict.filtered_reason" title="Link to this definition">¶</a></dt>
-<dd><p>The reason the prompt was filtered.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicFilteredPromptDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicFilteredPromptDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>The text prompt that was filtered.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicGenerationConfig</span></span><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for music generation.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.bpm" title="genai.types.LiveMusicGenerationConfig.bpm"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bpm</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.brightness" title="genai.types.LiveMusicGenerationConfig.brightness"><code class="xref py py-obj docutils literal notranslate"><span class="pre">brightness</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.density" title="genai.types.LiveMusicGenerationConfig.density"><code class="xref py py-obj docutils literal notranslate"><span class="pre">density</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.guidance" title="genai.types.LiveMusicGenerationConfig.guidance"><code class="xref py py-obj docutils literal notranslate"><span class="pre">guidance</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.music_generation_mode" title="genai.types.LiveMusicGenerationConfig.music_generation_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_mode</span> <span class="pre">(genai.types.MusicGenerationMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.mute_bass" title="genai.types.LiveMusicGenerationConfig.mute_bass"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mute_bass</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.mute_drums" title="genai.types.LiveMusicGenerationConfig.mute_drums"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mute_drums</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.only_bass_and_drums" title="genai.types.LiveMusicGenerationConfig.only_bass_and_drums"><code class="xref py py-obj docutils literal notranslate"><span class="pre">only_bass_and_drums</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.scale" title="genai.types.LiveMusicGenerationConfig.scale"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scale</span> <span class="pre">(genai.types.Scale</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.seed" title="genai.types.LiveMusicGenerationConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.temperature" title="genai.types.LiveMusicGenerationConfig.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig.top_k" title="genai.types.LiveMusicGenerationConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.bpm">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bpm</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.bpm" title="Link to this definition">¶</a></dt>
-<dd><p>Beats per minute. Range is [60, 200].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.brightness">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">brightness</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.brightness" title="Link to this definition">¶</a></dt>
-<dd><p>Brightness of the music. Range is [0.0, 1.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.density">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">density</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.density" title="Link to this definition">¶</a></dt>
-<dd><p>Density of sounds. Range is [0.0, 1.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.guidance">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">guidance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.guidance" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how closely the model follows prompts.
-Higher guidance follows more closely, but will make transitions more
-abrupt. Range is [0.0, 6.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.music_generation_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MusicGenerationMode" title="genai.types.MusicGenerationMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MusicGenerationMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationMode')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.music_generation_mode" title="Link to this definition">¶</a></dt>
-<dd><p>The mode of music generation. Default mode is QUALITY.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.mute_bass">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mute_bass</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'muteBass')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.mute_bass" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the audio output should contain bass.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.mute_drums">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mute_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'muteDrums')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.mute_drums" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the audio output should contain drums.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.only_bass_and_drums">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">only_bass_and_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'onlyBassAndDrums')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.only_bass_and_drums" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the audio output should contain only bass and drums.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.scale">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Scale" title="genai.types.Scale"><code class="xref py py-class docutils literal notranslate"><span class="pre">Scale</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.scale" title="Link to this definition">¶</a></dt>
-<dd><p>Scale of the generated music.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Seeds audio generation. If not set, the request uses a randomly
-generated seed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.temperature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Controls the variance in audio generation. Higher values produce
-higher variance. Range is [0.0, 3.0].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfig.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfig.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how the model selects tokens for output. Samples the topK
-tokens with the highest probabilities. Range is [1, 1000].</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicGenerationConfigDict</span></span><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for music generation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.bpm">
-<span class="sig-name descname"><span class="pre">bpm</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.bpm" title="Link to this definition">¶</a></dt>
-<dd><p>Beats per minute. Range is [60, 200].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.brightness">
-<span class="sig-name descname"><span class="pre">brightness</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.brightness" title="Link to this definition">¶</a></dt>
-<dd><p>Brightness of the music. Range is [0.0, 1.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.density">
-<span class="sig-name descname"><span class="pre">density</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.density" title="Link to this definition">¶</a></dt>
-<dd><p>Density of sounds. Range is [0.0, 1.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.guidance">
-<span class="sig-name descname"><span class="pre">guidance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.guidance" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how closely the model follows prompts.
-Higher guidance follows more closely, but will make transitions more
-abrupt. Range is [0.0, 6.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.music_generation_mode">
-<span class="sig-name descname"><span class="pre">music_generation_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MusicGenerationMode" title="genai.types.MusicGenerationMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MusicGenerationMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.music_generation_mode" title="Link to this definition">¶</a></dt>
-<dd><p>The mode of music generation. Default mode is QUALITY.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.mute_bass">
-<span class="sig-name descname"><span class="pre">mute_bass</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.mute_bass" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the audio output should contain bass.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.mute_drums">
-<span class="sig-name descname"><span class="pre">mute_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.mute_drums" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the audio output should contain drums.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.only_bass_and_drums">
-<span class="sig-name descname"><span class="pre">only_bass_and_drums</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.only_bass_and_drums" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the audio output should contain only bass and drums.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.scale">
-<span class="sig-name descname"><span class="pre">scale</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Scale" title="genai.types.Scale"><code class="xref py py-class docutils literal notranslate"><span class="pre">Scale</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.scale" title="Link to this definition">¶</a></dt>
-<dd><p>Scale of the generated music.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Seeds audio generation. If not set, the request uses a randomly
-generated seed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.temperature">
-<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Controls the variance in audio generation. Higher values produce
-higher variance. Range is [0.0, 3.0].</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicGenerationConfigDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicGenerationConfigDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Controls how the model selects tokens for output. Samples the topK
-tokens with the highest probabilities. Range is [1, 1000].</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicPlaybackControl</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The playback control signal to apply to the music generation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.PAUSE">
-<span class="sig-name descname"><span class="pre">PAUSE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PAUSE'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.PAUSE" title="Link to this definition">¶</a></dt>
-<dd><p>Hold the music generation. Use PLAY to resume from the current position.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.PLAY">
-<span class="sig-name descname"><span class="pre">PLAY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PLAY'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.PLAY" title="Link to this definition">¶</a></dt>
-<dd><p>Start generating the music.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.PLAYBACK_CONTROL_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">PLAYBACK_CONTROL_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PLAYBACK_CONTROL_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.PLAYBACK_CONTROL_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>This value is unused.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.RESET_CONTEXT">
-<span class="sig-name descname"><span class="pre">RESET_CONTEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'RESET_CONTEXT'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.RESET_CONTEXT" title="Link to this definition">¶</a></dt>
-<dd><p>Reset the context of the music generation without stopping it.
-Retains the current prompts and config.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicPlaybackControl.STOP">
-<span class="sig-name descname"><span class="pre">STOP</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STOP'</span></em><a class="headerlink" href="#genai.types.LiveMusicPlaybackControl.STOP" title="Link to this definition">¶</a></dt>
-<dd><p>Stop the music generation and reset the context (prompts retained).
-Use PLAY to restart the music generation.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerContent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerContent</span></span><a class="headerlink" href="#genai.types.LiveMusicServerContent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Server update generated by the model in response to client messages.</p>
-<p>Content is generated as quickly as possible, and not in real time.
-Clients may choose to buffer and play it out in real time.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerContent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time.\nClients may choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;audioChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioChunk&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio chunks that the model has generated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiochunks&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AudioChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Representation of an audio chunk.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -141658,10 +200721,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw bytes of audio data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -141671,34 +200746,103 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the audio chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicSourceMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -141707,734 +200851,698 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts for generating this audio chunk.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Music generation config for generating this audio chunk.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicServerContent.audio_chunks" title="genai.types.LiveMusicServerContent.audio_chunks"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_chunks</span> <span class="pre">(list[genai.types.AudioChunk]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerContent.audio_chunks">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioChunk" title="genai.types.AudioChunk"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioChunk</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioChunks')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerContent.audio_chunks" title="Link to this definition">¶</a></dt>
-<dd><p>The audio chunks that the model has generated.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerContentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerContentDict</span></span><a class="headerlink" href="#genai.types.LiveMusicServerContentDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Server update generated by the model in response to client messages.</p>
-<p>Content is generated as quickly as possible, and not in real time.
-Clients may choose to buffer and play it out in real time.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerContentDict.audio_chunks">
-<span class="sig-name descname"><span class="pre">audio_chunks</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AudioChunkDict" title="genai.types.AudioChunkDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AudioChunkDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerContentDict.audio_chunks" title="Link to this definition">¶</a></dt>
-<dd><p>The audio chunks that the model has generated.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerMessage</span></span><a class="headerlink" href="#genai.types.LiveMusicServerMessage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response message for the LiveMusicClientMessage call.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerMessage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for the LiveMusicClientMessage call.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;setupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicServerSetupComplete&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;InteractionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different activity states of the live session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;INTERACTION_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IN_PROGRESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REQUIRES_ACTION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDLE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message sent in response to a `LiveMusicClientSetup` message from the client.\n      Clients should wait for this message before sending any additional messages.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InteractionStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;serverContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicServerContent&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content generated by the model in response to client messages.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;filteredPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicFilteredPrompt&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A prompt that was filtered with the reason.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AudioChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Representation of an audio chunk.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw bytes of audio data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the audio chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicSourceMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioChunk&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicFilteredPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A prompt that was filtered with the reason.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text prompt that was filtered.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason the prompt was filtered.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filteredreason&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicFilteredPrompt&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicServerContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time.\nClients may choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audioChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio chunks that the model has generated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiochunks&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerContent&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicServerSetupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveMusicClientSetup` message from the client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerSetupComplete&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts for generating this audio chunk.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Music generation config for generating this audio chunk.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -142445,189 +201553,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicServerMessage.filtered_prompt" title="genai.types.LiveMusicServerMessage.filtered_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filtered_prompt</span> <span class="pre">(genai.types.LiveMusicFilteredPrompt</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicServerMessage.server_content" title="genai.types.LiveMusicServerMessage.server_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">server_content</span> <span class="pre">(genai.types.LiveMusicServerContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicServerMessage.setup_complete" title="genai.types.LiveMusicServerMessage.setup_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_complete</span> <span class="pre">(genai.types.LiveMusicServerSetupComplete</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage.filtered_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filtered_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicFilteredPrompt" title="genai.types.LiveMusicFilteredPrompt"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicFilteredPrompt</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'filteredPrompt')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessage.filtered_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>A prompt that was filtered with the reason.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage.server_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerContent" title="genai.types.LiveMusicServerContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'serverContent')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessage.server_content" title="Link to this definition">¶</a></dt>
-<dd><p>Content generated by the model in response to client messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessage.setup_complete">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerSetupComplete" title="genai.types.LiveMusicServerSetupComplete"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerSetupComplete</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'setupComplete')</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessage.setup_complete" title="Link to this definition">¶</a></dt>
-<dd><p>Message sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.
-Clients should wait for this message before sending any additional messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerMessageDict</span></span><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response message for the LiveMusicClientMessage call.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict.filtered_prompt">
-<span class="sig-name descname"><span class="pre">filtered_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicFilteredPromptDict" title="genai.types.LiveMusicFilteredPromptDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicFilteredPromptDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict.filtered_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>A prompt that was filtered with the reason.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict.server_content">
-<span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerContentDict" title="genai.types.LiveMusicServerContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict.server_content" title="Link to this definition">¶</a></dt>
-<dd><p>Content generated by the model in response to client messages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerMessageDict.setup_complete">
-<span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicServerSetupCompleteDict" title="genai.types.LiveMusicServerSetupCompleteDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicServerSetupCompleteDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicServerMessageDict.setup_complete" title="Link to this definition">¶</a></dt>
-<dd><p>Message sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.
-Clients should wait for this message before sending any additional messages.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerSetupComplete">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerSetupComplete</span></span><a class="headerlink" href="#genai.types.LiveMusicServerSetupComplete" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicServerSetupComplete&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveMusicClientSetup` message from the client.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicServerSetupCompleteDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicServerSetupCompleteDict</span></span><a class="headerlink" href="#genai.types.LiveMusicServerSetupCompleteDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Sent in response to a <cite>LiveMusicClientSetup</cite> message from the client.</p>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetConfigParameters</span></span><a class="headerlink" href="#genai.types.LiveMusicSetConfigParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for setting config for the live music API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSetConfigParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for setting config for the live music API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -142637,252 +201613,181 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicSetConfigParameters.music_generation_config" title="genai.types.LiveMusicSetConfigParameters.music_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_config</span> <span class="pre">(genai.types.LiveMusicGenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParameters.music_generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig" title="genai.types.LiveMusicGenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationConfig')</span></em><a class="headerlink" href="#genai.types.LiveMusicSetConfigParameters.music_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for music generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetConfigParametersDict</span></span><a class="headerlink" href="#genai.types.LiveMusicSetConfigParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for setting config for the live music API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetConfigParametersDict.music_generation_config">
-<span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfigDict" title="genai.types.LiveMusicGenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicSetConfigParametersDict.music_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for music generation.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetWeightedPromptsParameters</span></span><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for setting weighted prompts for the live music API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSetWeightedPromptsParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for setting weighted prompts for the live music API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A map of text prompts to weights to use for the generation request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -142892,331 +201797,298 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts" title="genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">weighted_prompts</span> <span class="pre">(list[genai.types.WeightedPrompt]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPrompt" title="genai.types.WeightedPrompt"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPrompt</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'weightedPrompts')</span></em><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts" title="Link to this definition">¶</a></dt>
-<dd><p>A map of text prompts to weights to use for the generation request.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSetWeightedPromptsParametersDict</span></span><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for setting weighted prompts for the live music API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSetWeightedPromptsParametersDict.weighted_prompts">
-<span class="sig-name descname"><span class="pre">weighted_prompts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WeightedPromptDict" title="genai.types.WeightedPromptDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WeightedPromptDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveMusicSetWeightedPromptsParametersDict.weighted_prompts" title="Link to this definition">¶</a></dt>
-<dd><p>A map of text prompts to weights to use for the generation request.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadata">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSourceMetadata</span></span><a class="headerlink" href="#genai.types.LiveMusicSourceMetadata" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Prompts and config used for generating this audio chunk.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicSourceMetadata&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts and config used for generating this audio chunk.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;clientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicClientContent&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts for generating this audio chunk.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;musicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveMusicGenerationConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Music generation config for generating this audio chunk.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicClientContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User input to start or steer the music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedPrompts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WeightedPrompt&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weighted prompts as the model input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedprompts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicClientContent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for music generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seeds audio generation. If not set, the request uses a randomly\n      generated seed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;guidance&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Guidance&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;bpm&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beats per minute. Range is [60, 200].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bpm&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;density&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density of sounds. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Density&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;brightness&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness of the music. Range is [0.0, 1.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Brightness&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Scale&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteBass&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain bass.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutebass&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;muteDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mutedrums&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;onlyBassAndDrums&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the audio output should contain only bass and drums.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Onlybassanddrums&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;musicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MusicGenerationMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation. Default mode is QUALITY.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveMusicGenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MusicGenerationMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MUSIC_GENERATION_MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DIVERSITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VOCALIZATION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MusicGenerationMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale of the generated music.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCALE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;C_MAJOR_A_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_FLAT_MAJOR_B_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;D_MAJOR_B_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_FLAT_MAJOR_C_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;E_MAJOR_D_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;F_MAJOR_D_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_FLAT_MAJOR_E_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;G_MAJOR_E_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_FLAT_MAJOR_F_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;A_MAJOR_G_FLAT_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_FLAT_MAJOR_G_MINOR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;B_MAJOR_A_FLAT_MINOR&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scale&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WeightedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maps a prompt to a relative weight to steer music generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -143226,24 +202098,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WeightedPrompt&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -143254,17 +202126,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveMusicSourceMetadata.client_content" title="genai.types.LiveMusicSourceMetadata.client_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">client_content</span> <span class="pre">(genai.types.LiveMusicClientContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveMusicSourceMetadata.music_generation_config" title="genai.types.LiveMusicSourceMetadata.music_generation_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">music_generation_config</span> <span class="pre">(genai.types.LiveMusicGenerationConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.generation_complete" title="genai.types.LiveServerContent.generation_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_complete</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.grounding_metadata" title="genai.types.LiveServerContent.grounding_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_metadata</span> <span class="pre">(genai.types.GroundingMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.input_transcription" title="genai.types.LiveServerContent.input_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.interaction_status" title="genai.types.LiveServerContent.interaction_status"><code class="xref py py-obj docutils literal notranslate"><span class="pre">interaction_status</span> <span class="pre">(genai.types.InteractionStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.interim_input_transcription" title="genai.types.LiveServerContent.interim_input_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">interim_input_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.interrupted" title="genai.types.LiveServerContent.interrupted"><code class="xref py py-obj docutils literal notranslate"><span class="pre">interrupted</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.model_turn" title="genai.types.LiveServerContent.model_turn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_turn</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.output_transcription" title="genai.types.LiveServerContent.output_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.turn_complete" title="genai.types.LiveServerContent.turn_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_complete</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.turn_complete_reason" title="genai.types.LiveServerContent.turn_complete_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_complete_reason</span> <span class="pre">(genai.types.TurnCompleteReason</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.url_context_metadata" title="genai.types.LiveServerContent.url_context_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">url_context_metadata</span> <span class="pre">(genai.types.UrlContextMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerContent.waiting_for_input" title="genai.types.LiveServerContent.waiting_for_input"><code class="xref py py-obj docutils literal notranslate"><span class="pre">waiting_for_input</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadata.client_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContent" title="genai.types.LiveMusicClientContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'clientContent')</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadata.client_content" title="Link to this definition">¶</a></dt>
-<dd><p>Weighted prompts for generating this audio chunk.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.generation_complete">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationComplete')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.generation_complete" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the model is done generating. When model is
+interrupted while generating there will be no generation_complete message
+in interrupted turn, it will go through interrupted &gt; turn_complete.
+When model assumes realtime playback there will be delay between
+generation_complete and turn_complete that is caused by model
+waiting for playback to finish. If true, indicates that the model
+has finished generating all content. This is a signal to the client
+that it can stop sending messages.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143275,9 +202164,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadata.music_generation_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfig" title="genai.types.LiveMusicGenerationConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'musicGenerationConfig')</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadata.music_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Music generation config for generating this audio chunk.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.grounding_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadata" title="genai.types.GroundingMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingMetadata')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.grounding_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata returned to client when grounding is enabled.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143287,218 +202176,64 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.input_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputTranscription')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.input_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Input transcription. The transcription is independent to the model
+turn which means it doesn’t imply any ordering between transcription and
+model turn.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadataDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveMusicSourceMetadataDict</span></span><a class="headerlink" href="#genai.types.LiveMusicSourceMetadataDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Prompts and config used for generating this audio chunk.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadataDict.client_content">
-<span class="sig-name descname"><span class="pre">client_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicClientContentDict" title="genai.types.LiveMusicClientContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicClientContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadataDict.client_content" title="Link to this definition">¶</a></dt>
-<dd><p>Weighted prompts for generating this audio chunk.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveMusicSourceMetadataDict.music_generation_config">
-<span class="sig-name descname"><span class="pre">music_generation_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveMusicGenerationConfigDict" title="genai.types.LiveMusicGenerationConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveMusicGenerationConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveMusicSourceMetadataDict.music_generation_config" title="Link to this definition">¶</a></dt>
-<dd><p>Music generation config for generating this audio chunk.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.interaction_status">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interaction_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InteractionStatus" title="genai.types.InteractionStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">InteractionStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'interactionStatus')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.interaction_status" title="Link to this definition">¶</a></dt>
+<dd><p>The current activity status of the live session. Always sent alongside <cite>turn_complete</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.interim_input_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interim_input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'interimInputTranscription')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.interim_input_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Low latency transcription updated while the user is speaking.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveSendRealtimeInputParameters</span></span><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Parameters for sending realtime input to the live API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveSendRealtimeInputParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for sending realtime input to the live API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;media&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Realtime input to send to the session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime audio input stream.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioStreamEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;\nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiostreamend&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime video input stream.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The realtime text input stream.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;activityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityStart&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;activityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityEnd&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ActivityEnd&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityEnd&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ActivityStart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the start of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityStart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.interrupted">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interrupted</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerContent.interrupted" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.activity_end" title="genai.types.LiveSendRealtimeInputParameters.activity_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_end</span> <span class="pre">(genai.types.ActivityEnd</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.activity_start" title="genai.types.LiveSendRealtimeInputParameters.activity_start"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_start</span> <span class="pre">(genai.types.ActivityStart</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.audio" title="genai.types.LiveSendRealtimeInputParameters.audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.audio_stream_end" title="genai.types.LiveSendRealtimeInputParameters.audio_stream_end"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_stream_end</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.media" title="genai.types.LiveSendRealtimeInputParameters.media"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media</span> <span class="pre">(PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.text" title="genai.types.LiveSendRealtimeInputParameters.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveSendRealtimeInputParameters.video" title="genai.types.LiveSendRealtimeInputParameters.video"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video</span> <span class="pre">(PIL.Image.Image</span> <span class="pre">|</span> <span class="pre">genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.activity_end">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEnd" title="genai.types.ActivityEnd"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEnd</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityEnd')</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.activity_end" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the end of user activity.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.model_turn">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_turn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelTurn')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.model_turn" title="Link to this definition">¶</a></dt>
+<dd><p>The content that the model has generated as part of the current conversation with the user.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143509,9 +202244,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.activity_start">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStart" title="genai.types.ActivityStart"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStart</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityStart')</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.activity_start" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the start of user activity.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.output_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputTranscription')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.output_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Output transcription. The transcription is independent to the model
+turn which means it doesn’t imply any ordering between transcription and
+model turn.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143522,9 +202259,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.audio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.audio" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime audio input stream.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.turn_complete">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnComplete')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.turn_complete" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside <cite>content</cite>, indicating that the <cite>content</cite> is the last in the turn.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143535,13 +202272,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.audio_stream_end">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioStreamEnd')</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.audio_stream_end" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
-turned off.</p>
-<p>This should only be sent when automatic activity detection is enabled
-(which is the default).</p>
-<p>The client can reopen the stream by sending an audio message.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.turn_complete_reason">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_complete_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCompleteReason" title="genai.types.TurnCompleteReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCompleteReason</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnCompleteReason')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.turn_complete_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Reason for the turn is complete.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143552,9 +202285,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.media">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.media" title="Link to this definition">¶</a></dt>
-<dd><p>Realtime input to send to the session.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.url_context_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadata" title="genai.types.UrlContextMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'urlContextMetadata')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.url_context_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata related to url context retrieval tool.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143565,22 +202298,162 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.text" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime text input stream.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerContent.waiting_for_input">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">waiting_for_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'waitingForInput')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.waiting_for_input" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the model is not generating content because
+it is waiting for more input from the user, e.g. because it expects the
+user to continue talking.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerContentDict</span></span><a class="headerlink" href="#genai.types.LiveServerContentDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Incremental server update generated by the model in response to client messages.</p>
+<p>Content is generated as quickly as possible, and not in real time. Clients
+may choose to buffer and play it out in real time.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.generation_complete">
+<span class="sig-name descname"><span class="pre">generation_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.generation_complete" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the model is done generating. When model is
+interrupted while generating there will be no generation_complete message
+in interrupted turn, it will go through interrupted &gt; turn_complete.
+When model assumes realtime playback there will be delay between
+generation_complete and turn_complete that is caused by model
+waiting for playback to finish. If true, indicates that the model
+has finished generating all content. This is a signal to the client
+that it can stop sending messages.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.grounding_metadata">
+<span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataDict" title="genai.types.GroundingMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.grounding_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata returned to client when grounding is enabled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.input_transcription">
+<span class="sig-name descname"><span class="pre">input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.input_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Input transcription. The transcription is independent to the model
+turn which means it doesn’t imply any ordering between transcription and
+model turn.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.interaction_status">
+<span class="sig-name descname"><span class="pre">interaction_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InteractionStatus" title="genai.types.InteractionStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">InteractionStatus</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.interaction_status" title="Link to this definition">¶</a></dt>
+<dd><p>The current activity status of the live session. Always sent alongside <cite>turn_complete</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.interim_input_transcription">
+<span class="sig-name descname"><span class="pre">interim_input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.interim_input_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Low latency transcription updated while the user is speaking.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.interrupted">
+<span class="sig-name descname"><span class="pre">interrupted</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.interrupted" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.model_turn">
+<span class="sig-name descname"><span class="pre">model_turn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.model_turn" title="Link to this definition">¶</a></dt>
+<dd><p>The content that the model has generated as part of the current conversation with the user.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.output_transcription">
+<span class="sig-name descname"><span class="pre">output_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.output_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Output transcription. The transcription is independent to the model
+turn which means it doesn’t imply any ordering between transcription and
+model turn.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.turn_complete">
+<span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.turn_complete" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside <cite>content</cite>, indicating that the <cite>content</cite> is the last in the turn.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.turn_complete_reason">
+<span class="sig-name descname"><span class="pre">turn_complete_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCompleteReason" title="genai.types.TurnCompleteReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCompleteReason</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.turn_complete_reason" title="Link to this definition">¶</a></dt>
+<dd><p>Reason for the turn is complete.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.url_context_metadata">
+<span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadataDict" title="genai.types.UrlContextMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.url_context_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Metadata related to url context retrieval tool.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.waiting_for_input">
+<span class="sig-name descname"><span class="pre">waiting_for_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.waiting_for_input" title="Link to this definition">¶</a></dt>
+<dd><p>If true, indicates that the model is not generating content because
+it is waiting for more input from the user, e.g. because it expects the
+user to continue talking.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveServerGoAway">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerGoAway</span></span><a class="headerlink" href="#genai.types.LiveServerGoAway" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Server will not be able to service client soon.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerGoAway&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;timeLeft&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeleft&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveServerGoAway.time_left" title="genai.types.LiveServerGoAway.time_left"><code class="xref py py-obj docutils literal notranslate"><span class="pre">time_left</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParameters.video">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParameters.video" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime video input stream.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerGoAway.time_left">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">time_left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'timeLeft')</span></em><a class="headerlink" href="#genai.types.LiveServerGoAway.time_left" title="Link to this definition">¶</a></dt>
+<dd><p>The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -143593,222 +202466,140 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveSendRealtimeInputParametersDict</span></span><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveServerGoAwayDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerGoAwayDict</span></span><a class="headerlink" href="#genai.types.LiveServerGoAwayDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Parameters for sending realtime input to the live API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.activity_end">
-<span class="sig-name descname"><span class="pre">activity_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityEndDict" title="genai.types.ActivityEndDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityEndDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.activity_end" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the end of user activity.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.activity_start">
-<span class="sig-name descname"><span class="pre">activity_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityStartDict" title="genai.types.ActivityStartDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityStartDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.activity_start" title="Link to this definition">¶</a></dt>
-<dd><p>Marks the start of user activity.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.audio">
-<span class="sig-name descname"><span class="pre">audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.audio" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime audio input stream.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.audio_stream_end">
-<span class="sig-name descname"><span class="pre">audio_stream_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.audio_stream_end" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates that the audio stream has ended, e.g. because the microphone was
-turned off.</p>
-<p>This should only be sent when automatic activity detection is enabled
-(which is the default).</p>
-<p>The client can reopen the stream by sending an audio message.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.media">
-<span class="sig-name descname"><span class="pre">media</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.media" title="Link to this definition">¶</a></dt>
-<dd><p>Realtime input to send to the session.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime text input stream.</p>
-</dd></dl>
-
+<p>Server will not be able to service client soon.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveSendRealtimeInputParametersDict.video">
-<span class="sig-name descname"><span class="pre">video</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code><span class="pre">,</span> <a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">,</span> <a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">,</span> <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveSendRealtimeInputParametersDict.video" title="Link to this definition">¶</a></dt>
-<dd><p>The realtime video input stream.</p>
+<dt class="sig sig-object py" id="genai.types.LiveServerGoAwayDict.time_left">
+<span class="sig-name descname"><span class="pre">time_left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerGoAwayDict.time_left" title="Link to this definition">¶</a></dt>
+<dd><p>The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerContent</span></span><a class="headerlink" href="#genai.types.LiveServerContent" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerMessage</span></span><a class="headerlink" href="#genai.types.LiveServerMessage" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Incremental server update generated by the model in response to client messages.</p>
-<p>Content is generated as quickly as possible, and not in real time. Clients
-may choose to buffer and play it out in real time.</p>
+<p>Response message for API call.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerContent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time. Clients\nmay choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerMessage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for API call.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelTurn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content that the model has generated as part of the current conversation with the user.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;interrupted&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interrupted&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;setupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerSetupComplete&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveClientSetup` message from the client.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;generationComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;serverContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerContent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted &gt; turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generationcomplete&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content generated by the model in response to client messages.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerToolCall&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request for the client to execute the `function_calls` and return the responses with the matching `id`s.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;toolCallCancellation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerToolCallCancellation&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.\n      &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UsageMetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to url context retrieval tool.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about model response(s).&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;goAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerGoAway&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reason for the turn is complete.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will disconnect soon.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;waitingForInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerSessionResumptionUpdate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is not generating content because\n      it is waiting for more input from the user, e.g. because it expects the\n      user to continue talking.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Waitingforinput&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;interimInputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;voiceActivityDetectionSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceActivityDetectionSignal&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Low latency transcription updated while the user is speaking.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voice activity detection signal. Allowlisted only.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;interactionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;voiceActivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InteractionStatus&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceActivity&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The current activity status of the live session. Always sent alongside `turn_complete`.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voice activity signal.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -143840,7 +202631,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -144003,7 +202794,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -144656,945 +203447,79 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;InteractionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different activity states of the live session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;INTERACTION_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IN_PROGRESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REQUIRES_ACTION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDLE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InteractionStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145604,13 +203529,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -145618,23 +203542,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145644,56 +203568,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145703,10 +203615,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145716,73 +203628,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145792,13 +203687,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -145806,44 +203700,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -145853,10 +203742,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145866,18 +203755,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -145887,144 +203800,132 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -146034,14 +203935,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -146050,57 +203951,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -146109,18 +203967,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -146130,624 +203988,298 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;InteractionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different activity states of the live session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;INTERACTION_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IN_PROGRESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REQUIRES_ACTION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDLE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InteractionStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time. Clients\nmay choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelTurn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content that the model has generated as part of the current conversation with the user.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;interrupted&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.generation_complete" title="genai.types.LiveServerContent.generation_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generation_complete</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.grounding_metadata" title="genai.types.LiveServerContent.grounding_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">grounding_metadata</span> <span class="pre">(genai.types.GroundingMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.input_transcription" title="genai.types.LiveServerContent.input_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.interaction_status" title="genai.types.LiveServerContent.interaction_status"><code class="xref py py-obj docutils literal notranslate"><span class="pre">interaction_status</span> <span class="pre">(genai.types.InteractionStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.interim_input_transcription" title="genai.types.LiveServerContent.interim_input_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">interim_input_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.interrupted" title="genai.types.LiveServerContent.interrupted"><code class="xref py py-obj docutils literal notranslate"><span class="pre">interrupted</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.model_turn" title="genai.types.LiveServerContent.model_turn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_turn</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.output_transcription" title="genai.types.LiveServerContent.output_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.turn_complete" title="genai.types.LiveServerContent.turn_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_complete</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.turn_complete_reason" title="genai.types.LiveServerContent.turn_complete_reason"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_complete_reason</span> <span class="pre">(genai.types.TurnCompleteReason</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.url_context_metadata" title="genai.types.LiveServerContent.url_context_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">url_context_metadata</span> <span class="pre">(genai.types.UrlContextMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerContent.waiting_for_input" title="genai.types.LiveServerContent.waiting_for_input"><code class="xref py py-obj docutils literal notranslate"><span class="pre">waiting_for_input</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.generation_complete">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generation_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generationComplete')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.generation_complete" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the model is done generating. When model is
-interrupted while generating there will be no generation_complete message
-in interrupted turn, it will go through interrupted &gt; turn_complete.
-When model assumes realtime playback there will be delay between
-generation_complete and turn_complete that is caused by model
-waiting for playback to finish. If true, indicates that the model
-has finished generating all content. This is a signal to the client
-that it can stop sending messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.grounding_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadata" title="genai.types.GroundingMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'groundingMetadata')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.grounding_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata returned to client when grounding is enabled.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.input_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputTranscription')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.input_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Input transcription. The transcription is independent to the model
-turn which means it doesn’t imply any ordering between transcription and
-model turn.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.interaction_status">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interaction_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InteractionStatus" title="genai.types.InteractionStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">InteractionStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'interactionStatus')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.interaction_status" title="Link to this definition">¶</a></dt>
-<dd><p>The current activity status of the live session. Always sent alongside <cite>turn_complete</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.interim_input_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interim_input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'interimInputTranscription')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.interim_input_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Low latency transcription updated while the user is speaking.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.interrupted">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">interrupted</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerContent.interrupted" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.model_turn">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_turn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelTurn')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.model_turn" title="Link to this definition">¶</a></dt>
-<dd><p>The content that the model has generated as part of the current conversation with the user.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.output_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputTranscription')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.output_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Output transcription. The transcription is independent to the model
-turn which means it doesn’t imply any ordering between transcription and
-model turn.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.turn_complete">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnComplete')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.turn_complete" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside <cite>content</cite>, indicating that the <cite>content</cite> is the last in the turn.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.turn_complete_reason">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_complete_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCompleteReason" title="genai.types.TurnCompleteReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCompleteReason</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnCompleteReason')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.turn_complete_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Reason for the turn is complete.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.url_context_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadata" title="genai.types.UrlContextMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'urlContextMetadata')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.url_context_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata related to url context retrieval tool.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerContent.waiting_for_input">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">waiting_for_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'waitingForInput')</span></em><a class="headerlink" href="#genai.types.LiveServerContent.waiting_for_input" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the model is not generating content because
-it is waiting for more input from the user, e.g. because it expects the
-user to continue talking.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerContentDict</span></span><a class="headerlink" href="#genai.types.LiveServerContentDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Incremental server update generated by the model in response to client messages.</p>
-<p>Content is generated as quickly as possible, and not in real time. Clients
-may choose to buffer and play it out in real time.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.generation_complete">
-<span class="sig-name descname"><span class="pre">generation_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.generation_complete" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the model is done generating. When model is
-interrupted while generating there will be no generation_complete message
-in interrupted turn, it will go through interrupted &gt; turn_complete.
-When model assumes realtime playback there will be delay between
-generation_complete and turn_complete that is caused by model
-waiting for playback to finish. If true, indicates that the model
-has finished generating all content. This is a signal to the client
-that it can stop sending messages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.grounding_metadata">
-<span class="sig-name descname"><span class="pre">grounding_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GroundingMetadataDict" title="genai.types.GroundingMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GroundingMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.grounding_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata returned to client when grounding is enabled.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.input_transcription">
-<span class="sig-name descname"><span class="pre">input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.input_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Input transcription. The transcription is independent to the model
-turn which means it doesn’t imply any ordering between transcription and
-model turn.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.interaction_status">
-<span class="sig-name descname"><span class="pre">interaction_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.InteractionStatus" title="genai.types.InteractionStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">InteractionStatus</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.interaction_status" title="Link to this definition">¶</a></dt>
-<dd><p>The current activity status of the live session. Always sent alongside <cite>turn_complete</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.interim_input_transcription">
-<span class="sig-name descname"><span class="pre">interim_input_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.interim_input_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Low latency transcription updated while the user is speaking.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.interrupted">
-<span class="sig-name descname"><span class="pre">interrupted</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.interrupted" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.model_turn">
-<span class="sig-name descname"><span class="pre">model_turn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.model_turn" title="Link to this definition">¶</a></dt>
-<dd><p>The content that the model has generated as part of the current conversation with the user.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.output_transcription">
-<span class="sig-name descname"><span class="pre">output_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.output_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Output transcription. The transcription is independent to the model
-turn which means it doesn’t imply any ordering between transcription and
-model turn.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.turn_complete">
-<span class="sig-name descname"><span class="pre">turn_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.turn_complete" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside <cite>content</cite>, indicating that the <cite>content</cite> is the last in the turn.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.turn_complete_reason">
-<span class="sig-name descname"><span class="pre">turn_complete_reason</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCompleteReason" title="genai.types.TurnCompleteReason"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCompleteReason</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.turn_complete_reason" title="Link to this definition">¶</a></dt>
-<dd><p>Reason for the turn is complete.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.url_context_metadata">
-<span class="sig-name descname"><span class="pre">url_context_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextMetadataDict" title="genai.types.UrlContextMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.url_context_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Metadata related to url context retrieval tool.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerContentDict.waiting_for_input">
-<span class="sig-name descname"><span class="pre">waiting_for_input</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerContentDict.waiting_for_input" title="Link to this definition">¶</a></dt>
-<dd><p>If true, indicates that the model is not generating content because
-it is waiting for more input from the user, e.g. because it expects the
-user to continue talking.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerGoAway">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerGoAway</span></span><a class="headerlink" href="#genai.types.LiveServerGoAway" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Server will not be able to service client soon.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerGoAway&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;timeLeft&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interrupted&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeleft&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerGoAway.time_left" title="genai.types.LiveServerGoAway.time_left"><code class="xref py py-obj docutils literal notranslate"><span class="pre">time_left</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerGoAway.time_left">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">time_left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'timeLeft')</span></em><a class="headerlink" href="#genai.types.LiveServerGoAway.time_left" title="Link to this definition">¶</a></dt>
-<dd><p>The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerGoAwayDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerGoAwayDict</span></span><a class="headerlink" href="#genai.types.LiveServerGoAwayDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Server will not be able to service client soon.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerGoAwayDict.time_left">
-<span class="sig-name descname"><span class="pre">time_left</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerGoAwayDict.time_left" title="Link to this definition">¶</a></dt>
-<dd><p>The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerMessage</span></span><a class="headerlink" href="#genai.types.LiveServerMessage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response message for API call.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerMessage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response message for API call.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;setupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerSetupComplete&quot;</span>
+<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveClientSetup` message from the client.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;serverContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerContent&quot;</span>
+<span class="w">            </span><span class="nt">&quot;generationComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted &gt; turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generationcomplete&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content generated by the model in response to client messages.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerToolCall&quot;</span>
+<span class="w">            </span><span class="nt">&quot;inputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request for the client to execute the `function_calls` and return the responses with the matching `id`s.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolCallCancellation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerToolCallCancellation&quot;</span>
+<span class="w">            </span><span class="nt">&quot;outputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.\n      &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;usageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UsageMetadata&quot;</span>
+<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to url context retrieval tool.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about model response(s).&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;goAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerGoAway&quot;</span>
+<span class="w">            </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reason for the turn is complete.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will disconnect soon.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;sessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LiveServerSessionResumptionUpdate&quot;</span>
+<span class="w">            </span><span class="nt">&quot;waitingForInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is not generating content because\n      it is waiting for more input from the user, e.g. because it expects the\n      user to continue talking.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Waitingforinput&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;voiceActivityDetectionSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceActivityDetectionSignal&quot;</span>
+<span class="w">            </span><span class="nt">&quot;interimInputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Low latency transcription updated while the user is speaking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;interactionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InteractionStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The current activity status of the live session. Always sent alongside `turn_complete`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voice activity detection signal. Allowlisted only.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerContent&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;voiceActivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceActivity&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerGoAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeLeft&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeleft&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voice activity signal.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerGoAway&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.\n\nOnly sent if `session_resumption` was set in the connection config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;newHandle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -146755,94 +204287,105 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;New handle that represents state that can be resumed. Empty if `resumable`=false.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newhandle&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resumable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resumable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastConsumedClientMessageIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerSetupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveGenerateContentSetup` message from the client.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sessionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The session id of the live session.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sessionid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of the verified consent audio. This is populated when the\n      request has a ReplicatedVoiceConfig with consent_audio set, if the consent\n      verification was successful. This may be used in a subsequent request\n      instead of the consent_audio to verify the same consent.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSetupComplete&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request for the client to execute the `function_calls` and return the responses with the matching `id`s.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The function call to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functioncalls&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LiveServerToolCallCancellation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\nIf there were side-effects to those tool calls, clients may attempt to undo\nthe tool calls. This message occurs only in cases where the clients interrupt\nserver turns.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ids&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -146851,103 +204394,169 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ids of the tool calls to be cancelled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCallCancellation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -146957,20 +204566,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -146978,10 +204593,46 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
@@ -146992,60 +204643,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -147055,51 +204733,50 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147109,32 +204786,43 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147144,13 +204832,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -147158,10 +204845,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147171,164 +204858,179 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A piece of evidence that supports a claim made by the model.\n\nThis is used to show a citation for a claim made by the model. When grounding\nis enabled, the model returns a `GroundingChunk` that contains a reference to\nthe source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkImage&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from an image search result. See the `Image` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMaps&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\n      It contains information about a place, such as its name, address, and\n      reviews. This is used to provide the user with rich, location-based\n      information.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkRetrievedContext&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a data source retrieved by a retrieval tool, such as Vertex AI Search. See the `RetrievedContext` message for details&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;web&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkWeb&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A grounding chunk from a web page, typically from Google Search. See the `Web` message for details.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided metadata about the GroundingFact.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;key&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147338,35 +205040,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Key&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numericValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The numeric value of the metadata. The expected range for this value depends on the specific `key` used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numericvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringListValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkStringList&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of string values for the metadata.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147376,18 +205087,71 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The string value of the metadata.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkCustomMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An `Image` chunk is a piece of evidence that comes from an image search result.\n\nIt contains the URI of the image search result and the URI of the image. This\nis used to provide the user with a link to the source of the information.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sourceUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147397,23 +205161,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imageuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147423,10 +205187,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147436,43 +205200,93 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the image search result page.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Maps` chunk is a piece of evidence that comes from Google Maps.\n\nIt contains information about a place, such as its name, address, and reviews.\nThis is used to provide the user with rich, location-based information.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;placeAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSources&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\n      This includes review snippets and photos that were used to generate the\n      answer, as well as URIs to flag content.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;placeId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This Place&#39;s resource name, in `places/{place_id}` format.\n\n      This can be used to look up the place in the Google Maps API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Placeid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147482,207 +205296,226 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The text of the place answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about response(s).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;route&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsRoute&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Route information.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMaps&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sources that were used to generate the place answer.\n\nThis includes review snippets and photos that were used to generate the\nanswer, as well as URIs to flag content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippet&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens across all the generated response candidates.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the generated answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewSnippets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Snippets of reviews that were used to generate the answer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewsnippets&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSources&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Author attribution for a photo or review.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;photoUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Profile photo URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Photouri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the author of the Photo or Review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encapsulates a review snippet.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authorAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;This review&#39;s author.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of modalities that were returned in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link where users can flag a problem with the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A link to show the review on Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;relativePublishTimeDescription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string of formatted recent time, expressing the review time relative to the current time in a form appropriate for the language and country.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Relativepublishtimedescription&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;review&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Service tier of the request. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UsageMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VadSignalType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the VAD signal.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;VAD_SIGNAL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VAD_SIGNAL_TYPE_SOS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VAD_SIGNAL_TYPE_EOS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VadSignalType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147692,23 +205525,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A reference representing this place review which may be used to look up this place review again.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Review&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reviewId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id of the review referencing the place.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reviewid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147718,31 +205551,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title of the review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsPlaceAnswerSourcesReviewSnippet&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceActivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Route information from Google Maps.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voice activity signal.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;distanceMeters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceActivityType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceActivityType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total distance of the route, in meters.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distancemeters&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the voice activity signal.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147752,31 +205584,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total duration of the route.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;encodedPolyline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time voice activity detected in audio time, relative to the start of the audio stream.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiooffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceActivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceActivityDetectionSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vadSignalType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VadSignalType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An encoded polyline of the route. See https://developers.google.com/maps/documentation/utilities/polylinealgorithm&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Encodedpolyline&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the VAD signal.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkMapsRoute&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceActivityDetectionSignal&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceActivityType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the voice activity signal.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_START&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_END&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceActivityType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Context retrieved from a data source to ground the model&#39;s response.\n\nThis is used when a retrieval tool fetches information from a user-provided\ncorpus or a public dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;documentName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147786,22 +205634,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full resource name of the referenced Vertex AI Search document. This is used to identify the specific document that was retrieved. The format is `projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store}/branches/{branch}/documents/{document}`. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Documentname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunk&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional context for a Retrieval-Augmented Generation (RAG) retrieval result. This is populated only when the RAG retrieval tool is used. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147811,10 +205668,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147824,10 +205681,420 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.go_away" title="genai.types.LiveServerMessage.go_away"><code class="xref py py-obj docutils literal notranslate"><span class="pre">go_away</span> <span class="pre">(genai.types.LiveServerGoAway</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.server_content" title="genai.types.LiveServerMessage.server_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">server_content</span> <span class="pre">(genai.types.LiveServerContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.session_resumption_update" title="genai.types.LiveServerMessage.session_resumption_update"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption_update</span> <span class="pre">(genai.types.LiveServerSessionResumptionUpdate</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.setup_complete" title="genai.types.LiveServerMessage.setup_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_complete</span> <span class="pre">(genai.types.LiveServerSetupComplete</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.tool_call" title="genai.types.LiveServerMessage.tool_call"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_call</span> <span class="pre">(genai.types.LiveServerToolCall</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.tool_call_cancellation" title="genai.types.LiveServerMessage.tool_call_cancellation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_call_cancellation</span> <span class="pre">(genai.types.LiveServerToolCallCancellation</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.usage_metadata" title="genai.types.LiveServerMessage.usage_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">usage_metadata</span> <span class="pre">(genai.types.UsageMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.voice_activity" title="genai.types.LiveServerMessage.voice_activity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_activity</span> <span class="pre">(genai.types.VoiceActivity</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.voice_activity_detection_signal" title="genai.types.LiveServerMessage.voice_activity_detection_signal"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_activity_detection_signal</span> <span class="pre">(genai.types.VoiceActivityDetectionSignal</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.go_away">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">go_away</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerGoAway" title="genai.types.LiveServerGoAway"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerGoAway</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'goAway')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.go_away" title="Link to this definition">¶</a></dt>
+<dd><p>Server will disconnect soon.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.server_content">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerContent" title="genai.types.LiveServerContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'serverContent')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.server_content" title="Link to this definition">¶</a></dt>
+<dd><p>Content generated by the model in response to client messages.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.session_resumption_update">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption_update</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate" title="genai.types.LiveServerSessionResumptionUpdate"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSessionResumptionUpdate</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionResumptionUpdate')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.session_resumption_update" title="Link to this definition">¶</a></dt>
+<dd><p>Update of the session resumption state.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.setup_complete">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSetupComplete" title="genai.types.LiveServerSetupComplete"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSetupComplete</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'setupComplete')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.setup_complete" title="Link to this definition">¶</a></dt>
+<dd><p>Sent in response to a <cite>LiveClientSetup</cite> message from the client.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.tool_call">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCall" title="genai.types.LiveServerToolCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCall</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolCall')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.tool_call" title="Link to this definition">¶</a></dt>
+<dd><p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id57"><span class="problematic" id="id58">`</span></a>id`s.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.tool_call_cancellation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_call_cancellation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCallCancellation" title="genai.types.LiveServerToolCallCancellation"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCallCancellation</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolCallCancellation')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.tool_call_cancellation" title="Link to this definition">¶</a></dt>
+<dd><p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id59"><span class="problematic" id="id60">`</span></a>id`s should have been not executed and should be cancelled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.usage_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UsageMetadata" title="genai.types.UsageMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">UsageMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'usageMetadata')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.usage_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Usage metadata about model response(s).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.voice_activity">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_activity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivity" title="genai.types.VoiceActivity"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivity</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceActivity')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.voice_activity" title="Link to this definition">¶</a></dt>
+<dd><p>Voice activity signal.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.voice_activity_detection_signal">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_activity_detection_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivityDetectionSignal" title="genai.types.VoiceActivityDetectionSignal"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivityDetectionSignal</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceActivityDetectionSignal')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.voice_activity_detection_signal" title="Link to this definition">¶</a></dt>
+<dd><p>Voice activity detection signal. Allowlisted only.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.data">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.data" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the concatenation of all inline data parts in the response.</p>
+<p>If there are non-data parts in the response, only the concatenated data
+result from the data parts will be returned.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessage.text">
+<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.text" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the concatenation of all text parts in the response.</p>
+<p>If there are non-text parts in the response, only the concatenated text
+result from text parts will be returned.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerMessageDict</span></span><a class="headerlink" href="#genai.types.LiveServerMessageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response message for API call.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.go_away">
+<span class="sig-name descname"><span class="pre">go_away</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerGoAwayDict" title="genai.types.LiveServerGoAwayDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerGoAwayDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.go_away" title="Link to this definition">¶</a></dt>
+<dd><p>Server will disconnect soon.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.server_content">
+<span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerContentDict" title="genai.types.LiveServerContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.server_content" title="Link to this definition">¶</a></dt>
+<dd><p>Content generated by the model in response to client messages.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.session_resumption_update">
+<span class="sig-name descname"><span class="pre">session_resumption_update</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdateDict" title="genai.types.LiveServerSessionResumptionUpdateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSessionResumptionUpdateDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.session_resumption_update" title="Link to this definition">¶</a></dt>
+<dd><p>Update of the session resumption state.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.setup_complete">
+<span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSetupCompleteDict" title="genai.types.LiveServerSetupCompleteDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSetupCompleteDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.setup_complete" title="Link to this definition">¶</a></dt>
+<dd><p>Sent in response to a <cite>LiveClientSetup</cite> message from the client.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.tool_call">
+<span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCallDict" title="genai.types.LiveServerToolCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCallDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.tool_call" title="Link to this definition">¶</a></dt>
+<dd><p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id61"><span class="problematic" id="id62">`</span></a>id`s.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.tool_call_cancellation">
+<span class="sig-name descname"><span class="pre">tool_call_cancellation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCallCancellationDict" title="genai.types.LiveServerToolCallCancellationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCallCancellationDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.tool_call_cancellation" title="Link to this definition">¶</a></dt>
+<dd><p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id63"><span class="problematic" id="id64">`</span></a>id`s should have been not executed and should be cancelled.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.usage_metadata">
+<span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UsageMetadataDict" title="genai.types.UsageMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UsageMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.usage_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Usage metadata about model response(s).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.voice_activity">
+<span class="sig-name descname"><span class="pre">voice_activity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivityDict" title="genai.types.VoiceActivityDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivityDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.voice_activity" title="Link to this definition">¶</a></dt>
+<dd><p>Voice activity signal.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.voice_activity_detection_signal">
+<span class="sig-name descname"><span class="pre">voice_activity_detection_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivityDetectionSignalDict" title="genai.types.VoiceActivityDetectionSignalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivityDetectionSignalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.voice_activity_detection_signal" title="Link to this definition">¶</a></dt>
+<dd><p>Voice activity detection signal. Allowlisted only.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSessionResumptionUpdate</span></span><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Update of the session resumption state.</p>
+<p>Only sent if <cite>session_resumption</cite> was set in the connection config.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.\n\nOnly sent if `session_resumption` was set in the connection config.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;newHandle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;New handle that represents state that can be resumed. Empty if `resumable`=false.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newhandle&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;resumable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resumable&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;lastConsumedClientMessageIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index" title="genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">last_consumed_client_message_index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate.new_handle" title="genai.types.LiveServerSessionResumptionUpdate.new_handle"><code class="xref py py-obj docutils literal notranslate"><span class="pre">new_handle</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate.resumable" title="genai.types.LiveServerSessionResumptionUpdate.resumable"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resumable</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_consumed_client_message_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastConsumedClientMessageIndex')</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index" title="Link to this definition">¶</a></dt>
+<dd><p>Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when <cite>SessionResumptionConfig.transparent</cite> is set.</p>
+<p>Presence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last <cite>SessionResumptionTokenUpdate</cite>. This field will enable them to limit buffering (avoid keeping all requests in RAM).</p>
+<p>Note: This should not be used for when resuming a session at some time later – in those cases partial audio and video frames are likely not needed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate.new_handle">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">new_handle</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'newHandle')</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate.new_handle" title="Link to this definition">¶</a></dt>
+<dd><p>New handle that represents state that can be resumed. Empty if <a href="#id65"><span class="problematic" id="id66">`</span></a>resumable`=false.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate.resumable">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resumable</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate.resumable" title="Link to this definition">¶</a></dt>
+<dd><p>True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSessionResumptionUpdateDict</span></span><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Update of the session resumption state.</p>
+<p>Only sent if <cite>session_resumption</cite> was set in the connection config.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict.last_consumed_client_message_index">
+<span class="sig-name descname"><span class="pre">last_consumed_client_message_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict.last_consumed_client_message_index" title="Link to this definition">¶</a></dt>
+<dd><p>Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when <cite>SessionResumptionConfig.transparent</cite> is set.</p>
+<p>Presence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last <cite>SessionResumptionTokenUpdate</cite>. This field will enable them to limit buffering (avoid keeping all requests in RAM).</p>
+<p>Note: This should not be used for when resuming a session at some time later – in those cases partial audio and video frames are likely not needed.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict.new_handle">
+<span class="sig-name descname"><span class="pre">new_handle</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict.new_handle" title="Link to this definition">¶</a></dt>
+<dd><p>New handle that represents state that can be resumed. Empty if <a href="#id67"><span class="problematic" id="id68">`</span></a>resumable`=false.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict.resumable">
+<span class="sig-name descname"><span class="pre">resumable</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict.resumable" title="Link to this definition">¶</a></dt>
+<dd><p>True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveServerSetupComplete">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSetupComplete</span></span><a class="headerlink" href="#genai.types.LiveServerSetupComplete" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Sent in response to a <cite>LiveGenerateContentSetup</cite> message from the client.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSetupComplete&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveGenerateContentSetup` message from the client.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sessionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The session id of the live session.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sessionid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of the verified consent audio. This is populated when the\n      request has a ReplicatedVoiceConfig with consent_audio set, if the consent\n      verification was successful. This may be used in a subsequent request\n      instead of the consent_audio to verify the same consent.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147837,110 +206104,209 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the retrieved data source.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveServerSetupComplete.session_id" title="genai.types.LiveServerSetupComplete.session_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LiveServerSetupComplete.voice_consent_signature" title="genai.types.LiveServerSetupComplete.voice_consent_signature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_consent_signature</span> <span class="pre">(genai.types.VoiceConsentSignature</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerSetupComplete.session_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionId')</span></em><a class="headerlink" href="#genai.types.LiveServerSetupComplete.session_id" title="Link to this definition">¶</a></dt>
+<dd><p>The session id of the live session.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerSetupComplete.voice_consent_signature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_consent_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceConsentSignature" title="genai.types.VoiceConsentSignature"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceConsentSignature</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceConsentSignature')</span></em><a class="headerlink" href="#genai.types.LiveServerSetupComplete.voice_consent_signature" title="Link to this definition">¶</a></dt>
+<dd><p>Signature of the verified consent audio. This is populated when the
+request has a ReplicatedVoiceConfig with consent_audio set, if the consent
+verification was successful. This may be used in a subsequent request
+instead of the consent_audio to verify the same consent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveServerSetupCompleteDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSetupCompleteDict</span></span><a class="headerlink" href="#genai.types.LiveServerSetupCompleteDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Sent in response to a <cite>LiveGenerateContentSetup</cite> message from the client.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerSetupCompleteDict.session_id">
+<span class="sig-name descname"><span class="pre">session_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSetupCompleteDict.session_id" title="Link to this definition">¶</a></dt>
+<dd><p>The session id of the live session.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerSetupCompleteDict.voice_consent_signature">
+<span class="sig-name descname"><span class="pre">voice_consent_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceConsentSignatureDict" title="genai.types.VoiceConsentSignatureDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceConsentSignatureDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSetupCompleteDict.voice_consent_signature" title="Link to this definition">¶</a></dt>
+<dd><p>Signature of the verified consent audio. This is populated when the
+request has a ReplicatedVoiceConfig with consent_audio set, if the consent
+verification was successful. This may be used in a subsequent request
+instead of the consent_audio to verify the same consent.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCall">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCall</span></span><a class="headerlink" href="#genai.types.LiveServerToolCall" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id69"><span class="problematic" id="id70">`</span></a>id`s.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCall&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request for the client to execute the `function_calls` and return the responses with the matching `id`s.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;functionCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The function call to be executed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functioncalls&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunkCustomMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. User-provided metadata about the retrieved context. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custommetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Name of the `FileSearchStore` containing the document. Example: `fileSearchStores/123`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pageNumber&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Page number of the retrieved context, if applicable. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pagenumber&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The media blob resource name for multimodal file search results. Format: fileSearchStores/{file_search_store_id}/media/{blob_id}. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mediaid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkRetrievedContext&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkStringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of string values. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;values&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string values of the list.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Values&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkStringList&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingChunkWeb&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A `Web` chunk is a piece of evidence that comes from a web page.\n\nIt contains the URI of the web page, the title of the page, and the domain of\nthe page. This is used to provide the user with a link to the source of the\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;domain&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The domain of the web page that contains the evidence. This can be used to filter out low-quality sources. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Domain&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -147950,12 +206316,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The title of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -147963,392 +206330,1289 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI of the web page that contains the evidence.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingChunkWeb&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information for various kinds of grounding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;imageSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The image search queries that were used to generate the content. This field is populated only when the grounding source is Google Search with the Image Search search_type enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagesearchqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingChunk&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of supporting references retrieved from the grounding\n      source. This field is populated when the grounding source is Google\n      Search, Vertex AI Search, or Google Maps.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunks&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingSupports&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingSupport&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of grounding support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingsupports&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to retrieval in the grounding flow.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveServerToolCall.function_calls" title="genai.types.LiveServerToolCall.function_calls"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_calls</span> <span class="pre">(list[genai.types.FunctionCall]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCall.function_calls">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCall" title="genai.types.FunctionCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCall</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionCalls')</span></em><a class="headerlink" href="#genai.types.LiveServerToolCall.function_calls" title="Link to this definition">¶</a></dt>
+<dd><p>The function call to be executed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellation">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCallCancellation</span></span><a class="headerlink" href="#genai.types.LiveServerToolCallCancellation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id71"><span class="problematic" id="id72">`</span></a>id`s should have been not executed and should be cancelled.</p>
+<p>If there were side-effects to those tool calls, clients may attempt to undo
+the tool calls. This message occurs only in cases where the clients interrupt
+server turns.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCallCancellation&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\nIf there were side-effects to those tool calls, clients may attempt to undo\nthe tool calls. This message occurs only in cases where the clients interrupt\nserver turns.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ids&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ids of the tool calls to be cancelled.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ids&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LiveServerToolCallCancellation.ids" title="genai.types.LiveServerToolCallCancellation.ids"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ids</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellation.ids">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ids</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerToolCallCancellation.ids" title="Link to this definition">¶</a></dt>
+<dd><p>The ids of the tool calls to be cancelled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellationDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCallCancellationDict</span></span><a class="headerlink" href="#genai.types.LiveServerToolCallCancellationDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id73"><span class="problematic" id="id74">`</span></a>id`s should have been not executed and should be cancelled.</p>
+<p>If there were side-effects to those tool calls, clients may attempt to undo
+the tool calls. This message occurs only in cases where the clients interrupt
+server turns.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellationDict.ids">
+<span class="sig-name descname"><span class="pre">ids</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveServerToolCallCancellationDict.ids" title="Link to this definition">¶</a></dt>
+<dd><p>The ids of the tool calls to be cancelled.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCallDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCallDict</span></span><a class="headerlink" href="#genai.types.LiveServerToolCallDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id75"><span class="problematic" id="id76">`</span></a>id`s.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LiveServerToolCallDict.function_calls">
+<span class="sig-name descname"><span class="pre">function_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallDict" title="genai.types.FunctionCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveServerToolCallDict.function_calls" title="Link to this definition">¶</a></dt>
+<dd><p>The function call to be executed.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LogprobsResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResult</span></span><a class="headerlink" href="#genai.types.LogprobsResult" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The log probabilities of the tokens generated by the model.</p>
+<p>This is useful for understanding the model’s confidence in its predictions and
+for debugging. For example, you can use log probabilities to identify when the
+model is making a less confident prediction or to explore alternative
+responses that the model considered. A low log probability can also indicate
+that the model is “hallucinating” or generating factually incorrect
+information.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchEntryPoint&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Google search entry for the following-up web\n      searches.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;webSearchQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Web search queries for the following-up web search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Websearchqueries&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleMapsWidgetContextToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. Deprecated: The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and will no longer be populated once removed. A token that can be used to render a Google Maps widget with the contextual data. This field is populated only when the grounding source is Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlemapswidgetcontexttoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;retrievalQueries&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The queries that were executed by the retrieval tools. This field is populated only when the grounding source is a retrieval tool, such as Vertex AI Search. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievalqueries&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceFlaggingUris&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadataSourceFlaggingUri&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Output only. A list of URIs that can be used to flag a place or review for inappropriate content. This field is populated only when the grounding source is Google Maps. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceflagginguris&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A URI that can be used to flag a place or review for inappropriate content.\n\nThis is populated only when the grounding source is Google Maps. This data\ntype is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;flagContentUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URI that can be used to flag the content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flagcontenturi&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sourceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the place or review.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sourceid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingMetadataSourceFlaggingUri&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LogprobsResult.chosen_candidates" title="genai.types.LogprobsResult.chosen_candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">chosen_candidates</span> <span class="pre">(list[genai.types.LogprobsResultCandidate]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LogprobsResult.log_probability_sum" title="genai.types.LogprobsResult.log_probability_sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_probability_sum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LogprobsResult.top_candidates" title="genai.types.LogprobsResult.top_candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_candidates</span> <span class="pre">(list[genai.types.LogprobsResultTopCandidates]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResult.chosen_candidates">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chosen_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidate" title="genai.types.LogprobsResultCandidate"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidate</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'chosenCandidates')</span></em><a class="headerlink" href="#genai.types.LogprobsResult.chosen_candidates" title="Link to this definition">¶</a></dt>
+<dd><p>A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in <cite>top_candidates</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResult.log_probability_sum">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">log_probability_sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'logProbabilitySum')</span></em><a class="headerlink" href="#genai.types.LogprobsResult.log_probability_sum" title="Link to this definition">¶</a></dt>
+<dd><p>Sum of log probabilities for all tokens. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResult.top_candidates">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultTopCandidates" title="genai.types.LogprobsResultTopCandidates"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultTopCandidates</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topCandidates')</span></em><a class="headerlink" href="#genai.types.LogprobsResult.top_candidates" title="Link to this definition">¶</a></dt>
+<dd><p>A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultCandidate</span></span><a class="headerlink" href="#genai.types.LogprobsResultCandidate" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A single token and its associated log probability.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GroundingSupport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LogprobsResultCandidate.log_probability" title="genai.types.LogprobsResultCandidate.log_probability"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_probability</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LogprobsResultCandidate.token" title="genai.types.LogprobsResultCandidate.token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.LogprobsResultCandidate.token_id" title="genai.types.LogprobsResultCandidate.token_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate.log_probability">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">log_probability</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'logProbability')</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidate.log_probability" title="Link to this definition">¶</a></dt>
+<dd><p>The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate.token">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidate.token" title="Link to this definition">¶</a></dt>
+<dd><p>The token’s string representation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate.token_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenId')</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidate.token_id" title="Link to this definition">¶</a></dt>
+<dd><p>The token’s numerical ID. While the <cite>token</cite> field provides the string representation of the token, the <cite>token_id</cite> is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model’s vocabulary.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultCandidateDict</span></span><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A single token and its associated log probability.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict.log_probability">
+<span class="sig-name descname"><span class="pre">log_probability</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict.log_probability" title="Link to this definition">¶</a></dt>
+<dd><p>The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict.token">
+<span class="sig-name descname"><span class="pre">token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict.token" title="Link to this definition">¶</a></dt>
+<dd><p>The token’s string representation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict.token_id">
+<span class="sig-name descname"><span class="pre">token_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict.token_id" title="Link to this definition">¶</a></dt>
+<dd><p>The token’s numerical ID. While the <cite>token</cite> field provides the string representation of the token, the <cite>token_id</cite> is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model’s vocabulary.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultDict</span></span><a class="headerlink" href="#genai.types.LogprobsResultDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The log probabilities of the tokens generated by the model.</p>
+<p>This is useful for understanding the model’s confidence in its predictions and
+for debugging. For example, you can use log probabilities to identify when the
+model is making a less confident prediction or to explore alternative
+responses that the model considered. A low log probability can also indicate
+that the model is “hallucinating” or generating factually incorrect
+information.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultDict.chosen_candidates">
+<span class="sig-name descname"><span class="pre">chosen_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidateDict" title="genai.types.LogprobsResultCandidateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidateDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LogprobsResultDict.chosen_candidates" title="Link to this definition">¶</a></dt>
+<dd><p>A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in <cite>top_candidates</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultDict.log_probability_sum">
+<span class="sig-name descname"><span class="pre">log_probability_sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultDict.log_probability_sum" title="Link to this definition">¶</a></dt>
+<dd><p>Sum of log probabilities for all tokens. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultDict.top_candidates">
+<span class="sig-name descname"><span class="pre">top_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultTopCandidatesDict" title="genai.types.LogprobsResultTopCandidatesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultTopCandidatesDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LogprobsResultDict.top_candidates" title="Link to this definition">¶</a></dt>
+<dd><p>A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidates">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultTopCandidates</span></span><a class="headerlink" href="#genai.types.LogprobsResultTopCandidates" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A list of the top candidate tokens and their log probabilities at each decoding step.</p>
+<p>This can be used to see what other tokens the model considered.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding support.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;confidenceScores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidence score of the support references.\n\n      Ranges from 0 to 1. 1 is the most confident. This list must have the\n      same size as the grounding_chunk_indices.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Confidencescores&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingChunkIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of indices (into &#39;grounding_chunk&#39;) specifying the\n      citations associated with the claim. For instance [1,3,4] means that\n      grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the\n      retrieved content attributed to the claim.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Groundingchunkindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Segment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;renderedParts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indices into the `rendered_parts` field of the `GroundingMetadata` message. These indices specify which rendered parts are associated with this support message.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedparts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GroundingSupport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.LogprobsResultTopCandidates.candidates" title="genai.types.LogprobsResultTopCandidates.candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates</span> <span class="pre">(list[genai.types.LogprobsResultCandidate]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidates.candidates">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidate" title="genai.types.LogprobsResultCandidate"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidate</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LogprobsResultTopCandidates.candidates" title="Link to this definition">¶</a></dt>
+<dd><p>The list of candidate tokens, sorted by log probability in descending order.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidatesDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultTopCandidatesDict</span></span><a class="headerlink" href="#genai.types.LogprobsResultTopCandidatesDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A list of the top candidate tokens and their log probabilities at each decoding step.</p>
+<p>This can be used to see what other tokens the model considered.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidatesDict.candidates">
+<span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidateDict" title="genai.types.LogprobsResultCandidateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidateDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LogprobsResultTopCandidatesDict.candidates" title="Link to this definition">¶</a></dt>
+<dd><p>The list of candidate tokens, sorted by log probability in descending order.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceConfig</span></span><a class="headerlink" href="#genai.types.MaskReferenceConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for a Mask reference image.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Mask reference image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;maskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceMode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used).&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;InteractionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different activity states of the live session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;INTERACTION_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IN_PROGRESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REQUIRES_ACTION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDLE&quot;</span>
+<span class="w">      </span><span class="nt">&quot;segmentationClasses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;InteractionStatus&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segmentationclasses&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;maskDilation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dilation percentage of the mask provided.\n      Float between 0 and 1.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maskdilation&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MaskReferenceMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the mask mode of a mask reference image.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_DEFAULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_USER_PROVIDED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_BACKGROUND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_FOREGROUND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_SEMANTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceConfig.mask_dilation" title="genai.types.MaskReferenceConfig.mask_dilation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask_dilation</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceConfig.mask_mode" title="genai.types.MaskReferenceConfig.mask_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask_mode</span> <span class="pre">(genai.types.MaskReferenceMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceConfig.segmentation_classes" title="genai.types.MaskReferenceConfig.segmentation_classes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">segmentation_classes</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig.mask_dilation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask_dilation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maskDilation')</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfig.mask_dilation" title="Link to this definition">¶</a></dt>
+<dd><p>Dilation percentage of the mask provided.
+Float between 0 and 1.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig.mask_mode">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceMode" title="genai.types.MaskReferenceMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maskMode')</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfig.mask_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Prompts the model to generate a mask instead of you needing to
+provide one (unless MASK_MODE_USER_PROVIDED is used).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig.segmentation_classes">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">segmentation_classes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'segmentationClasses')</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfig.segmentation_classes" title="Link to this definition">¶</a></dt>
+<dd><p>A list of up to 5 class ids to use for semantic segmentation.
+Automatically creates an image mask based on specific objects.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceConfigDict</span></span><a class="headerlink" href="#genai.types.MaskReferenceConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for a Mask reference image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict.mask_dilation">
+<span class="sig-name descname"><span class="pre">mask_dilation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfigDict.mask_dilation" title="Link to this definition">¶</a></dt>
+<dd><p>Dilation percentage of the mask provided.
+Float between 0 and 1.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict.mask_mode">
+<span class="sig-name descname"><span class="pre">mask_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceMode" title="genai.types.MaskReferenceMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfigDict.mask_mode" title="Link to this definition">¶</a></dt>
+<dd><p>Prompts the model to generate a mask instead of you needing to
+provide one (unless MASK_MODE_USER_PROVIDED is used).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict.segmentation_classes">
+<span class="sig-name descname"><span class="pre">segmentation_classes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfigDict.segmentation_classes" title="Link to this definition">¶</a></dt>
+<dd><p>A list of up to 5 class ids to use for semantic segmentation.
+Automatically creates an image mask based on specific objects.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceImage</span></span><a class="headerlink" href="#genai.types.MaskReferenceImage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A mask reference image.</p>
+<p>This encapsulates either a mask image provided by the user and configs for
+the user provided mask, or only config parameters for the model to generate
+a mask.</p>
+<p>A mask image is an image whose non-zero values indicate where to edit the base
+image. If the user provides a mask image, the mask must be in the same
+dimensions as the raw image.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A mask reference image.\n\nThis encapsulates either a mask image provided by the user and configs for\nthe user provided mask, or only config parameters for the model to generate\na mask.\n\nA mask image is an image whose non-zero values indicate where to edit the base\nimage. If the user provides a mask image, the mask must be in the same\ndimensions as the raw image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the mask reference image.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maskImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Incremental server update generated by the model in response to client messages.\n\nContent is generated as quickly as possible, and not in real time. Clients\nmay choose to buffer and play it out in real time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelTurn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content that the model has generated as part of the current conversation with the user.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;turnComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Turncomplete&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;interrupted&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interrupted&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MaskReferenceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Mask reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GroundingMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used).&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;segmentationClasses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted &gt; turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generationcomplete&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segmentationclasses&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maskDilation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dilation percentage of the mask provided.\n      Float between 0 and 1.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maskdilation&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MaskReferenceMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the mask mode of a mask reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_DEFAULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_USER_PROVIDED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_BACKGROUND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_FOREGROUND&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MASK_MODE_SEMANTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.config" title="genai.types.MaskReferenceImage.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.MaskReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.mask_image_config" title="genai.types.MaskReferenceImage.mask_image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask_image_config</span> <span class="pre">(genai.types.MaskReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.reference_id" title="genai.types.MaskReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.reference_image" title="genai.types.MaskReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.reference_type" title="genai.types.MaskReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceConfig" title="genai.types.MaskReferenceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.config" title="Link to this definition">¶</a></dt>
+<dd><p>Re-map config to mask_reference_config to send to API.</p>
+<p>Configuration for the mask reference image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.mask_image_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask_image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[MaskReferenceConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maskImageConfig')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.mask_image_config" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.reference_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.reference_image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.reference_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceImageDict</span></span><a class="headerlink" href="#genai.types.MaskReferenceImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A mask reference image.</p>
+<p>This encapsulates either a mask image provided by the user and configs for
+the user provided mask, or only config parameters for the model to generate
+a mask.</p>
+<p>A mask image is an image whose non-zero values indicate where to edit the base
+image. If the user provides a mask image, the mask must be in the same
+dimensions as the raw image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.config">
+<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceConfigDict" title="genai.types.MaskReferenceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.config" title="Link to this definition">¶</a></dt>
+<dd><p>Configuration for the mask reference image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.reference_id">
+<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.reference_image">
+<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.reference_type">
+<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MaskReferenceMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Enum representing the mask mode of a mask reference image.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_BACKGROUND">
+<span class="sig-name descname"><span class="pre">MASK_MODE_BACKGROUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_BACKGROUND'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_BACKGROUND" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_DEFAULT">
+<span class="sig-name descname"><span class="pre">MASK_MODE_DEFAULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_DEFAULT'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_DEFAULT" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_FOREGROUND">
+<span class="sig-name descname"><span class="pre">MASK_MODE_FOREGROUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_FOREGROUND'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_FOREGROUND" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_SEMANTIC">
+<span class="sig-name descname"><span class="pre">MASK_MODE_SEMANTIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_SEMANTIC'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_SEMANTIC" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_USER_PROVIDED">
+<span class="sig-name descname"><span class="pre">MASK_MODE_USER_PROVIDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_USER_PROVIDED'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_USER_PROVIDED" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MatchOperation">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MatchOperation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MatchOperation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Match operation to use for evaluating rewards.</p>
+<p>This enum is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MatchOperation.EXACT_MATCH">
+<span class="sig-name descname"><span class="pre">EXACT_MATCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EXACT_MATCH'</span></em><a class="headerlink" href="#genai.types.MatchOperation.EXACT_MATCH" title="Link to this definition">¶</a></dt>
+<dd><p>The match operation returns <cite>true</cite> expression is an exact match of the target.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MatchOperation.MATCH_OPERATION_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MATCH_OPERATION_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MATCH_OPERATION_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MatchOperation.MATCH_OPERATION_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Default value. A user error will be returned if not set.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MatchOperation.PARTIAL_MATCH">
+<span class="sig-name descname"><span class="pre">PARTIAL_MATCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PARTIAL_MATCH'</span></em><a class="headerlink" href="#genai.types.MatchOperation.PARTIAL_MATCH" title="Link to this definition">¶</a></dt>
+<dd><p>The match operation returns <cite>true</cite> if expression is a substring of the target.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MatchOperation.REGEX_CONTAINS">
+<span class="sig-name descname"><span class="pre">REGEX_CONTAINS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REGEX_CONTAINS'</span></em><a class="headerlink" href="#genai.types.MatchOperation.REGEX_CONTAINS" title="Link to this definition">¶</a></dt>
+<dd><p>//cloud.google.com/bigquery/docs/reference/standard-sql/string_functions#regexp_contains) <cite>REGEX_CONTAINS(target, expression)</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Equivalent to [GoogleSQL](https</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.McpServer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">McpServer</span></span><a class="headerlink" href="#genai.types.McpServer" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A MCPServer is a server that can be called by the model to perform actions.</p>
+<p>It is a server that implements the MCP protocol. Next ID: 7. This data type is
+not supported in Vertex AI.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;outputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output transcription. The transcription is independent to the model\n      turn which means it doesn\u2019t imply any ordering between transcription and\n      model turn.\n      &quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContextMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata related to url context retrieval tool.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;turnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCompleteReason&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reason for the turn is complete.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;waitingForInput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -148358,42 +207622,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, indicates that the model is not generating content because\n      it is waiting for more input from the user, e.g. because it expects the\n      user to continue talking.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Waitingforinput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;interimInputTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Low latency transcription updated while the user is speaking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;interactionStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/InteractionStatus&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The current activity status of the live session. Always sent alongside `turn_complete`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerContent&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerGoAway&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server will not be able to service client soon.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;timeLeft&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -148403,141 +207648,558 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeleft&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerGoAway&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.\n\nOnly sent if `session_resumption` was set in the connection config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;newHandle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;New handle that represents state that can be resumed. Empty if `resumable`=false.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newhandle&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.McpServer.name" title="genai.types.McpServer.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.McpServer.streamable_http_transport" title="genai.types.McpServer.streamable_http_transport"><code class="xref py py-obj docutils literal notranslate"><span class="pre">streamable_http_transport</span> <span class="pre">(genai.types.StreamableHttpTransport</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.McpServer.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.McpServer.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the MCPServer.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.McpServer.streamable_http_transport">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">streamable_http_transport</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StreamableHttpTransport" title="genai.types.StreamableHttpTransport"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamableHttpTransport</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'streamableHttpTransport')</span></em><a class="headerlink" href="#genai.types.McpServer.streamable_http_transport" title="Link to this definition">¶</a></dt>
+<dd><p>A transport that can stream HTTP requests and responses.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.McpServerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">McpServerDict</span></span><a class="headerlink" href="#genai.types.McpServerDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A MCPServer is a server that can be called by the model to perform actions.</p>
+<p>It is a server that implements the MCP protocol. Next ID: 7. This data type is
+not supported in Vertex AI.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.McpServerDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.McpServerDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the MCPServer.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.McpServerDict.streamable_http_transport">
+<span class="sig-name descname"><span class="pre">streamable_http_transport</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StreamableHttpTransportDict" title="genai.types.StreamableHttpTransportDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamableHttpTransportDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.McpServerDict.streamable_http_transport" title="Link to this definition">¶</a></dt>
+<dd><p>A transport that can stream HTTP requests and responses.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MediaModality">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MediaModality</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MediaModality" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The modality that this token count applies to.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaModality.AUDIO">
+<span class="sig-name descname"><span class="pre">AUDIO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AUDIO'</span></em><a class="headerlink" href="#genai.types.MediaModality.AUDIO" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Part</cite> contains audio.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaModality.DOCUMENT">
+<span class="sig-name descname"><span class="pre">DOCUMENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DOCUMENT'</span></em><a class="headerlink" href="#genai.types.MediaModality.DOCUMENT" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Part</cite> contains a document, such as a PDF.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaModality.IMAGE">
+<span class="sig-name descname"><span class="pre">IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE'</span></em><a class="headerlink" href="#genai.types.MediaModality.IMAGE" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Part</cite> contains an image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaModality.MODALITY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MODALITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODALITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MediaModality.MODALITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>When a modality is not specified, it is treated as <cite>TEXT</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaModality.TEXT">
+<span class="sig-name descname"><span class="pre">TEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TEXT'</span></em><a class="headerlink" href="#genai.types.MediaModality.TEXT" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Part</cite> contains plain text.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaModality.VIDEO">
+<span class="sig-name descname"><span class="pre">VIDEO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VIDEO'</span></em><a class="headerlink" href="#genai.types.MediaModality.VIDEO" title="Link to this definition">¶</a></dt>
+<dd><p>The <cite>Part</cite> contains a video.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MediaProcessing">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MediaProcessing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MediaProcessing" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>How the model processes input media for understanding.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaProcessing.AGENTIC">
+<span class="sig-name descname"><span class="pre">AGENTIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AGENTIC'</span></em><a class="headerlink" href="#genai.types.MediaProcessing.AGENTIC" title="Link to this definition">¶</a></dt>
+<dd><p>Model-driven dynamic navigation. Recommended for most use cases.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaProcessing.MEDIA_PROCESSING_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MEDIA_PROCESSING_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_PROCESSING_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MediaProcessing.MEDIA_PROCESSING_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Default. Uses model-specific processing</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaProcessing.STATIC">
+<span class="sig-name descname"><span class="pre">STATIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATIC'</span></em><a class="headerlink" href="#genai.types.MediaProcessing.STATIC" title="Link to this definition">¶</a></dt>
+<dd><p>Fixed-rate frame extraction. All frames placed in context.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MediaResolution">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MediaResolution</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MediaResolution" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The media resolution to use.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_HIGH">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_HIGH'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to high (zoomed reframing with 256 tokens).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_LOW">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_LOW'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_LOW" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to low (64 tokens).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_MEDIUM">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_MEDIUM'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_MEDIUM" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to medium (256 tokens).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution has not been set</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Metric">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Metric</span></span><a class="headerlink" href="#genai.types.Metric" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The metric used for evaluation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metric&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;resumable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resumable&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;customFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customfunction&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastConsumedClientMessageIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt template for the metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerSetupComplete&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveGenerateContentSetup` message from the client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;sessionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The session id of the live session.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sessionid&quot;</span>
+<span class="w">      </span><span class="nt">&quot;judgeModelSystemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of the verified consent audio. This is populated when the\n      request has a ReplicatedVoiceConfig with consent_audio set, if the consent\n      verification was successful. This may be used in a subsequent request\n      instead of the consent_audio to verify the same consent.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSetupComplete&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The system instruction for the judge model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Judgemodelsysteminstruction&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request for the client to execute the `function_calls` and return the responses with the matching `id`s.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;functionCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The function call to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functioncalls&quot;</span>
+<span class="w">      </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the raw output from the judge model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LiveServerToolCallCancellation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\nIf there were side-effects to those tool calls, clients may attempt to undo\nthe tool calls. This message occurs only in cases where the clients interrupt\nserver turns.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ids&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ids of the tool calls to be cancelled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ids&quot;</span>
+<span class="w">      </span><span class="nt">&quot;parseAndReduceFn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parseandreducefn&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;aggregateSummaryFn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregatesummaryfn&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Metric.aggregate_summary_fn" title="genai.types.Metric.aggregate_summary_fn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aggregate_summary_fn</span> <span class="pre">(Callable[[...],</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.custom_function" title="genai.types.Metric.custom_function"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_function</span> <span class="pre">(Callable[[...],</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.judge_model_system_instruction" title="genai.types.Metric.judge_model_system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">judge_model_system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.name" title="genai.types.Metric.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.parse_and_reduce_fn" title="genai.types.Metric.parse_and_reduce_fn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parse_and_reduce_fn</span> <span class="pre">(Callable[[...],</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.prompt_template" title="genai.types.Metric.prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.return_raw_output" title="genai.types.Metric.return_raw_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">return_raw_output</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.aggregate_summary_fn">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aggregate_summary_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aggregateSummaryFn')</span></em><a class="headerlink" href="#genai.types.Metric.aggregate_summary_fn" title="Link to this definition">¶</a></dt>
+<dd><p>The aggregate summary function for the judge model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.custom_function">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customFunction')</span></em><a class="headerlink" href="#genai.types.Metric.custom_function" title="Link to this definition">¶</a></dt>
+<dd><p>The custom function that defines the end-to-end logic for metric computation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.judge_model_system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">judge_model_system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'judgeModelSystemInstruction')</span></em><a class="headerlink" href="#genai.types.Metric.judge_model_system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>The system instruction for the judge model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Metric.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the metric.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.parse_and_reduce_fn">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parse_and_reduce_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parseAndReduceFn')</span></em><a class="headerlink" href="#genai.types.Metric.parse_and_reduce_fn" title="Link to this definition">¶</a></dt>
+<dd><p>The parse and reduce function for the judge model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.prompt_template">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTemplate')</span></em><a class="headerlink" href="#genai.types.Metric.prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt template for the metric.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Metric.return_raw_output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'returnRawOutput')</span></em><a class="headerlink" href="#genai.types.Metric.return_raw_output" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to return the raw output from the judge model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Metric.model_post_init">
+<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span></em>, <em class="sig-param"><span class="positional-only-separator o"><abbr title="Positional-only parameter separator (PEP 570)"><span class="pre">/</span></abbr></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Metric.model_post_init" title="Link to this definition">¶</a></dt>
+<dd><p>This function is meant to behave like a BaseModel method to initialise private attributes.</p>
+<p>It takes context as an argument since that’s what pydantic-core passes when calling it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>self</strong> – The BaseModel instance.</p></li>
+<li><p><strong>context</strong> – The context.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Metric.to_yaml_file">
+<span class="sig-name descname"><span class="pre">to_yaml_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Metric.to_yaml_file" title="Link to this definition">¶</a></dt>
+<dd><p>Dumps the metric object to a YAML file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>file_path</strong> – The path to the YAML file.</p></li>
+<li><p><strong>version</strong> – Optional version string to include in the YAML output.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>ImportError</strong> – If the pyyaml library is not installed.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method pydantic_validator">
+<dt class="sig sig-object py" id="genai.types.Metric.validate_name">
+<em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validate_name</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">all</span> <span class="pre">fields</span></em><a class="headerlink" href="#genai.types.Metric.validate_name" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Metric" title="genai.types.Metric"><code class="xref py py-class docutils literal notranslate"><span class="pre">Metric</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MetricDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MetricDict</span></span><a class="headerlink" href="#genai.types.MetricDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The metric used for evaluation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.aggregate_summary_fn">
+<span class="sig-name descname"><span class="pre">aggregate_summary_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MetricDict.aggregate_summary_fn" title="Link to this definition">¶</a></dt>
+<dd><p>The aggregate summary function for the judge model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.custom_function">
+<span class="sig-name descname"><span class="pre">custom_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MetricDict.custom_function" title="Link to this definition">¶</a></dt>
+<dd><p>The custom function that defines the end-to-end logic for metric computation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.judge_model_system_instruction">
+<span class="sig-name descname"><span class="pre">judge_model_system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.judge_model_system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>The system instruction for the judge model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the metric.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.parse_and_reduce_fn">
+<span class="sig-name descname"><span class="pre">parse_and_reduce_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MetricDict.parse_and_reduce_fn" title="Link to this definition">¶</a></dt>
+<dd><p>The parse and reduce function for the judge model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.prompt_template">
+<span class="sig-name descname"><span class="pre">prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt template for the metric.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MetricDict.return_raw_output">
+<span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.return_raw_output" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to return the raw output from the judge model.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.Modality">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Modality</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Modality" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Server content modalities.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Modality.AUDIO">
+<span class="sig-name descname"><span class="pre">AUDIO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AUDIO'</span></em><a class="headerlink" href="#genai.types.Modality.AUDIO" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the model should return audio.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Modality.IMAGE">
+<span class="sig-name descname"><span class="pre">IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE'</span></em><a class="headerlink" href="#genai.types.Modality.IMAGE" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the model should return images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Modality.MODALITY_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MODALITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODALITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Modality.MODALITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>The modality is unspecified.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Modality.TEXT">
+<span class="sig-name descname"><span class="pre">TEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TEXT'</span></em><a class="headerlink" href="#genai.types.Modality.TEXT" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the model should return text</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.Modality.VIDEO">
+<span class="sig-name descname"><span class="pre">VIDEO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VIDEO'</span></em><a class="headerlink" href="#genai.types.Modality.VIDEO" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the model should return video.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ModalityTokenCount">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModalityTokenCount</span></span><a class="headerlink" href="#genai.types.ModalityTokenCount" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Represents a breakdown of token usage by modality.</p>
+<p>This message is used in CountTokensResponse and
+GenerateContentResponse.UsageMetadata to provide a detailed view of how many
+tokens are used by each modality (e.g., text, image, video) in a request. This
+is particularly useful for multimodal models, allowing you to track and manage
+token consumption for billing and quota purposes.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCallCancellation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -148550,150 +208212,375 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ModalityTokenCount.modality" title="genai.types.ModalityTokenCount.modality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">modality</span> <span class="pre">(genai.types.MediaModality</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModalityTokenCount.token_count" title="genai.types.ModalityTokenCount.token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ModalityTokenCount.modality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">modality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaModality" title="genai.types.MediaModality"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaModality</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ModalityTokenCount.modality" title="Link to this definition">¶</a></dt>
+<dd><p>The modality that this token count applies to.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ModalityTokenCount.token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenCount')</span></em><a class="headerlink" href="#genai.types.ModalityTokenCount.token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The number of tokens counted for this modality.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ModalityTokenCountDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModalityTokenCountDict</span></span><a class="headerlink" href="#genai.types.ModalityTokenCountDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Represents a breakdown of token usage by modality.</p>
+<p>This message is used in CountTokensResponse and
+GenerateContentResponse.UsageMetadata to provide a detailed view of how many
+tokens are used by each modality (e.g., text, image, video) in a request. This
+is particularly useful for multimodal models, allowing you to track and manage
+token consumption for billing and quota purposes.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModalityTokenCountDict.modality">
+<span class="sig-name descname"><span class="pre">modality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaModality" title="genai.types.MediaModality"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaModality</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModalityTokenCountDict.modality" title="Link to this definition">¶</a></dt>
+<dd><p>The modality that this token count applies to.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModalityTokenCountDict.token_count">
+<span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModalityTokenCountDict.token_count" title="Link to this definition">¶</a></dt>
+<dd><p>The number of tokens counted for this modality.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Model">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Model</span></span><a class="headerlink" href="#genai.types.Model" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A trained machine learning model.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A trained machine learning model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Display name of the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;version&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;endpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Endpoint&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoints&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to organize your models.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelInfo&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about the tuned model from the base model.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;inputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of input tokens that the model can handle.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputtokenlimit&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of output tokens that the model can generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputtokenlimit&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;supportedActions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of actions that are supported by the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supportedactions&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;defaultCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The default checkpoint id of a model version.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaultcheckpointid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Checkpoint&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints of the model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature value used for sampling set when the dataset was saved.\n      This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxTemperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum temperature value used for sampling set when the\n      dataset was saved. This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtemperature&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModalityTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model\n      considers only the smallest set of tokens whose cumulative probability is\n      at least `top_p`. This helps generate more diverse and less repetitive\n      responses. For example, a `top_p` of 0.9 means the model considers tokens\n      until the cumulative probability of the tokens to select from reaches 0.9.\n      It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model\n      considers only the top k most probable tokens for the next token. This can\n      be useful for generating more coherent and less random text. For example,\n      a `top_k` of 40 means the model will choose the next word from the 40 most\n      likely words.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;thinking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the model supports thinking features. If true, thoughts are\n      returned only if the model supports thought and thoughts are available.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinking&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Checkpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the machine learning model version checkpoint.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An endpoint where you deploy models.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -148703,26 +208590,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;deployedModelId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -148730,150 +208603,506 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model that&#39;s deployed to the endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deployedmodelid&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuned machine learning model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the base model that you want to tune.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Model.checkpoints" title="genai.types.Model.checkpoints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoints</span> <span class="pre">(list[genai.types.Checkpoint]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.default_checkpoint_id" title="genai.types.Model.default_checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default_checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.description" title="genai.types.Model.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.display_name" title="genai.types.Model.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.endpoints" title="genai.types.Model.endpoints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoints</span> <span class="pre">(list[genai.types.Endpoint]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.input_token_limit" title="genai.types.Model.input_token_limit"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_token_limit</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.labels" title="genai.types.Model.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.max_temperature" title="genai.types.Model.max_temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.name" title="genai.types.Model.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.output_token_limit" title="genai.types.Model.output_token_limit"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_token_limit</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.supported_actions" title="genai.types.Model.supported_actions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">supported_actions</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.temperature" title="genai.types.Model.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.thinking" title="genai.types.Model.thinking"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.top_k" title="genai.types.Model.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.top_p" title="genai.types.Model.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.tuned_model_info" title="genai.types.Model.tuned_model_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_model_info</span> <span class="pre">(genai.types.TunedModelInfo</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Model.version" title="genai.types.Model.version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">version</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.checkpoints">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Checkpoint" title="genai.types.Checkpoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">Checkpoint</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.checkpoints" title="Link to this definition">¶</a></dt>
+<dd><p>The checkpoints of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.default_checkpoint_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">default_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'defaultCheckpointId')</span></em><a class="headerlink" href="#genai.types.Model.default_checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The default checkpoint id of a model version.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.description">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.description" title="Link to this definition">¶</a></dt>
+<dd><p>Description of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.display_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.Model.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Display name of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.endpoints">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Endpoint" title="genai.types.Endpoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">Endpoint</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.endpoints" title="Link to this definition">¶</a></dt>
+<dd><p>List of deployed models created from this base model. Note that a
+model could have been deployed to endpoints in different locations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.input_token_limit">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputTokenLimit')</span></em><a class="headerlink" href="#genai.types.Model.input_token_limit" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of input tokens that the model can handle.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.labels" title="Link to this definition">¶</a></dt>
+<dd><p>Labels with user-defined metadata to organize your models.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.max_temperature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxTemperature')</span></em><a class="headerlink" href="#genai.types.Model.max_temperature" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum temperature value used for sampling set when the
+dataset was saved. This value is used to tune the degree of randomness.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.name" title="Link to this definition">¶</a></dt>
+<dd><p>Resource name of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.output_token_limit">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputTokenLimit')</span></em><a class="headerlink" href="#genai.types.Model.output_token_limit" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of output tokens that the model can generate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.supported_actions">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">supported_actions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'supportedActions')</span></em><a class="headerlink" href="#genai.types.Model.supported_actions" title="Link to this definition">¶</a></dt>
+<dd><p>List of actions that are supported by the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.temperature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Temperature value used for sampling set when the dataset was saved.
+This value is used to tune the degree of randomness.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.thinking">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.thinking" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the model supports thinking features. If true, thoughts are
+returned only if the model supports thought and thoughts are available.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.Model.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the top-k sampling threshold. The model
+considers only the top k most probable tokens for the next token. This can
+be useful for generating more coherent and less random text. For example,
+a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most
+likely words.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.top_p">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.Model.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the nucleus sampling threshold. The model
+considers only the smallest set of tokens whose cumulative probability is
+at least <cite>top_p</cite>. This helps generate more diverse and less repetitive
+responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens
+until the cumulative probability of the tokens to select from reaches 0.9.
+It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.tuned_model_info">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_model_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelInfo" title="genai.types.TunedModelInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelInfo</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedModelInfo')</span></em><a class="headerlink" href="#genai.types.Model.tuned_model_info" title="Link to this definition">¶</a></dt>
+<dd><p>Information about the tuned model from the base model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Model.version">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.version" title="Link to this definition">¶</a></dt>
+<dd><p>Version ID of the model. A new version is committed when a new
+model version is uploaded or trained under an existing model ID. The
+version ID is an auto-incrementing decimal number in string
+representation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ModelArmorConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelArmorConfig</span></span><a class="headerlink" href="#genai.types.ModelArmorConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Configuration for Model Armor.</p>
+<p>Model Armor is a Google Cloud service that provides safety and security
+filtering for prompts and responses. It helps protect your AI applications
+from risks such as harmful content, sensitive data leakage, and prompt
+injection attacks. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">      </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ModelArmorConfig.prompt_template_name" title="genai.types.ModelArmorConfig.prompt_template_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_template_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelArmorConfig.response_template_name" title="genai.types.ModelArmorConfig.response_template_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_template_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ModelArmorConfig.prompt_template_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTemplateName')</span></em><a class="headerlink" href="#genai.types.ModelArmorConfig.prompt_template_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user’s prompt for safety and security risks before it is sent to the model. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ModelArmorConfig.response_template_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseTemplateName')</span></em><a class="headerlink" href="#genai.types.ModelArmorConfig.response_template_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model’s response for safety and security risks before it is returned to the user. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ModelArmorConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelArmorConfigDict</span></span><a class="headerlink" href="#genai.types.ModelArmorConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for Model Armor.</p>
+<p>Model Armor is a Google Cloud service that provides safety and security
+filtering for prompts and responses. It helps protect your AI applications
+from risks such as harmful content, sensitive data leakage, and prompt
+injection attacks. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelArmorConfigDict.prompt_template_name">
+<span class="sig-name descname"><span class="pre">prompt_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelArmorConfigDict.prompt_template_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user’s prompt for safety and security risks before it is sent to the model. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelArmorConfigDict.response_template_name">
+<span class="sig-name descname"><span class="pre">response_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelArmorConfigDict.response_template_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model’s response for safety and security risks before it is returned to the user. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ModelContent">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelContent</span></span><a class="headerlink" href="#genai.types.ModelContent" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a></p>
+<p>ModelContent facilitates the creation of a Content object with a model role.</p>
+<p>Example usages:</p>
+<ul>
+<li><p>Create a model Content object with a string:
+model_content = ModelContent(“Why is the sky blue?”)</p></li>
+<li><p>Create a model Content object with a file data Part object:
+model_content = ModelContent(Part.from_uri(file_uri=”gs://bucket/file.txt”,
+mime_type=”text/plain”))</p></li>
+<li><p>Create a model Content object with byte data Part object:
+model_content = ModelContent(Part.from_bytes(data=b”Hello, World!”,
+mime_type=”text/plain”))</p>
+<p>You can create a model Content object using other classmethods in the Part
+class as well.
+You can also create a model Content using a list of Part objects or strings.</p>
+</li>
+</ul>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelContent&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelContent facilitates the creation of a Content object with a model role.\n\nExample usages:\n\n- Create a model Content object with a string:\n  model_content = ModelContent(\&quot;Why is the sky blue?\&quot;)\n- Create a model Content object with a file data Part object:\n  model_content = ModelContent(Part.from_uri(file_uri=\&quot;gs://bucket/file.txt\&quot;,\n  mime_type=\&quot;text/plain\&quot;))\n- Create a model Content object with byte data Part object:\n  model_content = ModelContent(Part.from_bytes(data=b\&quot;Hello, World!\&quot;,\n  mime_type=\&quot;text/plain\&quot;))\n\n  You can create a model Content object using other classmethods in the Part\n  class as well.\n  You can also create a model Content using a list of Part objects or strings.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;model&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;model&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -148883,13 +209112,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -148897,23 +209125,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -148923,43 +209158,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunk&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -148969,23 +209192,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -148995,73 +209217,65 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned to client when grounding is enabled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;googleSearchDynamicRetrievalScore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Score indicating how likely information from google\n      search could help answer the prompt. The score is in the range [0, 1],\n      where 0 is the least likely and 1 is the most likely. This score is only\n      populated when google search grounding and dynamic retrieval is enabled.\n      It will be compared to the threshold to determine whether to trigger\n      Google search.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Googlesearchdynamicretrievalscore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchEntryPoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The entry point used to search for grounding sources.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;renderedContent&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -149071,149 +209285,114 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Web content snippet that can be embedded in a web page\n      or an app webview.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Renderedcontent&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sdkBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. JSON representing array of tuples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sdkblob&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchEntryPoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Segment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment of the content this support belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;startIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Start index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, inclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. End index in the given Part, measured in bytes.\n\n      Offset from the start of the Part, exclusive, starting at zero.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The index of a Part object within its parent\n      Content object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partindex&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The text corresponding to the segment from the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ServiceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pricing and performance service tier.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;unspecified&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;flex&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;standard&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;priority&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ServiceTier&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -149224,20 +209403,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -149250,44 +209430,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TrafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nThe traffic type for this request. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TRAFFIC_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -149297,23 +209451,24 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -149323,10 +209478,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -149336,431 +209499,381 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TurnCompleteReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reason why the turn is complete.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TURN_COMPLETE_REASON_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MALFORMED_FUNCTION_CALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_REJECTED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NEED_MORE_INPUT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_PROHIBITED_INPUT_CONTENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_TEXT_NCII_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INPUT_IP_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNSAFE_PROMPT_FOR_IMAGE_GENERATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_AUDIO_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_VIDEO_SAFETY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_CONTENT_BLOCKLIST&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_CELEBRITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_IDENTIFIABLE_PEOPLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_IMAGE_MINORS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTPUT_IMAGE_IP_PROHIBITED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED_OTHER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MAX_REGENERATION_REACHED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCompleteReason&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContextMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata returned when the model uses the `url_context` tool to get information from a user-provided URL.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;urlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlMetadata&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A list of URL metadata, with one entry for each URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Urlmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContextMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The metadata for a single URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;retrievedUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The URL retrieved by the tool.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrievedurl&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;urlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlRetrievalStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlRetrievalStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the URL retrieval.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_SUCCESS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_ERROR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_PAYWALL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_RETRIEVAL_STATUS_UNSAFE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlRetrievalStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UsageMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Usage metadata about response(s).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;promptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens in the prompt. This includes any text, images, or other media provided in the request. When `cached_content` is set, this also includes the number of tokens in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cachedContentTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the cached content that was used for this request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachedcontenttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Total number of tokens across all the generated response candidates.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens in the results from tool executions, which are provided back to the model as input, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtsTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The number of tokens that were part of the model&#39;s generated \&quot;thoughts\&quot; output, if applicable.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtstokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The total number of tokens for the entire request. This is the sum of `prompt_token_count`, `candidates_token_count`, `tool_use_prompt_token_count`, and `thoughts_token_count`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;promptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cacheTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown of the token count for each modality in the cached content.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cachetokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of modalities that were returned in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolUsePromptTokensDetails&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModalityTokenCount&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A detailed breakdown by modality of the token counts from the results of tool executions, which are provided back to the model as input.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tooluseprompttokensdetails&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;trafficType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TrafficType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The traffic type for this request. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceTier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ServiceTier&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Service tier of the request. This field is not supported in Vertex AI.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UsageMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VadSignalType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the VAD signal.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;VAD_SIGNAL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VAD_SIGNAL_TYPE_SOS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VAD_SIGNAL_TYPE_EOS&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VadSignalType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceActivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voice activity signal.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceActivityType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceActivityType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the voice activity signal.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time voice activity detected in audio time, relative to the start of the audio stream.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiooffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceActivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceActivityDetectionSignal&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;vadSignalType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VadSignalType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the VAD signal.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceActivityDetectionSignal&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceActivityType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the voice activity signal.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVITY_START&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVITY_END&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceActivityType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -149770,18 +209883,71 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -149791,446 +209957,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.go_away" title="genai.types.LiveServerMessage.go_away"><code class="xref py py-obj docutils literal notranslate"><span class="pre">go_away</span> <span class="pre">(genai.types.LiveServerGoAway</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.server_content" title="genai.types.LiveServerMessage.server_content"><code class="xref py py-obj docutils literal notranslate"><span class="pre">server_content</span> <span class="pre">(genai.types.LiveServerContent</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.session_resumption_update" title="genai.types.LiveServerMessage.session_resumption_update"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_resumption_update</span> <span class="pre">(genai.types.LiveServerSessionResumptionUpdate</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.setup_complete" title="genai.types.LiveServerMessage.setup_complete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_complete</span> <span class="pre">(genai.types.LiveServerSetupComplete</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.tool_call" title="genai.types.LiveServerMessage.tool_call"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_call</span> <span class="pre">(genai.types.LiveServerToolCall</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.tool_call_cancellation" title="genai.types.LiveServerMessage.tool_call_cancellation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_call_cancellation</span> <span class="pre">(genai.types.LiveServerToolCallCancellation</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.usage_metadata" title="genai.types.LiveServerMessage.usage_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">usage_metadata</span> <span class="pre">(genai.types.UsageMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.voice_activity" title="genai.types.LiveServerMessage.voice_activity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_activity</span> <span class="pre">(genai.types.VoiceActivity</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerMessage.voice_activity_detection_signal" title="genai.types.LiveServerMessage.voice_activity_detection_signal"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_activity_detection_signal</span> <span class="pre">(genai.types.VoiceActivityDetectionSignal</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.go_away">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">go_away</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerGoAway" title="genai.types.LiveServerGoAway"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerGoAway</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'goAway')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.go_away" title="Link to this definition">¶</a></dt>
-<dd><p>Server will disconnect soon.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.server_content">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerContent" title="genai.types.LiveServerContent"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerContent</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'serverContent')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.server_content" title="Link to this definition">¶</a></dt>
-<dd><p>Content generated by the model in response to client messages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.session_resumption_update">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_resumption_update</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate" title="genai.types.LiveServerSessionResumptionUpdate"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSessionResumptionUpdate</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionResumptionUpdate')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.session_resumption_update" title="Link to this definition">¶</a></dt>
-<dd><p>Update of the session resumption state.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.setup_complete">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSetupComplete" title="genai.types.LiveServerSetupComplete"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSetupComplete</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'setupComplete')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.setup_complete" title="Link to this definition">¶</a></dt>
-<dd><p>Sent in response to a <cite>LiveClientSetup</cite> message from the client.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.tool_call">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCall" title="genai.types.LiveServerToolCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCall</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolCall')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.tool_call" title="Link to this definition">¶</a></dt>
-<dd><p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id56"><span class="problematic" id="id57">`</span></a>id`s.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.tool_call_cancellation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_call_cancellation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCallCancellation" title="genai.types.LiveServerToolCallCancellation"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCallCancellation</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolCallCancellation')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.tool_call_cancellation" title="Link to this definition">¶</a></dt>
-<dd><p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id58"><span class="problematic" id="id59">`</span></a>id`s should have been not executed and should be cancelled.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.usage_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UsageMetadata" title="genai.types.UsageMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">UsageMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'usageMetadata')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.usage_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Usage metadata about model response(s).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.voice_activity">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_activity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivity" title="genai.types.VoiceActivity"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivity</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceActivity')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.voice_activity" title="Link to this definition">¶</a></dt>
-<dd><p>Voice activity signal.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.voice_activity_detection_signal">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_activity_detection_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivityDetectionSignal" title="genai.types.VoiceActivityDetectionSignal"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivityDetectionSignal</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceActivityDetectionSignal')</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.voice_activity_detection_signal" title="Link to this definition">¶</a></dt>
-<dd><p>Voice activity detection signal. Allowlisted only.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.data">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.data" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the concatenation of all inline data parts in the response.</p>
-<p>If there are non-data parts in the response, only the concatenated data
-result from the data parts will be returned.</p>
-</dd></dl>
-
-<dl class="py property">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessage.text">
-<em class="property"><span class="k"><span class="pre">property</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerMessage.text" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the concatenation of all text parts in the response.</p>
-<p>If there are non-text parts in the response, only the concatenated text
-result from text parts will be returned.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerMessageDict</span></span><a class="headerlink" href="#genai.types.LiveServerMessageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response message for API call.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.go_away">
-<span class="sig-name descname"><span class="pre">go_away</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerGoAwayDict" title="genai.types.LiveServerGoAwayDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerGoAwayDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.go_away" title="Link to this definition">¶</a></dt>
-<dd><p>Server will disconnect soon.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.server_content">
-<span class="sig-name descname"><span class="pre">server_content</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerContentDict" title="genai.types.LiveServerContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.server_content" title="Link to this definition">¶</a></dt>
-<dd><p>Content generated by the model in response to client messages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.session_resumption_update">
-<span class="sig-name descname"><span class="pre">session_resumption_update</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdateDict" title="genai.types.LiveServerSessionResumptionUpdateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSessionResumptionUpdateDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.session_resumption_update" title="Link to this definition">¶</a></dt>
-<dd><p>Update of the session resumption state.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.setup_complete">
-<span class="sig-name descname"><span class="pre">setup_complete</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerSetupCompleteDict" title="genai.types.LiveServerSetupCompleteDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerSetupCompleteDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.setup_complete" title="Link to this definition">¶</a></dt>
-<dd><p>Sent in response to a <cite>LiveClientSetup</cite> message from the client.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.tool_call">
-<span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCallDict" title="genai.types.LiveServerToolCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCallDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.tool_call" title="Link to this definition">¶</a></dt>
-<dd><p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id60"><span class="problematic" id="id61">`</span></a>id`s.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.tool_call_cancellation">
-<span class="sig-name descname"><span class="pre">tool_call_cancellation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LiveServerToolCallCancellationDict" title="genai.types.LiveServerToolCallCancellationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LiveServerToolCallCancellationDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.tool_call_cancellation" title="Link to this definition">¶</a></dt>
-<dd><p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id62"><span class="problematic" id="id63">`</span></a>id`s should have been not executed and should be cancelled.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.usage_metadata">
-<span class="sig-name descname"><span class="pre">usage_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UsageMetadataDict" title="genai.types.UsageMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UsageMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.usage_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Usage metadata about model response(s).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.voice_activity">
-<span class="sig-name descname"><span class="pre">voice_activity</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivityDict" title="genai.types.VoiceActivityDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivityDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.voice_activity" title="Link to this definition">¶</a></dt>
-<dd><p>Voice activity signal.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerMessageDict.voice_activity_detection_signal">
-<span class="sig-name descname"><span class="pre">voice_activity_detection_signal</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceActivityDetectionSignalDict" title="genai.types.VoiceActivityDetectionSignalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceActivityDetectionSignalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerMessageDict.voice_activity_detection_signal" title="Link to this definition">¶</a></dt>
-<dd><p>Voice activity detection signal. Allowlisted only.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSessionResumptionUpdate</span></span><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Update of the session resumption state.</p>
-<p>Only sent if <cite>session_resumption</cite> was set in the connection config.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSessionResumptionUpdate&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Update of the session resumption state.\n\nOnly sent if `session_resumption` was set in the connection config.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;newHandle&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;New handle that represents state that can be resumed. Empty if `resumable`=false.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Newhandle&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;resumable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resumable&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;lastConsumedClientMessageIndex&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames are likely not needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastconsumedclientmessageindex&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index" title="genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index"><code class="xref py py-obj docutils literal notranslate"><span class="pre">last_consumed_client_message_index</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate.new_handle" title="genai.types.LiveServerSessionResumptionUpdate.new_handle"><code class="xref py py-obj docutils literal notranslate"><span class="pre">new_handle</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerSessionResumptionUpdate.resumable" title="genai.types.LiveServerSessionResumptionUpdate.resumable"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resumable</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_consumed_client_message_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastConsumedClientMessageIndex')</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index" title="Link to this definition">¶</a></dt>
-<dd><p>Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when <cite>SessionResumptionConfig.transparent</cite> is set.</p>
-<p>Presence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last <cite>SessionResumptionTokenUpdate</cite>. This field will enable them to limit buffering (avoid keeping all requests in RAM).</p>
-<p>Note: This should not be used for when resuming a session at some time later – in those cases partial audio and video frames are likely not needed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate.new_handle">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">new_handle</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'newHandle')</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate.new_handle" title="Link to this definition">¶</a></dt>
-<dd><p>New handle that represents state that can be resumed. Empty if <a href="#id64"><span class="problematic" id="id65">`</span></a>resumable`=false.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdate.resumable">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resumable</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdate.resumable" title="Link to this definition">¶</a></dt>
-<dd><p>True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSessionResumptionUpdateDict</span></span><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Update of the session resumption state.</p>
-<p>Only sent if <cite>session_resumption</cite> was set in the connection config.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict.last_consumed_client_message_index">
-<span class="sig-name descname"><span class="pre">last_consumed_client_message_index</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict.last_consumed_client_message_index" title="Link to this definition">¶</a></dt>
-<dd><p>Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when <cite>SessionResumptionConfig.transparent</cite> is set.</p>
-<p>Presence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last <cite>SessionResumptionTokenUpdate</cite>. This field will enable them to limit buffering (avoid keeping all requests in RAM).</p>
-<p>Note: This should not be used for when resuming a session at some time later – in those cases partial audio and video frames are likely not needed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict.new_handle">
-<span class="sig-name descname"><span class="pre">new_handle</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict.new_handle" title="Link to this definition">¶</a></dt>
-<dd><p>New handle that represents state that can be resumed. Empty if <a href="#id66"><span class="problematic" id="id67">`</span></a>resumable`=false.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerSessionResumptionUpdateDict.resumable">
-<span class="sig-name descname"><span class="pre">resumable</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSessionResumptionUpdateDict.resumable" title="Link to this definition">¶</a></dt>
-<dd><p>True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerSetupComplete">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSetupComplete</span></span><a class="headerlink" href="#genai.types.LiveServerSetupComplete" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Sent in response to a <cite>LiveGenerateContentSetup</cite> message from the client.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerSetupComplete&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sent in response to a `LiveGenerateContentSetup` message from the client.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sessionId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The session id of the live session.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sessionid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of the verified consent audio. This is populated when the\n      request has a ReplicatedVoiceConfig with consent_audio set, if the consent\n      verification was successful. This may be used in a subsequent request\n      instead of the consent_audio to verify the same consent.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -150240,119 +210004,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerSetupComplete.session_id" title="genai.types.LiveServerSetupComplete.session_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">session_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LiveServerSetupComplete.voice_consent_signature" title="genai.types.LiveServerSetupComplete.voice_consent_signature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_consent_signature</span> <span class="pre">(genai.types.VoiceConsentSignature</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerSetupComplete.session_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">session_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sessionId')</span></em><a class="headerlink" href="#genai.types.LiveServerSetupComplete.session_id" title="Link to this definition">¶</a></dt>
-<dd><p>The session id of the live session.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerSetupComplete.voice_consent_signature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_consent_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceConsentSignature" title="genai.types.VoiceConsentSignature"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceConsentSignature</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceConsentSignature')</span></em><a class="headerlink" href="#genai.types.LiveServerSetupComplete.voice_consent_signature" title="Link to this definition">¶</a></dt>
-<dd><p>Signature of the verified consent audio. This is populated when the
-request has a ReplicatedVoiceConfig with consent_audio set, if the consent
-verification was successful. This may be used in a subsequent request
-instead of the consent_audio to verify the same consent.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerSetupCompleteDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerSetupCompleteDict</span></span><a class="headerlink" href="#genai.types.LiveServerSetupCompleteDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Sent in response to a <cite>LiveGenerateContentSetup</cite> message from the client.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerSetupCompleteDict.session_id">
-<span class="sig-name descname"><span class="pre">session_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSetupCompleteDict.session_id" title="Link to this definition">¶</a></dt>
-<dd><p>The session id of the live session.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerSetupCompleteDict.voice_consent_signature">
-<span class="sig-name descname"><span class="pre">voice_consent_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VoiceConsentSignatureDict" title="genai.types.VoiceConsentSignatureDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VoiceConsentSignatureDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LiveServerSetupCompleteDict.voice_consent_signature" title="Link to this definition">¶</a></dt>
-<dd><p>Signature of the verified consent audio. This is populated when the
-request has a ReplicatedVoiceConfig with consent_audio set, if the consent
-verification was successful. This may be used in a subsequent request
-instead of the consent_audio to verify the same consent.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCall">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCall</span></span><a class="headerlink" href="#genai.types.LiveServerToolCall" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id68"><span class="problematic" id="id69">`</span></a>id`s.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCall&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Request for the client to execute the `function_calls` and return the responses with the matching `id`s.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;functionCalls&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The function call to be executed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functioncalls&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -150362,24 +210065,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -150389,76 +210091,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -150466,23 +210167,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -150492,45 +210201,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="s2">&quot;parts&quot;</span>
+<span class="w">   </span><span class="p">]</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerToolCall.function_calls" title="genai.types.LiveServerToolCall.function_calls"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_calls</span> <span class="pre">(list[genai.types.FunctionCall]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelContent.parts" title="genai.types.ModelContent.parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parts</span> <span class="pre">(list[genai.types.Part])</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelContent.role" title="genai.types.ModelContent.role"><code class="xref py py-obj docutils literal notranslate"><span class="pre">role</span> <span class="pre">(Literal['model'])</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCall.function_calls">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCall" title="genai.types.FunctionCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCall</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionCalls')</span></em><a class="headerlink" href="#genai.types.LiveServerToolCall.function_calls" title="Link to this definition">¶</a></dt>
-<dd><p>The function call to be executed.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ModelContent.parts">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#genai.types.ModelContent.parts" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -150539,61 +210251,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellation">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCallCancellation</span></span><a class="headerlink" href="#genai.types.LiveServerToolCallCancellation" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id70"><span class="problematic" id="id71">`</span></a>id`s should have been not executed and should be cancelled.</p>
-<p>If there were side-effects to those tool calls, clients may attempt to undo
-the tool calls. This message occurs only in cases where the clients interrupt
-server turns.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LiveServerToolCallCancellation&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\nIf there were side-effects to those tool calls, clients may attempt to undo\nthe tool calls. This message occurs only in cases where the clients interrupt\nserver turns.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ids&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ids of the tool calls to be cancelled.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ids&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LiveServerToolCallCancellation.ids" title="genai.types.LiveServerToolCallCancellation.ids"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ids</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellation.ids">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ids</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LiveServerToolCallCancellation.ids" title="Link to this definition">¶</a></dt>
-<dd><p>The ids of the tool calls to be cancelled.</p>
-<dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.ModelContent.role">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">role</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'model'</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'model'</span></em><a class="headerlink" href="#genai.types.ModelContent.role" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -150605,477 +210266,169 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellationDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCallCancellationDict</span></span><a class="headerlink" href="#genai.types.LiveServerToolCallCancellationDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ModelDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelDict</span></span><a class="headerlink" href="#genai.types.ModelDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Notification for the client that a previously issued <cite>ToolCallMessage</cite> with the specified <a href="#id72"><span class="problematic" id="id73">`</span></a>id`s should have been not executed and should be cancelled.</p>
-<p>If there were side-effects to those tool calls, clients may attempt to undo
-the tool calls. This message occurs only in cases where the clients interrupt
-server turns.</p>
+<p>A trained machine learning model.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCallCancellationDict.ids">
-<span class="sig-name descname"><span class="pre">ids</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveServerToolCallCancellationDict.ids" title="Link to this definition">¶</a></dt>
-<dd><p>The ids of the tool calls to be cancelled.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.ModelDict.checkpoints">
+<span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CheckpointDict" title="genai.types.CheckpointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CheckpointDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.checkpoints" title="Link to this definition">¶</a></dt>
+<dd><p>The checkpoints of the model.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCallDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LiveServerToolCallDict</span></span><a class="headerlink" href="#genai.types.LiveServerToolCallDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Request for the client to execute the <cite>function_calls</cite> and return the responses with the matching <a href="#id74"><span class="problematic" id="id75">`</span></a>id`s.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LiveServerToolCallDict.function_calls">
-<span class="sig-name descname"><span class="pre">function_calls</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallDict" title="genai.types.FunctionCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LiveServerToolCallDict.function_calls" title="Link to this definition">¶</a></dt>
-<dd><p>The function call to be executed.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.ModelDict.default_checkpoint_id">
+<span class="sig-name descname"><span class="pre">default_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.default_checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The default checkpoint id of a model version.</p>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LogprobsResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResult</span></span><a class="headerlink" href="#genai.types.LogprobsResult" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The log probabilities of the tokens generated by the model.</p>
-<p>This is useful for understanding the model’s confidence in its predictions and
-for debugging. For example, you can use log probabilities to identify when the
-model is making a less confident prediction or to explore alternative
-responses that the model considered. A low log probability can also indicate
-that the model is “hallucinating” or generating factually incorrect
-information.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probabilities of the tokens generated by the model.\n\nThis is useful for understanding the model&#39;s confidence in its predictions and\nfor debugging. For example, you can use log probabilities to identify when the\nmodel is making a less confident prediction or to explore alternative\nresponses that the model considered. A low log probability can also indicate\nthat the model is \&quot;hallucinating\&quot; or generating factually incorrect\ninformation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;chosenCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in `top_candidates`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chosencandidates&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultTopCandidates&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topcandidates&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;logProbabilitySum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum of log probabilities for all tokens. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobabilitysum&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LogprobsResult.chosen_candidates" title="genai.types.LogprobsResult.chosen_candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">chosen_candidates</span> <span class="pre">(list[genai.types.LogprobsResultCandidate]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LogprobsResult.log_probability_sum" title="genai.types.LogprobsResult.log_probability_sum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_probability_sum</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LogprobsResult.top_candidates" title="genai.types.LogprobsResult.top_candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_candidates</span> <span class="pre">(list[genai.types.LogprobsResultTopCandidates]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResult.chosen_candidates">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chosen_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidate" title="genai.types.LogprobsResultCandidate"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidate</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'chosenCandidates')</span></em><a class="headerlink" href="#genai.types.LogprobsResult.chosen_candidates" title="Link to this definition">¶</a></dt>
-<dd><p>A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in <cite>top_candidates</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.description">
+<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.description" title="Link to this definition">¶</a></dt>
+<dd><p>Description of the model.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResult.log_probability_sum">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">log_probability_sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'logProbabilitySum')</span></em><a class="headerlink" href="#genai.types.LogprobsResult.log_probability_sum" title="Link to this definition">¶</a></dt>
-<dd><p>Sum of log probabilities for all tokens. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.display_name">
+<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.display_name" title="Link to this definition">¶</a></dt>
+<dd><p>Display name of the model.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResult.top_candidates">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultTopCandidates" title="genai.types.LogprobsResultTopCandidates"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultTopCandidates</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topCandidates')</span></em><a class="headerlink" href="#genai.types.LogprobsResult.top_candidates" title="Link to this definition">¶</a></dt>
-<dd><p>A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.endpoints">
+<span class="sig-name descname"><span class="pre">endpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EndpointDict" title="genai.types.EndpointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EndpointDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.endpoints" title="Link to this definition">¶</a></dt>
+<dd><p>List of deployed models created from this base model. Note that a
+model could have been deployed to endpoints in different locations.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.input_token_limit">
+<span class="sig-name descname"><span class="pre">input_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.input_token_limit" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of input tokens that the model can handle.</p>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultCandidate</span></span><a class="headerlink" href="#genai.types.LogprobsResultCandidate" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A single token and its associated log probability.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LogprobsResultCandidate.log_probability" title="genai.types.LogprobsResultCandidate.log_probability"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_probability</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LogprobsResultCandidate.token" title="genai.types.LogprobsResultCandidate.token"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.LogprobsResultCandidate.token_id" title="genai.types.LogprobsResultCandidate.token_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate.log_probability">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">log_probability</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'logProbability')</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidate.log_probability" title="Link to this definition">¶</a></dt>
-<dd><p>The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>Labels with user-defined metadata to organize your models.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate.token">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidate.token" title="Link to this definition">¶</a></dt>
-<dd><p>The token’s string representation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.max_temperature">
+<span class="sig-name descname"><span class="pre">max_temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.max_temperature" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum temperature value used for sampling set when the
+dataset was saved. This value is used to tune the degree of randomness.</p>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidate.token_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenId')</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidate.token_id" title="Link to this definition">¶</a></dt>
-<dd><p>The token’s numerical ID. While the <cite>token</cite> field provides the string representation of the token, the <cite>token_id</cite> is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model’s vocabulary.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>Resource name of the model.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.output_token_limit">
+<span class="sig-name descname"><span class="pre">output_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.output_token_limit" title="Link to this definition">¶</a></dt>
+<dd><p>The maximum number of output tokens that the model can generate.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultCandidateDict</span></span><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A single token and its associated log probability.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict.log_probability">
-<span class="sig-name descname"><span class="pre">log_probability</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict.log_probability" title="Link to this definition">¶</a></dt>
-<dd><p>The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.</p>
+<dt class="sig sig-object py" id="genai.types.ModelDict.supported_actions">
+<span class="sig-name descname"><span class="pre">supported_actions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.supported_actions" title="Link to this definition">¶</a></dt>
+<dd><p>List of actions that are supported by the model.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict.token">
-<span class="sig-name descname"><span class="pre">token</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict.token" title="Link to this definition">¶</a></dt>
-<dd><p>The token’s string representation.</p>
+<dt class="sig sig-object py" id="genai.types.ModelDict.temperature">
+<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.temperature" title="Link to this definition">¶</a></dt>
+<dd><p>Temperature value used for sampling set when the dataset was saved.
+This value is used to tune the degree of randomness.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultCandidateDict.token_id">
-<span class="sig-name descname"><span class="pre">token_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultCandidateDict.token_id" title="Link to this definition">¶</a></dt>
-<dd><p>The token’s numerical ID. While the <cite>token</cite> field provides the string representation of the token, the <cite>token_id</cite> is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model’s vocabulary.</p>
+<dt class="sig sig-object py" id="genai.types.ModelDict.thinking">
+<span class="sig-name descname"><span class="pre">thinking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.thinking" title="Link to this definition">¶</a></dt>
+<dd><p>Whether the model supports thinking features. If true, thoughts are
+returned only if the model supports thought and thoughts are available.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the top-k sampling threshold. The model
+considers only the top k most probable tokens for the next token. This can
+be useful for generating more coherent and less random text. For example,
+a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most
+likely words.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultDict</span></span><a class="headerlink" href="#genai.types.LogprobsResultDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The log probabilities of the tokens generated by the model.</p>
-<p>This is useful for understanding the model’s confidence in its predictions and
-for debugging. For example, you can use log probabilities to identify when the
-model is making a less confident prediction or to explore alternative
-responses that the model considered. A low log probability can also indicate
-that the model is “hallucinating” or generating factually incorrect
-information.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultDict.chosen_candidates">
-<span class="sig-name descname"><span class="pre">chosen_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidateDict" title="genai.types.LogprobsResultCandidateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidateDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LogprobsResultDict.chosen_candidates" title="Link to this definition">¶</a></dt>
-<dd><p>A list of the chosen candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps. Note that the chosen candidate might not be in <cite>top_candidates</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.ModelDict.top_p">
+<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.top_p" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specifies the nucleus sampling threshold. The model
+considers only the smallest set of tokens whose cumulative probability is
+at least <cite>top_p</cite>. This helps generate more diverse and less repetitive
+responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens
+until the cumulative probability of the tokens to select from reaches 0.9.
+It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultDict.log_probability_sum">
-<span class="sig-name descname"><span class="pre">log_probability_sum</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.LogprobsResultDict.log_probability_sum" title="Link to this definition">¶</a></dt>
-<dd><p>Sum of log probabilities for all tokens. This field is not supported in Vertex AI.</p>
+<dt class="sig sig-object py" id="genai.types.ModelDict.tuned_model_info">
+<span class="sig-name descname"><span class="pre">tuned_model_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelInfoDict" title="genai.types.TunedModelInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelInfoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.tuned_model_info" title="Link to this definition">¶</a></dt>
+<dd><p>Information about the tuned model from the base model.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultDict.top_candidates">
-<span class="sig-name descname"><span class="pre">top_candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultTopCandidatesDict" title="genai.types.LogprobsResultTopCandidatesDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultTopCandidatesDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LogprobsResultDict.top_candidates" title="Link to this definition">¶</a></dt>
-<dd><p>A list of the top candidate tokens at each decoding step. The length of this list is equal to the total number of decoding steps.</p>
+<dt class="sig sig-object py" id="genai.types.ModelDict.version">
+<span class="sig-name descname"><span class="pre">version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.version" title="Link to this definition">¶</a></dt>
+<dd><p>Version ID of the model. A new version is committed when a new
+model version is uploaded or trained under an existing model ID. The
+version ID is an auto-incrementing decimal number in string
+representation.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidates">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultTopCandidates</span></span><a class="headerlink" href="#genai.types.LogprobsResultTopCandidates" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ModelSelectionConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelSelectionConfig</span></span><a class="headerlink" href="#genai.types.ModelSelectionConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A list of the top candidate tokens and their log probabilities at each decoding step.</p>
-<p>This can be used to see what other tokens the model considered.</p>
+<p>Config for model selection.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultTopCandidates&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of the top candidate tokens and their log probabilities at each decoding step.\n\nThis can be used to see what other tokens the model considered.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;candidates&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LogprobsResultCandidate&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The list of candidate tokens, sorted by log probability in descending order.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidates&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;LogprobsResultCandidate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A single token and its associated log probability.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;logProbability&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The log probability of this token. A higher value indicates that the model was more confident in this token. The log probability can be used to assess the relative likelihood of different tokens and to identify when the model is uncertain.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobability&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;token&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s string representation.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Token&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tokenId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The token&#39;s numerical ID. While the `token` field provides the string representation of the token, the `token_id` is the numerical representation that the model uses internally. This can be useful for developers who want to build custom logic based on the model&#39;s vocabulary.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokenid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LogprobsResultCandidate&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -151085,16 +210438,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.LogprobsResultTopCandidates.candidates" title="genai.types.LogprobsResultTopCandidates.candidates"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidates</span> <span class="pre">(list[genai.types.LogprobsResultCandidate]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelSelectionConfig.feature_selection_preference" title="genai.types.ModelSelectionConfig.feature_selection_preference"><code class="xref py py-obj docutils literal notranslate"><span class="pre">feature_selection_preference</span> <span class="pre">(genai.types.FeatureSelectionPreference</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidates.candidates">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidate" title="genai.types.LogprobsResultCandidate"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidate</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.LogprobsResultTopCandidates.candidates" title="Link to this definition">¶</a></dt>
-<dd><p>The list of candidate tokens, sorted by log probability in descending order.</p>
+<dt class="sig sig-object py" id="genai.types.ModelSelectionConfig.feature_selection_preference">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">feature_selection_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FeatureSelectionPreference" title="genai.types.FeatureSelectionPreference"><code class="xref py py-class docutils literal notranslate"><span class="pre">FeatureSelectionPreference</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'featureSelectionPreference')</span></em><a class="headerlink" href="#genai.types.ModelSelectionConfig.feature_selection_preference" title="Link to this definition">¶</a></dt>
+<dd><p>Options for feature selection preference.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -151107,87 +210460,145 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidatesDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">LogprobsResultTopCandidatesDict</span></span><a class="headerlink" href="#genai.types.LogprobsResultTopCandidatesDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ModelSelectionConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelSelectionConfigDict</span></span><a class="headerlink" href="#genai.types.ModelSelectionConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A list of the top candidate tokens and their log probabilities at each decoding step.</p>
-<p>This can be used to see what other tokens the model considered.</p>
+<p>Config for model selection.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.LogprobsResultTopCandidatesDict.candidates">
-<span class="sig-name descname"><span class="pre">candidates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.LogprobsResultCandidateDict" title="genai.types.LogprobsResultCandidateDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogprobsResultCandidateDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.LogprobsResultTopCandidatesDict.candidates" title="Link to this definition">¶</a></dt>
-<dd><p>The list of candidate tokens, sorted by log probability in descending order.</p>
+<dt class="sig sig-object py" id="genai.types.ModelSelectionConfigDict.feature_selection_preference">
+<span class="sig-name descname"><span class="pre">feature_selection_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FeatureSelectionPreference" title="genai.types.FeatureSelectionPreference"><code class="xref py py-class docutils literal notranslate"><span class="pre">FeatureSelectionPreference</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelSelectionConfigDict.feature_selection_preference" title="Link to this definition">¶</a></dt>
+<dd><p>Options for feature selection preference.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ModelStage">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelStage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ModelStage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The stage of the underlying model.</p>
+<p>This enum is not supported in Vertex AI.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.DEPRECATED">
+<span class="sig-name descname"><span class="pre">DEPRECATED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DEPRECATED'</span></em><a class="headerlink" href="#genai.types.ModelStage.DEPRECATED" title="Link to this definition">¶</a></dt>
+<dd><p>Models in this stage are deprecated. These models cannot be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.EXPERIMENTAL">
+<span class="sig-name descname"><span class="pre">EXPERIMENTAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EXPERIMENTAL'</span></em><a class="headerlink" href="#genai.types.ModelStage.EXPERIMENTAL" title="Link to this definition">¶</a></dt>
+<dd><p>Models in this stage are for experimental purposes only.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.LEGACY">
+<span class="sig-name descname"><span class="pre">LEGACY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LEGACY'</span></em><a class="headerlink" href="#genai.types.ModelStage.LEGACY" title="Link to this definition">¶</a></dt>
+<dd><p>If the model is on this stage, it means that this model is on the path to deprecation in near future. Only existing customers can use this model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.MODEL_STAGE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MODEL_STAGE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODEL_STAGE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ModelStage.MODEL_STAGE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified model stage.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.PREVIEW">
+<span class="sig-name descname"><span class="pre">PREVIEW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PREVIEW'</span></em><a class="headerlink" href="#genai.types.ModelStage.PREVIEW" title="Link to this definition">¶</a></dt>
+<dd><p>Models in this stage are more mature than experimental models.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.RETIRED">
+<span class="sig-name descname"><span class="pre">RETIRED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'RETIRED'</span></em><a class="headerlink" href="#genai.types.ModelStage.RETIRED" title="Link to this definition">¶</a></dt>
+<dd><p>Models in this stage are retired. These models cannot be used.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.STABLE">
+<span class="sig-name descname"><span class="pre">STABLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STABLE'</span></em><a class="headerlink" href="#genai.types.ModelStage.STABLE" title="Link to this definition">¶</a></dt>
+<dd><p>Models in this stage are considered stable and ready for production use.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ModelStage.UNSTABLE_EXPERIMENTAL">
+<span class="sig-name descname"><span class="pre">UNSTABLE_EXPERIMENTAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UNSTABLE_EXPERIMENTAL'</span></em><a class="headerlink" href="#genai.types.ModelStage.UNSTABLE_EXPERIMENTAL" title="Link to this definition">¶</a></dt>
+<dd><p>The underlying model is subject to lots of tunings.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceConfig</span></span><a class="headerlink" href="#genai.types.MaskReferenceConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ModelStatus">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelStatus</span></span><a class="headerlink" href="#genai.types.ModelStatus" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for a Mask reference image.</p>
+<p>The status of the underlying model.</p>
+<p>This is used to indicate the stage of the underlying model and the retirement
+time if applicable. This data type is not supported in Vertex AI.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Mask reference image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;maskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceMode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used).&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;segmentationClasses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segmentationclasses&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maskDilation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dilation percentage of the mask provided.\n      Float between 0 and 1.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maskdilation&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MaskReferenceMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the mask mode of a mask reference image.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_DEFAULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_USER_PROVIDED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_BACKGROUND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_FOREGROUND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_SEMANTIC&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -151198,19 +210609,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceConfig.mask_dilation" title="genai.types.MaskReferenceConfig.mask_dilation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask_dilation</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceConfig.mask_mode" title="genai.types.MaskReferenceConfig.mask_mode"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask_mode</span> <span class="pre">(genai.types.MaskReferenceMode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceConfig.segmentation_classes" title="genai.types.MaskReferenceConfig.segmentation_classes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">segmentation_classes</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelStatus.message" title="genai.types.ModelStatus.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelStatus.model_stage" title="genai.types.ModelStatus.model_stage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_stage</span> <span class="pre">(genai.types.ModelStage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ModelStatus.retirement_time" title="genai.types.ModelStatus.retirement_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retirement_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig.mask_dilation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask_dilation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maskDilation')</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfig.mask_dilation" title="Link to this definition">¶</a></dt>
-<dd><p>Dilation percentage of the mask provided.
-Float between 0 and 1.</p>
+<dt class="sig sig-object py" id="genai.types.ModelStatus.message">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ModelStatus.message" title="Link to this definition">¶</a></dt>
+<dd><p>A message explaining the model status.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -151221,10 +210631,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig.mask_mode">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceMode" title="genai.types.MaskReferenceMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceMode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maskMode')</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfig.mask_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Prompts the model to generate a mask instead of you needing to
-provide one (unless MASK_MODE_USER_PROVIDED is used).</p>
+<dt class="sig sig-object py" id="genai.types.ModelStatus.model_stage">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_stage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStage" title="genai.types.ModelStage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelStage')</span></em><a class="headerlink" href="#genai.types.ModelStatus.model_stage" title="Link to this definition">¶</a></dt>
+<dd><p>The stage of the underlying model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -151235,10 +210644,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfig.segmentation_classes">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">segmentation_classes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'segmentationClasses')</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfig.segmentation_classes" title="Link to this definition">¶</a></dt>
-<dd><p>A list of up to 5 class ids to use for semantic segmentation.
-Automatically creates an image mask based on specific objects.</p>
+<dt class="sig sig-object py" id="genai.types.ModelStatus.retirement_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retirement_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retirementTime')</span></em><a class="headerlink" href="#genai.types.ModelStatus.retirement_time" title="Link to this definition">¶</a></dt>
+<dd><p>The time at which the model will be retired.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -151251,123 +210659,70 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceConfigDict</span></span><a class="headerlink" href="#genai.types.MaskReferenceConfigDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ModelStatusDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelStatusDict</span></span><a class="headerlink" href="#genai.types.ModelStatusDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for a Mask reference image.</p>
+<p>The status of the underlying model.</p>
+<p>This is used to indicate the stage of the underlying model and the retirement
+time if applicable. This data type is not supported in Vertex AI.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict.mask_dilation">
-<span class="sig-name descname"><span class="pre">mask_dilation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfigDict.mask_dilation" title="Link to this definition">¶</a></dt>
-<dd><p>Dilation percentage of the mask provided.
-Float between 0 and 1.</p>
+<dt class="sig sig-object py" id="genai.types.ModelStatusDict.message">
+<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelStatusDict.message" title="Link to this definition">¶</a></dt>
+<dd><p>A message explaining the model status.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict.mask_mode">
-<span class="sig-name descname"><span class="pre">mask_mode</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceMode" title="genai.types.MaskReferenceMode"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceMode</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfigDict.mask_mode" title="Link to this definition">¶</a></dt>
-<dd><p>Prompts the model to generate a mask instead of you needing to
-provide one (unless MASK_MODE_USER_PROVIDED is used).</p>
+<dt class="sig sig-object py" id="genai.types.ModelStatusDict.model_stage">
+<span class="sig-name descname"><span class="pre">model_stage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStage" title="genai.types.ModelStage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelStatusDict.model_stage" title="Link to this definition">¶</a></dt>
+<dd><p>The stage of the underlying model.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceConfigDict.segmentation_classes">
-<span class="sig-name descname"><span class="pre">segmentation_classes</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MaskReferenceConfigDict.segmentation_classes" title="Link to this definition">¶</a></dt>
-<dd><p>A list of up to 5 class ids to use for semantic segmentation.
-Automatically creates an image mask based on specific objects.</p>
+<dt class="sig sig-object py" id="genai.types.ModelStatusDict.retirement_time">
+<span class="sig-name descname"><span class="pre">retirement_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelStatusDict.retirement_time" title="Link to this definition">¶</a></dt>
+<dd><p>The time at which the model will be retired.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceImage</span></span><a class="headerlink" href="#genai.types.MaskReferenceImage" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MultiSpeakerVoiceConfig</span></span><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A mask reference image.</p>
-<p>This encapsulates either a mask image provided by the user and configs for
-the user provided mask, or only config parameters for the model to generate
-a mask.</p>
-<p>A mask image is an image whose non-zero values indicate where to edit the base
-image. If the user provides a mask image, the mask must be in the same
-dimensions as the raw image.</p>
+<p>Configuration for a multi-speaker text-to-speech request.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A mask reference image.\n\nThis encapsulates either a mask image provided by the user and configs for\nthe user provided mask, or only config parameters for the model to generate\na mask.\n\nA mask image is an image whose non-zero values indicate where to edit the base\nimage. If the user provides a mask image, the mask must be in the same\ndimensions as the raw image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the mask reference image.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maskImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -151377,13 +210732,81 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -151391,86 +210814,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MaskReferenceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a Mask reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;maskMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MaskReferenceMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;segmentationClasses&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Segmentationclasses&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maskDilation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dilation percentage of the mask provided.\n      Float between 0 and 1.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maskdilation&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MaskReferenceMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum representing the mask mode of a mask reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_DEFAULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_USER_PROVIDED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_BACKGROUND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_FOREGROUND&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MASK_MODE_SEMANTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MaskReferenceMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -151480,301 +210894,177 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.config" title="genai.types.MaskReferenceImage.config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">config</span> <span class="pre">(genai.types.MaskReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.mask_image_config" title="genai.types.MaskReferenceImage.mask_image_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mask_image_config</span> <span class="pre">(genai.types.MaskReferenceConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.reference_id" title="genai.types.MaskReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.reference_image" title="genai.types.MaskReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.MaskReferenceImage.reference_type" title="genai.types.MaskReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs" title="genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speaker_voice_configs</span> <span class="pre">(list[genai.types.SpeakerVoiceConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceConfig" title="genai.types.MaskReferenceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.config" title="Link to this definition">¶</a></dt>
-<dd><p>Re-map config to mask_reference_config to send to API.</p>
-<p>Configuration for the mask reference image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.mask_image_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mask_image_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[MaskReferenceConfig]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maskImageConfig')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.mask_image_config" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.reference_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
+<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speaker_voice_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeakerVoiceConfig" title="genai.types.SpeakerVoiceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeakerVoiceConfig</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speakerVoiceConfigs')</span></em><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs" title="Link to this definition">¶</a></dt>
+<dd><p>Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.reference_image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImage.reference_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.MaskReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MultiSpeakerVoiceConfigDict</span></span><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for a multi-speaker text-to-speech request.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfigDict.speaker_voice_configs">
+<span class="sig-name descname"><span class="pre">speaker_voice_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeakerVoiceConfigDict" title="genai.types.SpeakerVoiceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeakerVoiceConfigDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfigDict.speaker_voice_configs" title="Link to this definition">¶</a></dt>
+<dd><p>Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceImageDict</span></span><a class="headerlink" href="#genai.types.MaskReferenceImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A mask reference image.</p>
-<p>This encapsulates either a mask image provided by the user and configs for
-the user provided mask, or only config parameters for the model to generate
-a mask.</p>
-<p>A mask image is an image whose non-zero values indicate where to edit the base
-image. If the user provides a mask image, the mask must be in the same
-dimensions as the raw image.</p>
+<dt class="sig sig-object py" id="genai.types.MusicGenerationMode">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MusicGenerationMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MusicGenerationMode" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The mode of music generation.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.config">
-<span class="sig-name descname"><span class="pre">config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MaskReferenceConfigDict" title="genai.types.MaskReferenceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">MaskReferenceConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.config" title="Link to this definition">¶</a></dt>
-<dd><p>Configuration for the mask reference image.</p>
+<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.DIVERSITY">
+<span class="sig-name descname"><span class="pre">DIVERSITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DIVERSITY'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.DIVERSITY" title="Link to this definition">¶</a></dt>
+<dd><p>Steer text prompts to regions of latent space with a larger
+diversity of music.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.reference_id">
-<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
+<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.MUSIC_GENERATION_MODE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MUSIC_GENERATION_MODE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MUSIC_GENERATION_MODE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.MUSIC_GENERATION_MODE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Rely on the server default generation mode.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.reference_image">
-<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
+<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.QUALITY">
+<span class="sig-name descname"><span class="pre">QUALITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QUALITY'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.QUALITY" title="Link to this definition">¶</a></dt>
+<dd><p>Steer text prompts to regions of latent space with higher quality
+music.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceImageDict.reference_type">
-<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MaskReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
+<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.VOCALIZATION">
+<span class="sig-name descname"><span class="pre">VOCALIZATION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VOCALIZATION'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.VOCALIZATION" title="Link to this definition">¶</a></dt>
+<dd><p>Steer text prompts to regions of latent space more likely to
+generate music with vocals.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceMode">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MaskReferenceMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MaskReferenceMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Enum representing the mask mode of a mask reference image.</p>
+<dt class="sig sig-object py" id="genai.types.Operation">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Operation</span></span><a class="headerlink" href="#genai.types.Operation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>A long-running operation.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_BACKGROUND">
-<span class="sig-name descname"><span class="pre">MASK_MODE_BACKGROUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_BACKGROUND'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_BACKGROUND" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Operation.done">
+<span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='If</span> <span class="pre">the</span> <span class="pre">value</span> <span class="pre">is</span> <span class="pre">`false`,</span> <span class="pre">it</span> <span class="pre">means</span> <span class="pre">the</span> <span class="pre">operation</span> <span class="pre">is</span> <span class="pre">still</span> <span class="pre">in</span> <span class="pre">progress.</span> <span class="pre">If</span> <span class="pre">`true`,</span> <span class="pre">the</span> <span class="pre">operation</span> <span class="pre">is</span> <span class="pre">completed,</span> <span class="pre">and</span> <span class="pre">either</span> <span class="pre">`error`</span> <span class="pre">or</span> <span class="pre">`response`</span> <span class="pre">is</span> <span class="pre">available.')</span></em><a class="headerlink" href="#genai.types.Operation.done" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_DEFAULT">
-<span class="sig-name descname"><span class="pre">MASK_MODE_DEFAULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_DEFAULT'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_DEFAULT" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Operation.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='The</span> <span class="pre">error</span> <span class="pre">result</span> <span class="pre">of</span> <span class="pre">the</span> <span class="pre">operation</span> <span class="pre">in</span> <span class="pre">case</span> <span class="pre">of</span> <span class="pre">failure</span> <span class="pre">or</span> <span class="pre">cancellation.')</span></em><a class="headerlink" href="#genai.types.Operation.error" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_FOREGROUND">
-<span class="sig-name descname"><span class="pre">MASK_MODE_FOREGROUND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_FOREGROUND'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_FOREGROUND" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Operation.from_api_response">
+<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_api_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_vertex_ai</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Operation.from_api_response" title="Link to this definition">¶</a></dt>
+<dd><p>Creates an Operation from an API response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Self</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_SEMANTIC">
-<span class="sig-name descname"><span class="pre">MASK_MODE_SEMANTIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_SEMANTIC'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_SEMANTIC" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Operation.metadata">
+<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='Service-specific</span> <span class="pre">metadata</span> <span class="pre">associated</span> <span class="pre">with</span> <span class="pre">the</span> <span class="pre">operation.</span> <span class="pre">It</span> <span class="pre">typically</span> <span class="pre">contains</span> <span class="pre">progress</span> <span class="pre">information</span> <span class="pre">and</span> <span class="pre">common</span> <span class="pre">metadata</span> <span class="pre">such</span> <span class="pre">as</span> <span class="pre">create</span> <span class="pre">time.</span> <span class="pre">Some</span> <span class="pre">services</span> <span class="pre">might</span> <span class="pre">not</span> <span class="pre">provide</span> <span class="pre">such</span> <span class="pre">metadata.</span>&#160; <span class="pre">Any</span> <span class="pre">method</span> <span class="pre">that</span> <span class="pre">returns</span> <span class="pre">a</span> <span class="pre">long-running</span> <span class="pre">operation</span> <span class="pre">should</span> <span class="pre">document</span> <span class="pre">the</span> <span class="pre">metadata</span> <span class="pre">type,</span> <span class="pre">if</span> <span class="pre">any.')</span></em><a class="headerlink" href="#genai.types.Operation.metadata" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MaskReferenceMode.MASK_MODE_USER_PROVIDED">
-<span class="sig-name descname"><span class="pre">MASK_MODE_USER_PROVIDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MASK_MODE_USER_PROVIDED'</span></em><a class="headerlink" href="#genai.types.MaskReferenceMode.MASK_MODE_USER_PROVIDED" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Operation.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='The</span> <span class="pre">server-assigned</span> <span class="pre">name,</span> <span class="pre">which</span> <span class="pre">is</span> <span class="pre">only</span> <span class="pre">unique</span> <span class="pre">within</span> <span class="pre">the</span> <span class="pre">same</span> <span class="pre">service</span> <span class="pre">that</span> <span class="pre">originally</span> <span class="pre">returns</span> <span class="pre">it.</span> <span class="pre">If</span> <span class="pre">you</span> <span class="pre">use</span> <span class="pre">the</span> <span class="pre">default</span> <span class="pre">HTTP</span> <span class="pre">mapping,</span> <span class="pre">the</span> <span class="pre">`name`</span> <span class="pre">should</span> <span class="pre">be</span> <span class="pre">a</span> <span class="pre">resource</span> <span class="pre">name</span> <span class="pre">ending</span> <span class="pre">with</span> <span class="pre">`operations/{unique_id}`.')</span></em><a class="headerlink" href="#genai.types.Operation.name" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MatchOperation">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MatchOperation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MatchOperation" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Outcome">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Outcome</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Outcome" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Match operation to use for evaluating rewards.</p>
-<p>This enum is not supported in Gemini API.</p>
+<p>Outcome of the code execution.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MatchOperation.EXACT_MATCH">
-<span class="sig-name descname"><span class="pre">EXACT_MATCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EXACT_MATCH'</span></em><a class="headerlink" href="#genai.types.MatchOperation.EXACT_MATCH" title="Link to this definition">¶</a></dt>
-<dd><p>The match operation returns <cite>true</cite> expression is an exact match of the target.</p>
+<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_DEADLINE_EXCEEDED">
+<span class="sig-name descname"><span class="pre">OUTCOME_DEADLINE_EXCEEDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_DEADLINE_EXCEEDED'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_DEADLINE_EXCEEDED" title="Link to this definition">¶</a></dt>
+<dd><p>Code execution ran for too long, and was cancelled. There may or may not be a partial <cite>output</cite> present.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MatchOperation.MATCH_OPERATION_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MATCH_OPERATION_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MATCH_OPERATION_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MatchOperation.MATCH_OPERATION_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Default value. A user error will be returned if not set.</p>
+<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_FAILED">
+<span class="sig-name descname"><span class="pre">OUTCOME_FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_FAILED'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_FAILED" title="Link to this definition">¶</a></dt>
+<dd><p>Code execution failed. <cite>output</cite> contains the stderr and stdout, if any.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MatchOperation.PARTIAL_MATCH">
-<span class="sig-name descname"><span class="pre">PARTIAL_MATCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PARTIAL_MATCH'</span></em><a class="headerlink" href="#genai.types.MatchOperation.PARTIAL_MATCH" title="Link to this definition">¶</a></dt>
-<dd><p>The match operation returns <cite>true</cite> if expression is a substring of the target.</p>
+<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_OK">
+<span class="sig-name descname"><span class="pre">OUTCOME_OK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_OK'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_OK" title="Link to this definition">¶</a></dt>
+<dd><p>Code execution completed successfully. <cite>output</cite> contains the stdout, if any.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MatchOperation.REGEX_CONTAINS">
-<span class="sig-name descname"><span class="pre">REGEX_CONTAINS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REGEX_CONTAINS'</span></em><a class="headerlink" href="#genai.types.MatchOperation.REGEX_CONTAINS" title="Link to this definition">¶</a></dt>
-<dd><p>//cloud.google.com/bigquery/docs/reference/standard-sql/string_functions#regexp_contains) <cite>REGEX_CONTAINS(target, expression)</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Equivalent to [GoogleSQL](https</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">OUTCOME_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified status. This value should not be used.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.McpServer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">McpServer</span></span><a class="headerlink" href="#genai.types.McpServer" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.OutputConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputConfig</span></span><a class="headerlink" href="#genai.types.OutputConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A MCPServer is a server that can be called by the model to perform actions.</p>
-<p>It is a server that implements the MCP protocol. Next ID: 6. This data type is
-not supported in Vertex AI.</p>
+<p>Config for evaluation output.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 6. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -151784,11 +211074,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -151799,30 +211089,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.McpServer.name" title="genai.types.McpServer.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.McpServer.streamable_http_transport" title="genai.types.McpServer.streamable_http_transport"><code class="xref py py-obj docutils literal notranslate"><span class="pre">streamable_http_transport</span> <span class="pre">(genai.types.StreamableHttpTransport</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.OutputConfig.gcs_destination" title="genai.types.OutputConfig.gcs_destination"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_destination</span> <span class="pre">(genai.types.GcsDestination</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.McpServer.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.McpServer.name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the MCPServer.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.McpServer.streamable_http_transport">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">streamable_http_transport</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StreamableHttpTransport" title="genai.types.StreamableHttpTransport"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamableHttpTransport</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'streamableHttpTransport')</span></em><a class="headerlink" href="#genai.types.McpServer.streamable_http_transport" title="Link to this definition">¶</a></dt>
-<dd><p>A transport that can stream HTTP requests and responses.</p>
+<dt class="sig sig-object py" id="genai.types.OutputConfig.gcs_destination">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_destination</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsDestination" title="genai.types.GcsDestination"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsDestination</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsDestination')</span></em><a class="headerlink" href="#genai.types.OutputConfig.gcs_destination" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud storage destination for evaluation output.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -151835,157 +211111,151 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.McpServerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">McpServerDict</span></span><a class="headerlink" href="#genai.types.McpServerDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.OutputConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputConfigDict</span></span><a class="headerlink" href="#genai.types.OutputConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A MCPServer is a server that can be called by the model to perform actions.</p>
-<p>It is a server that implements the MCP protocol. Next ID: 6. This data type is
-not supported in Vertex AI.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.McpServerDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.McpServerDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the MCPServer.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.McpServerDict.streamable_http_transport">
-<span class="sig-name descname"><span class="pre">streamable_http_transport</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.StreamableHttpTransportDict" title="genai.types.StreamableHttpTransportDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamableHttpTransportDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.McpServerDict.streamable_http_transport" title="Link to this definition">¶</a></dt>
-<dd><p>A transport that can stream HTTP requests and responses.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MediaModality">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MediaModality</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MediaModality" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The modality that this token count applies to.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaModality.AUDIO">
-<span class="sig-name descname"><span class="pre">AUDIO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AUDIO'</span></em><a class="headerlink" href="#genai.types.MediaModality.AUDIO" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Part</cite> contains audio.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaModality.DOCUMENT">
-<span class="sig-name descname"><span class="pre">DOCUMENT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DOCUMENT'</span></em><a class="headerlink" href="#genai.types.MediaModality.DOCUMENT" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Part</cite> contains a document, such as a PDF.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaModality.IMAGE">
-<span class="sig-name descname"><span class="pre">IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE'</span></em><a class="headerlink" href="#genai.types.MediaModality.IMAGE" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Part</cite> contains an image.</p>
-</dd></dl>
-
+<p>Config for evaluation output.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaModality.MODALITY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MODALITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODALITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MediaModality.MODALITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>When a modality is not specified, it is treated as <cite>TEXT</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.OutputConfigDict.gcs_destination">
+<span class="sig-name descname"><span class="pre">gcs_destination</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsDestinationDict" title="genai.types.GcsDestinationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsDestinationDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.OutputConfigDict.gcs_destination" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud storage destination for evaluation output.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaModality.TEXT">
-<span class="sig-name descname"><span class="pre">TEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TEXT'</span></em><a class="headerlink" href="#genai.types.MediaModality.TEXT" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Part</cite> contains plain text.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaModality.VIDEO">
-<span class="sig-name descname"><span class="pre">VIDEO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VIDEO'</span></em><a class="headerlink" href="#genai.types.MediaModality.VIDEO" title="Link to this definition">¶</a></dt>
-<dd><p>The <cite>Part</cite> contains a video.</p>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.OutputInfo">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputInfo</span></span><a class="headerlink" href="#genai.types.OutputInfo" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Describes the info for output of EvaluationService.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.OutputInfo.gcs_output_directory" title="genai.types.OutputInfo.gcs_output_directory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_output_directory</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.OutputInfo.gcs_output_directory">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_output_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsOutputDirectory')</span></em><a class="headerlink" href="#genai.types.OutputInfo.gcs_output_directory" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MediaProcessing">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MediaProcessing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MediaProcessing" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>How the model processes input media for understanding.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaProcessing.AGENTIC">
-<span class="sig-name descname"><span class="pre">AGENTIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AGENTIC'</span></em><a class="headerlink" href="#genai.types.MediaProcessing.AGENTIC" title="Link to this definition">¶</a></dt>
-<dd><p>Model-driven dynamic navigation. Recommended for most use cases.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaProcessing.MEDIA_PROCESSING_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MEDIA_PROCESSING_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_PROCESSING_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MediaProcessing.MEDIA_PROCESSING_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Default. Uses model-specific processing</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.OutputInfoDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputInfoDict</span></span><a class="headerlink" href="#genai.types.OutputInfoDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Describes the info for output of EvaluationService.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaProcessing.STATIC">
-<span class="sig-name descname"><span class="pre">STATIC</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STATIC'</span></em><a class="headerlink" href="#genai.types.MediaProcessing.STATIC" title="Link to this definition">¶</a></dt>
-<dd><p>Fixed-rate frame extraction. All frames placed in context.</p>
+<dt class="sig sig-object py" id="genai.types.OutputInfoDict.gcs_output_directory">
+<span class="sig-name descname"><span class="pre">gcs_output_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.OutputInfoDict.gcs_output_directory" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MediaResolution">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MediaResolution</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MediaResolution" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PairwiseChoice">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseChoice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PairwiseChoice" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The media resolution to use.</p>
+<p>Output only.</p>
+<p>Pairwise metric choice. This enum is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_HIGH">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_HIGH'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to high (zoomed reframing with 256 tokens).</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseChoice.BASELINE">
+<span class="sig-name descname"><span class="pre">BASELINE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BASELINE'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.BASELINE" title="Link to this definition">¶</a></dt>
+<dd><p>Baseline prediction wins</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_LOW">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_LOW'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_LOW" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to low (64 tokens).</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseChoice.CANDIDATE">
+<span class="sig-name descname"><span class="pre">CANDIDATE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CANDIDATE'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.CANDIDATE" title="Link to this definition">¶</a></dt>
+<dd><p>Candidate prediction wins</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_MEDIUM">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_MEDIUM'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_MEDIUM" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to medium (256 tokens).</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseChoice.PAIRWISE_CHOICE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">PAIRWISE_CHOICE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PAIRWISE_CHOICE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.PAIRWISE_CHOICE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified prediction choice.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MediaResolution.MEDIA_RESOLUTION_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MediaResolution.MEDIA_RESOLUTION_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution has not been set</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseChoice.TIE">
+<span class="sig-name descname"><span class="pre">TIE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TIE'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.TIE" title="Link to this definition">¶</a></dt>
+<dd><p>Winner cannot be determined</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Metric">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Metric</span></span><a class="headerlink" href="#genai.types.Metric" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricResult</span></span><a class="headerlink" href="#genai.types.PairwiseMetricResult" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The metric used for evaluation.</p>
+<p>Spec for pairwise metric result.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metric&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customFunction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customfunction&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;promptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -151995,359 +211265,262 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt template for the metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplate&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;judgeModelSystemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The system instruction for the judge model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Judgemodelsysteminstruction&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to return the raw output from the judge model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parseAndReduceFn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parseandreducefn&quot;</span>
+<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;aggregateSummaryFn&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aggregatesummaryfn&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Metric.aggregate_summary_fn" title="genai.types.Metric.aggregate_summary_fn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">aggregate_summary_fn</span> <span class="pre">(Callable[[...],</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.custom_function" title="genai.types.Metric.custom_function"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_function</span> <span class="pre">(Callable[[...],</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.judge_model_system_instruction" title="genai.types.Metric.judge_model_system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">judge_model_system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.name" title="genai.types.Metric.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.parse_and_reduce_fn" title="genai.types.Metric.parse_and_reduce_fn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parse_and_reduce_fn</span> <span class="pre">(Callable[[...],</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.prompt_template" title="genai.types.Metric.prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.return_raw_output" title="genai.types.Metric.return_raw_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">return_raw_output</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricResult.custom_output" title="genai.types.PairwiseMetricResult.custom_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output</span> <span class="pre">(genai.types.CustomOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricResult.explanation" title="genai.types.PairwiseMetricResult.explanation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explanation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricResult.pairwise_choice" title="genai.types.PairwiseMetricResult.pairwise_choice"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pairwise_choice</span> <span class="pre">(genai.types.PairwiseChoice</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.aggregate_summary_fn">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">aggregate_summary_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'aggregateSummaryFn')</span></em><a class="headerlink" href="#genai.types.Metric.aggregate_summary_fn" title="Link to this definition">¶</a></dt>
-<dd><p>The aggregate summary function for the judge model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.custom_function">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customFunction')</span></em><a class="headerlink" href="#genai.types.Metric.custom_function" title="Link to this definition">¶</a></dt>
-<dd><p>The custom function that defines the end-to-end logic for metric computation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.judge_model_system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">judge_model_system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'judgeModelSystemInstruction')</span></em><a class="headerlink" href="#genai.types.Metric.judge_model_system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>The system instruction for the judge model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Metric.name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the metric.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
-</ul>
-</dd>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.parse_and_reduce_fn">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parse_and_reduce_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parseAndReduceFn')</span></em><a class="headerlink" href="#genai.types.Metric.parse_and_reduce_fn" title="Link to this definition">¶</a></dt>
-<dd><p>The parse and reduce function for the judge model.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult.custom_output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutput" title="genai.types.CustomOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutput')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResult.custom_output" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Spec for custom output.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.prompt_template">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTemplate')</span></em><a class="headerlink" href="#genai.types.Metric.prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt template for the metric.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult.explanation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResult.explanation" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Explanation for pairwise metric score.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Metric.return_raw_output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'returnRawOutput')</span></em><a class="headerlink" href="#genai.types.Metric.return_raw_output" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to return the raw output from the judge model.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult.pairwise_choice">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pairwise_choice</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PairwiseChoice" title="genai.types.PairwiseChoice"><code class="xref py py-class docutils literal notranslate"><span class="pre">PairwiseChoice</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pairwiseChoice')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResult.pairwise_choice" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Pairwise metric choice.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><a class="reference internal" href="#genai.types.Metric.validate_name" title="genai.types.Metric.validate_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validate_name</span></code></a></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Metric.model_post_init">
-<span class="sig-name descname"><span class="pre">model_post_init</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span></em>, <em class="sig-param"><span class="positional-only-separator o"><abbr title="Positional-only parameter separator (PEP 570)"><span class="pre">/</span></abbr></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Metric.model_post_init" title="Link to this definition">¶</a></dt>
-<dd><p>This function is meant to behave like a BaseModel method to initialize private attributes.</p>
-<p>It takes context as an argument since that’s what pydantic-core passes when calling it.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>self</strong> – The BaseModel instance.</p></li>
-<li><p><strong>context</strong> – The context.</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Metric.to_yaml_file">
-<span class="sig-name descname"><span class="pre">to_yaml_file</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file_path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Metric.to_yaml_file" title="Link to this definition">¶</a></dt>
-<dd><p>Dumps the metric object to a YAML file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>file_path</strong> – The path to the YAML file.</p></li>
-<li><p><strong>version</strong> – Optional version string to include in the YAML output.</p></li>
 </ul>
 </dd>
-<dt class="field-odd">Raises<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>ImportError</strong> – If the pyyaml library is not installed.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method pydantic_validator">
-<dt class="sig sig-object py" id="genai.types.Metric.validate_name">
-<em class="property"><span class="pre">validator</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validate_name</span></span><em class="autodoc_pydantic_validator_arrow property">&#160; <span class="pre">»</span>&#160; </em><em class="xref py py-obj"><span class="pre">all</span> <span class="pre">fields</span></em><a class="headerlink" href="#genai.types.Metric.validate_name" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Metric" title="genai.types.Metric"><code class="xref py py-class docutils literal notranslate"><span class="pre">Metric</span></code></a></span></p>
-</dd>
 </dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MetricDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MetricDict</span></span><a class="headerlink" href="#genai.types.MetricDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricResultDict</span></span><a class="headerlink" href="#genai.types.PairwiseMetricResultDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The metric used for evaluation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.aggregate_summary_fn">
-<span class="sig-name descname"><span class="pre">aggregate_summary_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MetricDict.aggregate_summary_fn" title="Link to this definition">¶</a></dt>
-<dd><p>The aggregate summary function for the judge model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.custom_function">
-<span class="sig-name descname"><span class="pre">custom_function</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MetricDict.custom_function" title="Link to this definition">¶</a></dt>
-<dd><p>The custom function that defines the end-to-end logic for metric computation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.judge_model_system_instruction">
-<span class="sig-name descname"><span class="pre">judge_model_system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.judge_model_system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>The system instruction for the judge model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the metric.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.parse_and_reduce_fn">
-<span class="sig-name descname"><span class="pre">parse_and_reduce_fn</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">...</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MetricDict.parse_and_reduce_fn" title="Link to this definition">¶</a></dt>
-<dd><p>The parse and reduce function for the judge model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.prompt_template">
-<span class="sig-name descname"><span class="pre">prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt template for the metric.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MetricDict.return_raw_output">
-<span class="sig-name descname"><span class="pre">return_raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.MetricDict.return_raw_output" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to return the raw output from the judge model.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Modality">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Modality</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Modality" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Server content modalities.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Modality.AUDIO">
-<span class="sig-name descname"><span class="pre">AUDIO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'AUDIO'</span></em><a class="headerlink" href="#genai.types.Modality.AUDIO" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the model should return audio.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Modality.IMAGE">
-<span class="sig-name descname"><span class="pre">IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'IMAGE'</span></em><a class="headerlink" href="#genai.types.Modality.IMAGE" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the model should return images.</p>
-</dd></dl>
-
+<p>Spec for pairwise metric result.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Modality.MODALITY_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MODALITY_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODALITY_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Modality.MODALITY_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>The modality is unspecified.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict.custom_output">
+<span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputDict" title="genai.types.CustomOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResultDict.custom_output" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Spec for custom output.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Modality.TEXT">
-<span class="sig-name descname"><span class="pre">TEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TEXT'</span></em><a class="headerlink" href="#genai.types.Modality.TEXT" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the model should return text</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict.explanation">
+<span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResultDict.explanation" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Explanation for pairwise metric score.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Modality.VIDEO">
-<span class="sig-name descname"><span class="pre">VIDEO</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VIDEO'</span></em><a class="headerlink" href="#genai.types.Modality.VIDEO" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the model should return video.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict.pairwise_choice">
+<span class="sig-name descname"><span class="pre">pairwise_choice</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PairwiseChoice" title="genai.types.PairwiseChoice"><code class="xref py py-class docutils literal notranslate"><span class="pre">PairwiseChoice</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResultDict.pairwise_choice" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Pairwise metric choice.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ModalityTokenCount">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModalityTokenCount</span></span><a class="headerlink" href="#genai.types.ModalityTokenCount" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricSpec</span></span><a class="headerlink" href="#genai.types.PairwiseMetricSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents a breakdown of token usage by modality.</p>
-<p>This message is used in CountTokensResponse and
-GenerateContentResponse.UsageMetadata to provide a detailed view of how many
-tokens are used by each modality (e.g., text, image, video) in a request. This
-is particularly useful for multimodal models, allowing you to track and manage
-token consumption for billing and quota purposes.</p>
+<p>Spec for pairwise metric.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModalityTokenCount&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a breakdown of token usage by modality.\n\nThis message is used in CountTokensResponse and\nGenerateContentResponse.UsageMetadata to provide a detailed view of how many\ntokens are used by each modality (e.g., text, image, video) in a request. This\nis particularly useful for multimodal models, allowing you to track and manage\ntoken consumption for billing and quota purposes.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaModality&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pairwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baselineResponseFieldName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of tokens counted for this modality.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tokencount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The field name of the baseline response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baselineresponsefieldname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;candidateResponseFieldName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The field name of the candidate response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidateresponsefieldname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. When this config is set, the default output is replaced with the raw output string. If a custom format is chosen, the `pairwise_choice` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pairwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MediaModality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The modality that this token count applies to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DOCUMENT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaModality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -152357,17 +211530,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ModalityTokenCount.modality" title="genai.types.ModalityTokenCount.modality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">modality</span> <span class="pre">(genai.types.MediaModality</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ModalityTokenCount.token_count" title="genai.types.ModalityTokenCount.token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.baseline_response_field_name" title="genai.types.PairwiseMetricSpec.baseline_response_field_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">baseline_response_field_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.candidate_response_field_name" title="genai.types.PairwiseMetricSpec.candidate_response_field_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidate_response_field_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.custom_output_format_config" title="genai.types.PairwiseMetricSpec.custom_output_format_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output_format_config</span> <span class="pre">(genai.types.CustomOutputFormatConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.metric_prompt_template" title="genai.types.PairwiseMetricSpec.metric_prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.system_instruction" title="genai.types.PairwiseMetricSpec.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.baseline_response_field_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">baseline_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baselineResponseFieldName')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.baseline_response_field_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The field name of the baseline response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.candidate_response_field_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidate_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidateResponseFieldName')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.candidate_response_field_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The field name of the candidate response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.custom_output_format_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfig" title="genai.types.CustomOutputFormatConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutputFormatConfig')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.custom_output_format_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. CustomOutputFormatConfig allows customization of metric output. When this config is set, the default output is replaced with the raw output string. If a custom format is chosen, the <cite>pairwise_choice</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModalityTokenCount.modality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">modality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaModality" title="genai.types.MediaModality"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaModality</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ModalityTokenCount.modality" title="Link to this definition">¶</a></dt>
-<dd><p>The modality that this token count applies to.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.metric_prompt_template">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricPromptTemplate')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.metric_prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Metric prompt template for pairwise metric.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -152378,9 +211593,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModalityTokenCount.token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tokenCount')</span></em><a class="headerlink" href="#genai.types.ModalityTokenCount.token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The number of tokens counted for this modality.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. System instructions for pairwise metric.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -152393,183 +211608,145 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ModalityTokenCountDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModalityTokenCountDict</span></span><a class="headerlink" href="#genai.types.ModalityTokenCountDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricSpecDict</span></span><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Represents a breakdown of token usage by modality.</p>
-<p>This message is used in CountTokensResponse and
-GenerateContentResponse.UsageMetadata to provide a detailed view of how many
-tokens are used by each modality (e.g., text, image, video) in a request. This
-is particularly useful for multimodal models, allowing you to track and manage
-token consumption for billing and quota purposes.</p>
+<p>Spec for pairwise metric.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModalityTokenCountDict.modality">
-<span class="sig-name descname"><span class="pre">modality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaModality" title="genai.types.MediaModality"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaModality</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModalityTokenCountDict.modality" title="Link to this definition">¶</a></dt>
-<dd><p>The modality that this token count applies to.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.baseline_response_field_name">
+<span class="sig-name descname"><span class="pre">baseline_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.baseline_response_field_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The field name of the baseline response.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModalityTokenCountDict.token_count">
-<span class="sig-name descname"><span class="pre">token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModalityTokenCountDict.token_count" title="Link to this definition">¶</a></dt>
-<dd><p>The number of tokens counted for this modality.</p>
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.candidate_response_field_name">
+<span class="sig-name descname"><span class="pre">candidate_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.candidate_response_field_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The field name of the candidate response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.custom_output_format_config">
+<span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfigDict" title="genai.types.CustomOutputFormatConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.custom_output_format_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. CustomOutputFormatConfig allows customization of metric output. When this config is set, the default output is replaced with the raw output string. If a custom format is chosen, the <cite>pairwise_choice</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.metric_prompt_template">
+<span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.metric_prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Metric prompt template for pairwise metric.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. System instructions for pairwise metric.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Model">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Model</span></span><a class="headerlink" href="#genai.types.Model" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.Part">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Part</span></span><a class="headerlink" href="#genai.types.Part" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A trained machine learning model.</p>
+<p>A datatype containing media content.</p>
+<p>Exactly one field within a Part should be set, representing the specific type
+of content being conveyed. Using multiple fields within the same <cite>Part</cite>
+instance is considered invalid.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A trained machine learning model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Display name of the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description of the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;version&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Version&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;endpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Endpoint&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoints&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels with user-defined metadata to organize your models.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelInfo&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about the tuned model from the base model.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of input tokens that the model can handle.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inputtokenlimit&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputTokenLimit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum number of output tokens that the model can generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputtokenlimit&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;supportedActions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of actions that are supported by the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Supportedactions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;defaultCheckpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -152579,644 +211756,109 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The default checkpoint id of a model version.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaultcheckpointid&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Checkpoint&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints of the model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature value used for sampling set when the dataset was saved.\n      This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxTemperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The maximum temperature value used for sampling set when the\n      dataset was saved. This value is used to tune the degree of randomness.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxtemperature&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model\n      considers only the smallest set of tokens whose cumulative probability is\n      at least `top_p`. This helps generate more diverse and less repetitive\n      responses. For example, a `top_p` of 0.9 means the model considers tokens\n      until the cumulative probability of the tokens to select from reaches 0.9.\n      It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model\n      considers only the top k most probable tokens for the next token. This can\n      be useful for generating more coherent and less random text. For example,\n      a `top_k` of 40 means the model will choose the next word from the 40 most\n      likely words.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether the model supports thinking features. If true, thoughts are\n      returned only if the model supports thought and thoughts are available.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinking&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Checkpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the machine learning model version checkpoint.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An endpoint where you deploy models.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource name of the endpoint.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;deployedModelId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the model that&#39;s deployed to the endpoint.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deployedmodelid&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TunedModelInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuned machine learning model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the base model that you want to tune.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelInfo&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Model.checkpoints" title="genai.types.Model.checkpoints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoints</span> <span class="pre">(list[genai.types.Checkpoint]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.default_checkpoint_id" title="genai.types.Model.default_checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">default_checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.description" title="genai.types.Model.description"><code class="xref py py-obj docutils literal notranslate"><span class="pre">description</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.display_name" title="genai.types.Model.display_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">display_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.endpoints" title="genai.types.Model.endpoints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoints</span> <span class="pre">(list[genai.types.Endpoint]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.input_token_limit" title="genai.types.Model.input_token_limit"><code class="xref py py-obj docutils literal notranslate"><span class="pre">input_token_limit</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.labels" title="genai.types.Model.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.max_temperature" title="genai.types.Model.max_temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.name" title="genai.types.Model.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.output_token_limit" title="genai.types.Model.output_token_limit"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_token_limit</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.supported_actions" title="genai.types.Model.supported_actions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">supported_actions</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.temperature" title="genai.types.Model.temperature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">temperature</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.thinking" title="genai.types.Model.thinking"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.top_k" title="genai.types.Model.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.top_p" title="genai.types.Model.top_p"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_p</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.tuned_model_info" title="genai.types.Model.tuned_model_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_model_info</span> <span class="pre">(genai.types.TunedModelInfo</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Model.version" title="genai.types.Model.version"><code class="xref py py-obj docutils literal notranslate"><span class="pre">version</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.checkpoints">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Checkpoint" title="genai.types.Checkpoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">Checkpoint</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.checkpoints" title="Link to this definition">¶</a></dt>
-<dd><p>The checkpoints of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.default_checkpoint_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">default_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'defaultCheckpointId')</span></em><a class="headerlink" href="#genai.types.Model.default_checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The default checkpoint id of a model version.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.description">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.description" title="Link to this definition">¶</a></dt>
-<dd><p>Description of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.display_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'displayName')</span></em><a class="headerlink" href="#genai.types.Model.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Display name of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.endpoints">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Endpoint" title="genai.types.Endpoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">Endpoint</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.endpoints" title="Link to this definition">¶</a></dt>
-<dd><p>List of deployed models created from this base model. Note that a
-model could have been deployed to endpoints in different locations.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.input_token_limit">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">input_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inputTokenLimit')</span></em><a class="headerlink" href="#genai.types.Model.input_token_limit" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of input tokens that the model can handle.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.labels" title="Link to this definition">¶</a></dt>
-<dd><p>Labels with user-defined metadata to organize your models.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.max_temperature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxTemperature')</span></em><a class="headerlink" href="#genai.types.Model.max_temperature" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum temperature value used for sampling set when the
-dataset was saved. This value is used to tune the degree of randomness.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.name" title="Link to this definition">¶</a></dt>
-<dd><p>Resource name of the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.output_token_limit">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputTokenLimit')</span></em><a class="headerlink" href="#genai.types.Model.output_token_limit" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of output tokens that the model can generate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.supported_actions">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">supported_actions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'supportedActions')</span></em><a class="headerlink" href="#genai.types.Model.supported_actions" title="Link to this definition">¶</a></dt>
-<dd><p>List of actions that are supported by the model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.temperature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Temperature value used for sampling set when the dataset was saved.
-This value is used to tune the degree of randomness.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.thinking">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.thinking" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the model supports thinking features. If true, thoughts are
-returned only if the model supports thought and thoughts are available.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.Model.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the top-k sampling threshold. The model
-considers only the top k most probable tokens for the next token. This can
-be useful for generating more coherent and less random text. For example,
-a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most
-likely words.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.top_p">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topP')</span></em><a class="headerlink" href="#genai.types.Model.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the nucleus sampling threshold. The model
-considers only the smallest set of tokens whose cumulative probability is
-at least <cite>top_p</cite>. This helps generate more diverse and less repetitive
-responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens
-until the cumulative probability of the tokens to select from reaches 0.9.
-It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.tuned_model_info">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_model_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelInfo" title="genai.types.TunedModelInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelInfo</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedModelInfo')</span></em><a class="headerlink" href="#genai.types.Model.tuned_model_info" title="Link to this definition">¶</a></dt>
-<dd><p>Information about the tuned model from the base model.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Model.version">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Model.version" title="Link to this definition">¶</a></dt>
-<dd><p>Version ID of the model. A new version is committed when a new
-model version is uploaded or trained under an existing model ID. The
-version ID is an auto-incrementing decimal number in string
-representation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ModelArmorConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelArmorConfig</span></span><a class="headerlink" href="#genai.types.ModelArmorConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for Model Armor.</p>
-<p>Model Armor is a Google Cloud service that provides safety and security
-filtering for prompts and responses. It helps protect your AI applications
-from risks such as harmful content, sensitive data leakage, and prompt
-injection attacks. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelArmorConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for Model Armor.\n\nModel Armor is a Google Cloud service that provides safety and security\nfiltering for prompts and responses. It helps protect your AI applications\nfrom risks such as harmful content, sensitive data leakage, and prompt\ninjection attacks. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;promptTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user&#39;s prompt for safety and security risks before it is sent to the model. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompttemplatename&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;responseTemplateName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model&#39;s response for safety and security risks before it is returned to the user. The name must be in the format `projects/{project}/locations/{location}/templates/{template}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsetemplatename&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ModelArmorConfig.prompt_template_name" title="genai.types.ModelArmorConfig.prompt_template_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt_template_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ModelArmorConfig.response_template_name" title="genai.types.ModelArmorConfig.response_template_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response_template_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelArmorConfig.prompt_template_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'promptTemplateName')</span></em><a class="headerlink" href="#genai.types.ModelArmorConfig.prompt_template_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user’s prompt for safety and security risks before it is sent to the model. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelArmorConfig.response_template_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'responseTemplateName')</span></em><a class="headerlink" href="#genai.types.ModelArmorConfig.response_template_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model’s response for safety and security risks before it is returned to the user. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ModelArmorConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelArmorConfigDict</span></span><a class="headerlink" href="#genai.types.ModelArmorConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for Model Armor.</p>
-<p>Model Armor is a Google Cloud service that provides safety and security
-filtering for prompts and responses. It helps protect your AI applications
-from risks such as harmful content, sensitive data leakage, and prompt
-injection attacks. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelArmorConfigDict.prompt_template_name">
-<span class="sig-name descname"><span class="pre">prompt_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelArmorConfigDict.prompt_template_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The resource name of the Model Armor template to use for prompt screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the user’s prompt for safety and security risks before it is sent to the model. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelArmorConfigDict.response_template_name">
-<span class="sig-name descname"><span class="pre">response_template_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelArmorConfigDict.response_template_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The resource name of the Model Armor template to use for response screening. A Model Armor template is a set of customized filters and thresholds that define how Model Armor screens content. If specified, Model Armor will use this template to check the model’s response for safety and security risks before it is returned to the user. The name must be in the format <cite>projects/{project}/locations/{location}/templates/{template}</cite>.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ModelContent">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelContent</span></span><a class="headerlink" href="#genai.types.ModelContent" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a></p>
-<p>ModelContent facilitates the creation of a Content object with a model role.</p>
-<p>Example usages:</p>
-<ul>
-<li><p>Create a model Content object with a string:
-model_content = ModelContent(“Why is the sky blue?”)</p></li>
-<li><p>Create a model Content object with a file data Part object:
-model_content = ModelContent(Part.from_uri(file_uri=”gs://bucket/file.txt”,
-mime_type=”text/plain”))</p></li>
-<li><p>Create a model Content object with byte data Part object:
-model_content = ModelContent(Part.from_bytes(data=b”Hello, World!”,
-mime_type=”text/plain”))</p>
-<p>You can create a model Content object using other classmethods in the Part
-class as well.
-You can also create a model Content using a list of Part objects or strings.</p>
-</li>
-</ul>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelContent&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelContent facilitates the creation of a Content object with a model role.\n\nExample usages:\n\n- Create a model Content object with a string:\n  model_content = ModelContent(\&quot;Why is the sky blue?\&quot;)\n- Create a model Content object with a file data Part object:\n  model_content = ModelContent(Part.from_uri(file_uri=\&quot;gs://bucket/file.txt\&quot;,\n  mime_type=\&quot;text/plain\&quot;))\n- Create a model Content object with byte data Part object:\n  model_content = ModelContent(Part.from_bytes(data=b\&quot;Hello, World!\&quot;,\n  mime_type=\&quot;text/plain\&quot;))\n\n  You can create a model Content object using other classmethods in the Part\n  class as well.\n  You can also create a model Content using a list of Part objects or strings.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;model&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;model&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -153248,7 +211890,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -153374,7 +212016,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -153684,269 +212326,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
@@ -154358,27 +212794,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">      </span><span class="s2">&quot;parts&quot;</span>
-<span class="w">   </span><span class="p">]</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ModelContent.parts" title="genai.types.ModelContent.parts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parts</span> <span class="pre">(list[genai.types.Part])</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ModelContent.role" title="genai.types.ModelContent.role"><code class="xref py py-obj docutils literal notranslate"><span class="pre">role</span> <span class="pre">(Literal['model'])</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.audio_transcription" title="genai.types.Part.audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.code_execution_result" title="genai.types.Part.code_execution_result"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_execution_result</span> <span class="pre">(genai.types.CodeExecutionResult</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.executable_code" title="genai.types.Part.executable_code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">executable_code</span> <span class="pre">(genai.types.ExecutableCode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.file_data" title="genai.types.Part.file_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_data</span> <span class="pre">(genai.types.FileData</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.function_call" title="genai.types.Part.function_call"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_call</span> <span class="pre">(genai.types.FunctionCall</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.function_response" title="genai.types.Part.function_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_response</span> <span class="pre">(genai.types.FunctionResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.inline_data" title="genai.types.Part.inline_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inline_data</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.media_processing" title="genai.types.Part.media_processing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_processing</span> <span class="pre">(genai.types.MediaProcessing</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.media_resolution" title="genai.types.Part.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.PartMediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.part_metadata" title="genai.types.Part.part_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">part_metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.text" title="genai.types.Part.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.thought" title="genai.types.Part.thought"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thought</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.thought_signature" title="genai.types.Part.thought_signature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thought_signature</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.tool_call" title="genai.types.Part.tool_call"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_call</span> <span class="pre">(genai.types.ToolCall</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.tool_response" title="genai.types.Part.tool_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_response</span> <span class="pre">(genai.types.ToolResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Part.video_metadata" title="genai.types.Part.video_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video_metadata</span> <span class="pre">(genai.types.VideoMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelContent.parts">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parts</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a><span class="pre">]</span></em><em class="property"> <span class="pre">[Required]</span></em><a class="headerlink" href="#genai.types.ModelContent.parts" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.Part.audio_transcription">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTranscription')</span></em><a class="headerlink" href="#genai.types.Part.audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The transcription of the audio part.</p>
+<dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -154388,9 +212836,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelContent.role">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">role</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'model'</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'model'</span></em><a class="headerlink" href="#genai.types.ModelContent.role" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
+<dt class="sig sig-object py" id="genai.types.Part.code_execution_result">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CodeExecutionResult" title="genai.types.CodeExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'codeExecutionResult')</span></em><a class="headerlink" href="#genai.types.Part.code_execution_result" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The result of executing the ExecutableCode.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.executable_code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">executable_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExecutableCode" title="genai.types.ExecutableCode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutableCode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'executableCode')</span></em><a class="headerlink" href="#genai.types.Part.executable_code" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Code generated by the model that is intended to be executed.</p>
+<dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
@@ -154399,171 +212861,424 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.file_data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileData" title="genai.types.FileData"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileData</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileData')</span></em><a class="headerlink" href="#genai.types.Part.file_data" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.function_call">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCall" title="genai.types.FunctionCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCall</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionCall')</span></em><a class="headerlink" href="#genai.types.Part.function_call" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.function_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponse" title="genai.types.FunctionResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionResponse')</span></em><a class="headerlink" href="#genai.types.Part.function_response" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.inline_data">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlineData')</span></em><a class="headerlink" href="#genai.types.Part.inline_data" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.media_processing">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_processing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaProcessing" title="genai.types.MediaProcessing"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaProcessing</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaProcessing')</span></em><a class="headerlink" href="#genai.types.Part.media_processing" title="Link to this definition">¶</a></dt>
+<dd><p>How the model processes this part’s media for understanding.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.media_resolution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolution" title="genai.types.PartMediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.Part.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution for the input media.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.part_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">part_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'partMetadata')</span></em><a class="headerlink" href="#genai.types.Part.part_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Part.text" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to &#64;mentioned items will be converted to markdown boldface text. For example <cite>&#64;my-repo</cite> will be converted to and sent as <cite>**my-repo**</cite> by the IDE agent.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.thought">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thought</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Part.thought" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Indicates whether the <cite>part</cite> represents the model’s thought process or reasoning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.thought_signature">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thought_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thoughtSignature')</span></em><a class="headerlink" href="#genai.types.Part.thought_signature" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. An opaque signature for the thought so it can be reused in subsequent requests.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.tool_call">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCall" title="genai.types.ToolCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCall</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolCall')</span></em><a class="headerlink" href="#genai.types.Part.tool_call" title="Link to this definition">¶</a></dt>
+<dd><p>Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.tool_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolResponse" title="genai.types.ToolResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolResponse')</span></em><a class="headerlink" href="#genai.types.Part.tool_response" title="Link to this definition">¶</a></dt>
+<dd><p>The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Part.video_metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoMetadata" title="genai.types.VideoMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'videoMetadata')</span></em><a class="headerlink" href="#genai.types.Part.video_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_bytes">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_bytes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">media_resolution</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_bytes" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_code_execution_result">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_code_execution_result</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">outcome</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_code_execution_result" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_executable_code">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_executable_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">code</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">language</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_executable_code" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_function_call">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_function_call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_function_call" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_function_response">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_function_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parts</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_function_response" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_text">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_text</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_text" title="Link to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.from_uri">
+<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_uri</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_uri</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">media_resolution</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a Part from a file uri.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>file_uri</strong> (<em>str</em>) – The uri of the file</p></li>
+<li><p><strong>mime_type</strong> (<em>str</em>) – mime_type: The MIME type of the file. If not provided,
+the MIME type will be automatically determined.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="genai.types.Part.as_image">
+<span class="sig-name descname"><span class="pre">as_image</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.as_image" title="Link to this definition">¶</a></dt>
+<dd><p>Returns the part as a PIL Image, or None if the part is not an image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a>]</span></p>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ModelDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelDict</span></span><a class="headerlink" href="#genai.types.ModelDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A trained machine learning model.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.checkpoints">
-<span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CheckpointDict" title="genai.types.CheckpointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CheckpointDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.checkpoints" title="Link to this definition">¶</a></dt>
-<dd><p>The checkpoints of the model.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PartDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartDict</span></span><a class="headerlink" href="#genai.types.PartDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A datatype containing media content.</p>
+<p>Exactly one field within a Part should be set, representing the specific type
+of content being conveyed. Using multiple fields within the same <cite>Part</cite>
+instance is considered invalid.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.default_checkpoint_id">
-<span class="sig-name descname"><span class="pre">default_checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.default_checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The default checkpoint id of a model version.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.audio_transcription">
+<span class="sig-name descname"><span class="pre">audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.audio_transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The transcription of the audio part.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.description">
-<span class="sig-name descname"><span class="pre">description</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.description" title="Link to this definition">¶</a></dt>
-<dd><p>Description of the model.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.code_execution_result">
+<span class="sig-name descname"><span class="pre">code_execution_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CodeExecutionResultDict" title="genai.types.CodeExecutionResultDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResultDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.code_execution_result" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The result of executing the ExecutableCode.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.display_name">
-<span class="sig-name descname"><span class="pre">display_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.display_name" title="Link to this definition">¶</a></dt>
-<dd><p>Display name of the model.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.executable_code">
+<span class="sig-name descname"><span class="pre">executable_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExecutableCodeDict" title="genai.types.ExecutableCodeDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutableCodeDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.executable_code" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Code generated by the model that is intended to be executed.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.endpoints">
-<span class="sig-name descname"><span class="pre">endpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EndpointDict" title="genai.types.EndpointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EndpointDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.endpoints" title="Link to this definition">¶</a></dt>
-<dd><p>List of deployed models created from this base model. Note that a
-model could have been deployed to endpoints in different locations.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.file_data">
+<span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileDataDict" title="genai.types.FileDataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.file_data" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.input_token_limit">
-<span class="sig-name descname"><span class="pre">input_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.input_token_limit" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of input tokens that the model can handle.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.function_call">
+<span class="sig-name descname"><span class="pre">function_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallDict" title="genai.types.FunctionCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.function_call" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>Labels with user-defined metadata to organize your models.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.function_response">
+<span class="sig-name descname"><span class="pre">function_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseDict" title="genai.types.FunctionResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.function_response" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.max_temperature">
-<span class="sig-name descname"><span class="pre">max_temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.max_temperature" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum temperature value used for sampling set when the
-dataset was saved. This value is used to tune the degree of randomness.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.inline_data">
+<span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.inline_data" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>Resource name of the model.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.media_processing">
+<span class="sig-name descname"><span class="pre">media_processing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaProcessing" title="genai.types.MediaProcessing"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaProcessing</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.media_processing" title="Link to this definition">¶</a></dt>
+<dd><p>How the model processes this part’s media for understanding.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.output_token_limit">
-<span class="sig-name descname"><span class="pre">output_token_limit</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.output_token_limit" title="Link to this definition">¶</a></dt>
-<dd><p>The maximum number of output tokens that the model can generate.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.media_resolution">
+<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolutionDict" title="genai.types.PartMediaResolutionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolutionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.media_resolution" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution for the input media.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.supported_actions">
-<span class="sig-name descname"><span class="pre">supported_actions</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ModelDict.supported_actions" title="Link to this definition">¶</a></dt>
-<dd><p>List of actions that are supported by the model.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.part_metadata">
+<span class="sig-name descname"><span class="pre">part_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PartDict.part_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.temperature">
-<span class="sig-name descname"><span class="pre">temperature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.temperature" title="Link to this definition">¶</a></dt>
-<dd><p>Temperature value used for sampling set when the dataset was saved.
-This value is used to tune the degree of randomness.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to &#64;mentioned items will be converted to markdown boldface text. For example <cite>&#64;my-repo</cite> will be converted to and sent as <cite>**my-repo**</cite> by the IDE agent.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.thinking">
-<span class="sig-name descname"><span class="pre">thinking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.thinking" title="Link to this definition">¶</a></dt>
-<dd><p>Whether the model supports thinking features. If true, thoughts are
-returned only if the model supports thought and thoughts are available.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.thought">
+<span class="sig-name descname"><span class="pre">thought</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.thought" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Indicates whether the <cite>part</cite> represents the model’s thought process or reasoning.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the top-k sampling threshold. The model
-considers only the top k most probable tokens for the next token. This can
-be useful for generating more coherent and less random text. For example,
-a <cite>top_k</cite> of 40 means the model will choose the next word from the 40 most
-likely words.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.thought_signature">
+<span class="sig-name descname"><span class="pre">thought_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.thought_signature" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. An opaque signature for the thought so it can be reused in subsequent requests.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.top_p">
-<span class="sig-name descname"><span class="pre">top_p</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.top_p" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specifies the nucleus sampling threshold. The model
-considers only the smallest set of tokens whose cumulative probability is
-at least <cite>top_p</cite>. This helps generate more diverse and less repetitive
-responses. For example, a <cite>top_p</cite> of 0.9 means the model considers tokens
-until the cumulative probability of the tokens to select from reaches 0.9.
-It’s recommended to adjust either temperature or <cite>top_p</cite>, but not both.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.tool_call">
+<span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCallDict" title="genai.types.ToolCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCallDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.tool_call" title="Link to this definition">¶</a></dt>
+<dd><p>Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.tuned_model_info">
-<span class="sig-name descname"><span class="pre">tuned_model_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelInfoDict" title="genai.types.TunedModelInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelInfoDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.tuned_model_info" title="Link to this definition">¶</a></dt>
-<dd><p>Information about the tuned model from the base model.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.tool_response">
+<span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolResponseDict" title="genai.types.ToolResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.tool_response" title="Link to this definition">¶</a></dt>
+<dd><p>The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelDict.version">
-<span class="sig-name descname"><span class="pre">version</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelDict.version" title="Link to this definition">¶</a></dt>
-<dd><p>Version ID of the model. A new version is committed when a new
-model version is uploaded or trained under an existing model ID. The
-version ID is an auto-incrementing decimal number in string
-representation.</p>
+<dt class="sig sig-object py" id="genai.types.PartDict.video_metadata">
+<span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoMetadataDict" title="genai.types.VideoMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.video_metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ModelSelectionConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelSelectionConfig</span></span><a class="headerlink" href="#genai.types.ModelSelectionConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolution">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartMediaResolution</span></span><a class="headerlink" href="#genai.types.PartMediaResolution" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for model selection.</p>
+<p>Media resolution for the input media.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -154574,16 +213289,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ModelSelectionConfig.feature_selection_preference" title="genai.types.ModelSelectionConfig.feature_selection_preference"><code class="xref py py-obj docutils literal notranslate"><span class="pre">feature_selection_preference</span> <span class="pre">(genai.types.FeatureSelectionPreference</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartMediaResolution.level" title="genai.types.PartMediaResolution.level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">level</span> <span class="pre">(genai.types.PartMediaResolutionLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartMediaResolution.num_tokens" title="genai.types.PartMediaResolution.num_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">num_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelSelectionConfig.feature_selection_preference">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">feature_selection_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FeatureSelectionPreference" title="genai.types.FeatureSelectionPreference"><code class="xref py py-class docutils literal notranslate"><span class="pre">FeatureSelectionPreference</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'featureSelectionPreference')</span></em><a class="headerlink" href="#genai.types.ModelSelectionConfig.feature_selection_preference" title="Link to this definition">¶</a></dt>
-<dd><p>Options for feature selection preference.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolution.level">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolutionLevel" title="genai.types.PartMediaResolutionLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolutionLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PartMediaResolution.level" title="Link to this definition">¶</a></dt>
+<dd><p>The tokenization quality used for given media.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -154593,95 +213309,107 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ModelSelectionConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelSelectionConfigDict</span></span><a class="headerlink" href="#genai.types.ModelSelectionConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for model selection.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelSelectionConfigDict.feature_selection_preference">
-<span class="sig-name descname"><span class="pre">feature_selection_preference</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FeatureSelectionPreference" title="genai.types.FeatureSelectionPreference"><code class="xref py py-class docutils literal notranslate"><span class="pre">FeatureSelectionPreference</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelSelectionConfigDict.feature_selection_preference" title="Link to this definition">¶</a></dt>
-<dd><p>Options for feature selection preference.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PartMediaResolution.num_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numTokens')</span></em><a class="headerlink" href="#genai.types.PartMediaResolution.num_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Specifies the required sequence length for media tokenization.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ModelStage">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelStage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ModelStage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The stage of the underlying model.</p>
-<p>This enum is not supported in Vertex AI.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartMediaResolutionDict</span></span><a class="headerlink" href="#genai.types.PartMediaResolutionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Media resolution for the input media.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.DEPRECATED">
-<span class="sig-name descname"><span class="pre">DEPRECATED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DEPRECATED'</span></em><a class="headerlink" href="#genai.types.ModelStage.DEPRECATED" title="Link to this definition">¶</a></dt>
-<dd><p>Models in this stage are deprecated. These models cannot be used.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionDict.level">
+<span class="sig-name descname"><span class="pre">level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolutionLevel" title="genai.types.PartMediaResolutionLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolutionLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionDict.level" title="Link to this definition">¶</a></dt>
+<dd><p>The tokenization quality used for given media.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.EXPERIMENTAL">
-<span class="sig-name descname"><span class="pre">EXPERIMENTAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'EXPERIMENTAL'</span></em><a class="headerlink" href="#genai.types.ModelStage.EXPERIMENTAL" title="Link to this definition">¶</a></dt>
-<dd><p>Models in this stage are for experimental purposes only.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionDict.num_tokens">
+<span class="sig-name descname"><span class="pre">num_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionDict.num_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Specifies the required sequence length for media tokenization.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.LEGACY">
-<span class="sig-name descname"><span class="pre">LEGACY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'LEGACY'</span></em><a class="headerlink" href="#genai.types.ModelStage.LEGACY" title="Link to this definition">¶</a></dt>
-<dd><p>If the model is on this stage, it means that this model is on the path to deprecation in near future. Only existing customers can use this model.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartMediaResolutionLevel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PartMediaResolutionLevel" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The tokenization quality used for given media.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.MODEL_STAGE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MODEL_STAGE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MODEL_STAGE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ModelStage.MODEL_STAGE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified model stage.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_HIGH">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_HIGH'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to high.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.PREVIEW">
-<span class="sig-name descname"><span class="pre">PREVIEW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PREVIEW'</span></em><a class="headerlink" href="#genai.types.ModelStage.PREVIEW" title="Link to this definition">¶</a></dt>
-<dd><p>Models in this stage are more mature than experimental models.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_LOW">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_LOW'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_LOW" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to low.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.RETIRED">
-<span class="sig-name descname"><span class="pre">RETIRED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'RETIRED'</span></em><a class="headerlink" href="#genai.types.ModelStage.RETIRED" title="Link to this definition">¶</a></dt>
-<dd><p>Models in this stage are retired. These models cannot be used.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_MEDIUM">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_MEDIUM'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_MEDIUM" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to medium.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.STABLE">
-<span class="sig-name descname"><span class="pre">STABLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'STABLE'</span></em><a class="headerlink" href="#genai.types.ModelStage.STABLE" title="Link to this definition">¶</a></dt>
-<dd><p>Models in this stage are considered stable and ready for production use.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_ULTRA_HIGH">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_ULTRA_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_ULTRA_HIGH'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_ULTRA_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution set to ultra high.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStage.UNSTABLE_EXPERIMENTAL">
-<span class="sig-name descname"><span class="pre">UNSTABLE_EXPERIMENTAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'UNSTABLE_EXPERIMENTAL'</span></em><a class="headerlink" href="#genai.types.ModelStage.UNSTABLE_EXPERIMENTAL" title="Link to this definition">¶</a></dt>
-<dd><p>The underlying model is subject to lots of tunings.</p>
+<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Media resolution has not been set.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ModelStatus">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelStatus</span></span><a class="headerlink" href="#genai.types.ModelStatus" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PartialArg">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartialArg</span></span><a class="headerlink" href="#genai.types.PartialArg" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The status of the underlying model.</p>
-<p>This is used to indicate the stage of the underlying model and the retirement
-time if applicable. This data type is not supported in Vertex AI.</p>
+<p>Partial argument value of the function call.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStatus&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status of the underlying model.\n\nThis is used to indicate the stage of the underlying model and the retirement\ntime if applicable. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -154691,25 +213419,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A message explaining the model status.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;modelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelStage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;retirementTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
@@ -154717,25 +213459,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The time at which the model will be retired.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retirementtime&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ModelStage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The stage of the underlying model.\n\nThis enum is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODEL_STAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UNSTABLE_EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXPERIMENTAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PREVIEW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STABLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGACY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DEPRECATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;RETIRED&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelStage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -154745,18 +213483,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ModelStatus.message" title="genai.types.ModelStatus.message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">message</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ModelStatus.model_stage" title="genai.types.ModelStatus.model_stage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_stage</span> <span class="pre">(genai.types.ModelStage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ModelStatus.retirement_time" title="genai.types.ModelStatus.retirement_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retirement_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartialArg.bool_value" title="genai.types.PartialArg.bool_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bool_value</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartialArg.json_path" title="genai.types.PartialArg.json_path"><code class="xref py py-obj docutils literal notranslate"><span class="pre">json_path</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartialArg.null_value" title="genai.types.PartialArg.null_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">null_value</span> <span class="pre">(Literal['NULL_VALUE']</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartialArg.number_value" title="genai.types.PartialArg.number_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_value</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartialArg.string_value" title="genai.types.PartialArg.string_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_value</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartialArg.will_continue" title="genai.types.PartialArg.will_continue"><code class="xref py py-obj docutils literal notranslate"><span class="pre">will_continue</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelStatus.message">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ModelStatus.message" title="Link to this definition">¶</a></dt>
-<dd><p>A message explaining the model status.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArg.bool_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bool_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'boolValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.bool_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a boolean value.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -154767,9 +213508,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelStatus.model_stage">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_stage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStage" title="genai.types.ModelStage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelStage')</span></em><a class="headerlink" href="#genai.types.ModelStatus.model_stage" title="Link to this definition">¶</a></dt>
-<dd><p>The stage of the underlying model.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArg.json_path">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">json_path</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'jsonPath')</span></em><a class="headerlink" href="#genai.types.PartialArg.json_path" title="Link to this definition">¶</a></dt>
+<dd><p>Required. A JSON Path (RFC 9535) to the argument being streamed. <a class="reference external" href="https://datatracker.ietf.org/doc/html/rfc9535">https://datatracker.ietf.org/doc/html/rfc9535</a>. e.g. “$.foo.bar[0].data”.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -154780,9 +213521,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ModelStatus.retirement_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retirement_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retirementTime')</span></em><a class="headerlink" href="#genai.types.ModelStatus.retirement_time" title="Link to this definition">¶</a></dt>
-<dd><p>The time at which the model will be retired.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArg.null_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">null_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'NULL_VALUE'</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nullValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.null_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a null value.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -154792,254 +213533,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ModelStatusDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ModelStatusDict</span></span><a class="headerlink" href="#genai.types.ModelStatusDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The status of the underlying model.</p>
-<p>This is used to indicate the stage of the underlying model and the retirement
-time if applicable. This data type is not supported in Vertex AI.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStatusDict.message">
-<span class="sig-name descname"><span class="pre">message</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelStatusDict.message" title="Link to this definition">¶</a></dt>
-<dd><p>A message explaining the model status.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStatusDict.model_stage">
-<span class="sig-name descname"><span class="pre">model_stage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ModelStage" title="genai.types.ModelStage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ModelStage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelStatusDict.model_stage" title="Link to this definition">¶</a></dt>
-<dd><p>The stage of the underlying model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ModelStatusDict.retirement_time">
-<span class="sig-name descname"><span class="pre">retirement_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ModelStatusDict.retirement_time" title="Link to this definition">¶</a></dt>
-<dd><p>The time at which the model will be retired.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MultiSpeakerVoiceConfig</span></span><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for a multi-speaker text-to-speech request.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs" title="genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speaker_voice_configs</span> <span class="pre">(list[genai.types.SpeakerVoiceConfig]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speaker_voice_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeakerVoiceConfig" title="genai.types.SpeakerVoiceConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeakerVoiceConfig</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speakerVoiceConfigs')</span></em><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs" title="Link to this definition">¶</a></dt>
-<dd><p>Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArg.number_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.number_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a double value.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155049,173 +213546,138 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PartialArg.string_value">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.string_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a string value.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MultiSpeakerVoiceConfigDict</span></span><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for a multi-speaker text-to-speech request.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MultiSpeakerVoiceConfigDict.speaker_voice_configs">
-<span class="sig-name descname"><span class="pre">speaker_voice_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SpeakerVoiceConfigDict" title="genai.types.SpeakerVoiceConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SpeakerVoiceConfigDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.MultiSpeakerVoiceConfigDict.speaker_voice_configs" title="Link to this definition">¶</a></dt>
-<dd><p>Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.MusicGenerationMode">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">MusicGenerationMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.MusicGenerationMode" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The mode of music generation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.DIVERSITY">
-<span class="sig-name descname"><span class="pre">DIVERSITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DIVERSITY'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.DIVERSITY" title="Link to this definition">¶</a></dt>
-<dd><p>Steer text prompts to regions of latent space with a larger
-diversity of music.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.MUSIC_GENERATION_MODE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MUSIC_GENERATION_MODE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MUSIC_GENERATION_MODE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.MUSIC_GENERATION_MODE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Rely on the server default generation mode.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.QUALITY">
-<span class="sig-name descname"><span class="pre">QUALITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'QUALITY'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.QUALITY" title="Link to this definition">¶</a></dt>
-<dd><p>Steer text prompts to regions of latent space with higher quality
-music.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.MusicGenerationMode.VOCALIZATION">
-<span class="sig-name descname"><span class="pre">VOCALIZATION</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'VOCALIZATION'</span></em><a class="headerlink" href="#genai.types.MusicGenerationMode.VOCALIZATION" title="Link to this definition">¶</a></dt>
-<dd><p>Steer text prompts to regions of latent space more likely to
-generate music with vocals.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PartialArg.will_continue">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'willContinue')</span></em><a class="headerlink" href="#genai.types.PartialArg.will_continue" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Operation">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Operation</span></span><a class="headerlink" href="#genai.types.Operation" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
-<p>A long-running operation.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartialArgDict</span></span><a class="headerlink" href="#genai.types.PartialArgDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Partial argument value of the function call.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Operation.done">
-<span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='If</span> <span class="pre">the</span> <span class="pre">value</span> <span class="pre">is</span> <span class="pre">`false`,</span> <span class="pre">it</span> <span class="pre">means</span> <span class="pre">the</span> <span class="pre">operation</span> <span class="pre">is</span> <span class="pre">still</span> <span class="pre">in</span> <span class="pre">progress.</span> <span class="pre">If</span> <span class="pre">`true`,</span> <span class="pre">the</span> <span class="pre">operation</span> <span class="pre">is</span> <span class="pre">completed,</span> <span class="pre">and</span> <span class="pre">either</span> <span class="pre">`error`</span> <span class="pre">or</span> <span class="pre">`response`</span> <span class="pre">is</span> <span class="pre">available.')</span></em><a class="headerlink" href="#genai.types.Operation.done" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict.bool_value">
+<span class="sig-name descname"><span class="pre">bool_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.bool_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a boolean value.</p>
+</dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Operation.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='The</span> <span class="pre">error</span> <span class="pre">result</span> <span class="pre">of</span> <span class="pre">the</span> <span class="pre">operation</span> <span class="pre">in</span> <span class="pre">case</span> <span class="pre">of</span> <span class="pre">failure</span> <span class="pre">or</span> <span class="pre">cancellation.')</span></em><a class="headerlink" href="#genai.types.Operation.error" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Operation.from_api_response">
-<em class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_api_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">api_response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_vertex_ai</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Operation.from_api_response" title="Link to this definition">¶</a></dt>
-<dd><p>Creates an Operation from an API response.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict.json_path">
+<span class="sig-name descname"><span class="pre">json_path</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.json_path" title="Link to this definition">¶</a></dt>
+<dd><p>//datatracker.ietf.org/doc/html/rfc9535. e.g. “$.foo.bar[0].data”.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Self</span></code></span></p>
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Required. A JSON Path (RFC 9535) to the argument being streamed. https</p>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Operation.metadata">
-<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='Service-specific</span> <span class="pre">metadata</span> <span class="pre">associated</span> <span class="pre">with</span> <span class="pre">the</span> <span class="pre">operation.</span> <span class="pre">It</span> <span class="pre">typically</span> <span class="pre">contains</span> <span class="pre">progress</span> <span class="pre">information</span> <span class="pre">and</span> <span class="pre">common</span> <span class="pre">metadata</span> <span class="pre">such</span> <span class="pre">as</span> <span class="pre">create</span> <span class="pre">time.</span> <span class="pre">Some</span> <span class="pre">services</span> <span class="pre">might</span> <span class="pre">not</span> <span class="pre">provide</span> <span class="pre">such</span> <span class="pre">metadata.</span>&#160; <span class="pre">Any</span> <span class="pre">method</span> <span class="pre">that</span> <span class="pre">returns</span> <span class="pre">a</span> <span class="pre">long-running</span> <span class="pre">operation</span> <span class="pre">should</span> <span class="pre">document</span> <span class="pre">the</span> <span class="pre">metadata</span> <span class="pre">type,</span> <span class="pre">if</span> <span class="pre">any.')</span></em><a class="headerlink" href="#genai.types.Operation.metadata" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Operation.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">FieldInfo(annotation=NoneType,</span> <span class="pre">required=False,</span> <span class="pre">default=None,</span> <span class="pre">description='The</span> <span class="pre">server-assigned</span> <span class="pre">name,</span> <span class="pre">which</span> <span class="pre">is</span> <span class="pre">only</span> <span class="pre">unique</span> <span class="pre">within</span> <span class="pre">the</span> <span class="pre">same</span> <span class="pre">service</span> <span class="pre">that</span> <span class="pre">originally</span> <span class="pre">returns</span> <span class="pre">it.</span> <span class="pre">If</span> <span class="pre">you</span> <span class="pre">use</span> <span class="pre">the</span> <span class="pre">default</span> <span class="pre">HTTP</span> <span class="pre">mapping,</span> <span class="pre">the</span> <span class="pre">`name`</span> <span class="pre">should</span> <span class="pre">be</span> <span class="pre">a</span> <span class="pre">resource</span> <span class="pre">name</span> <span class="pre">ending</span> <span class="pre">with</span> <span class="pre">`operations/{unique_id}`.')</span></em><a class="headerlink" href="#genai.types.Operation.name" title="Link to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.Outcome">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Outcome</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Outcome" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Outcome of the code execution.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_DEADLINE_EXCEEDED">
-<span class="sig-name descname"><span class="pre">OUTCOME_DEADLINE_EXCEEDED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_DEADLINE_EXCEEDED'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_DEADLINE_EXCEEDED" title="Link to this definition">¶</a></dt>
-<dd><p>Code execution ran for too long, and was cancelled. There may or may not be a partial <cite>output</cite> present.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict.null_value">
+<span class="sig-name descname"><span class="pre">null_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'NULL_VALUE'</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.null_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a null value.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_FAILED">
-<span class="sig-name descname"><span class="pre">OUTCOME_FAILED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_FAILED'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_FAILED" title="Link to this definition">¶</a></dt>
-<dd><p>Code execution failed. <cite>output</cite> contains the stderr and stdout, if any.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict.number_value">
+<span class="sig-name descname"><span class="pre">number_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.number_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a double value.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_OK">
-<span class="sig-name descname"><span class="pre">OUTCOME_OK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_OK'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_OK" title="Link to this definition">¶</a></dt>
-<dd><p>Code execution completed successfully. <cite>output</cite> contains the stdout, if any.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict.string_value">
+<span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.string_value" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Represents a string value.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.Outcome.OUTCOME_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">OUTCOME_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'OUTCOME_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.Outcome.OUTCOME_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified status. This value should not be used.</p>
+<dt class="sig sig-object py" id="genai.types.PartialArgDict.will_continue">
+<span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.will_continue" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.OutputConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputConfig</span></span><a class="headerlink" href="#genai.types.OutputConfig" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartnerModelTuningSpec</span></span><a class="headerlink" href="#genai.types.PartnerModelTuningSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for evaluation output.</p>
+<p>Tuning spec for Partner models.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for evaluation output.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartnerModelTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning spec for Partner models.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;gcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GcsDestination&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud storage destination for evaluation output.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GcsDestination&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Google Cloud Storage location where the output is to be written to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outputUriPrefix&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Google Cloud Storage URI to output directory. If the uri doesn&#39;t end with &#39;/&#39;, a &#39;/&#39; will be automatically appended. The directory is created if it doesn&#39;t exist.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputuriprefix&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GcsDestination&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -155225,16 +213687,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.OutputConfig.gcs_destination" title="genai.types.OutputConfig.gcs_destination"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_destination</span> <span class="pre">(genai.types.GcsDestination</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartnerModelTuningSpec.hyper_parameters" title="genai.types.PartnerModelTuningSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartnerModelTuningSpec.training_dataset_uri" title="genai.types.PartnerModelTuningSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PartnerModelTuningSpec.validation_dataset_uri" title="genai.types.PartnerModelTuningSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.OutputConfig.gcs_destination">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_destination</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsDestination" title="genai.types.GcsDestination"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsDestination</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsDestination')</span></em><a class="headerlink" href="#genai.types.OutputConfig.gcs_destination" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud storage destination for evaluation output.</p>
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec.hyper_parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155244,68 +213708,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.OutputConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputConfigDict</span></span><a class="headerlink" href="#genai.types.OutputConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for evaluation output.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.OutputConfigDict.gcs_destination">
-<span class="sig-name descname"><span class="pre">gcs_destination</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GcsDestinationDict" title="genai.types.GcsDestinationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GcsDestinationDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.OutputConfigDict.gcs_destination" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud storage destination for evaluation output.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.OutputInfo">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputInfo</span></span><a class="headerlink" href="#genai.types.OutputInfo" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Describes the info for output of EvaluationService.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OutputInfo&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the info for output of EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;gcsOutputDirectory&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsoutputdirectory&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec.training_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.OutputInfo.gcs_output_directory" title="genai.types.OutputInfo.gcs_output_directory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_output_directory</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.OutputInfo.gcs_output_directory">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gcs_output_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'gcsOutputDirectory')</span></em><a class="headerlink" href="#genai.types.OutputInfo.gcs_output_directory" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.</p>
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155318,56 +213737,111 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.OutputInfoDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">OutputInfoDict</span></span><a class="headerlink" href="#genai.types.OutputInfoDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartnerModelTuningSpecDict</span></span><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Describes the info for output of EvaluationService.</p>
+<p>Tuning spec for Partner models.</p>
 <p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.OutputInfoDict.gcs_output_directory">
-<span class="sig-name descname"><span class="pre">gcs_output_directory</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.OutputInfoDict.gcs_output_directory" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The full path of the Cloud Storage directory created, into which the evaluation results and aggregation results are written.</p>
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict.hyper_parameters">
+<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict.training_dataset_uri">
+<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PairwiseChoice">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseChoice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PairwiseChoice" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PersonGeneration">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PersonGeneration</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PersonGeneration" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only.</p>
-<p>Pairwise metric choice. This enum is not supported in Gemini API.</p>
+<p>Enum that controls the generation of people.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseChoice.BASELINE">
-<span class="sig-name descname"><span class="pre">BASELINE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BASELINE'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.BASELINE" title="Link to this definition">¶</a></dt>
-<dd><p>Baseline prediction wins</p>
+<dt class="sig sig-object py" id="genai.types.PersonGeneration.ALLOW_ADULT">
+<span class="sig-name descname"><span class="pre">ALLOW_ADULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ALLOW_ADULT'</span></em><a class="headerlink" href="#genai.types.PersonGeneration.ALLOW_ADULT" title="Link to this definition">¶</a></dt>
+<dd><p>Generate images of adults, but not children.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseChoice.CANDIDATE">
-<span class="sig-name descname"><span class="pre">CANDIDATE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'CANDIDATE'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.CANDIDATE" title="Link to this definition">¶</a></dt>
-<dd><p>Candidate prediction wins</p>
+<dt class="sig sig-object py" id="genai.types.PersonGeneration.ALLOW_ALL">
+<span class="sig-name descname"><span class="pre">ALLOW_ALL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ALLOW_ALL'</span></em><a class="headerlink" href="#genai.types.PersonGeneration.ALLOW_ALL" title="Link to this definition">¶</a></dt>
+<dd><p>Generate images that include adults and children.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseChoice.PAIRWISE_CHOICE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">PAIRWISE_CHOICE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PAIRWISE_CHOICE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.PAIRWISE_CHOICE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified prediction choice.</p>
+<dt class="sig sig-object py" id="genai.types.PersonGeneration.DONT_ALLOW">
+<span class="sig-name descname"><span class="pre">DONT_ALLOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DONT_ALLOW'</span></em><a class="headerlink" href="#genai.types.PersonGeneration.DONT_ALLOW" title="Link to this definition">¶</a></dt>
+<dd><p>Block generation of images of people.</p>
+</dd></dl>
+
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PhishBlockThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PhishBlockThreshold" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Sites with confidence level chosen &amp; above this value will be blocked from the search results.</p>
+<p>This enum is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseChoice.TIE">
-<span class="sig-name descname"><span class="pre">TIE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TIE'</span></em><a class="headerlink" href="#genai.types.PairwiseChoice.TIE" title="Link to this definition">¶</a></dt>
-<dd><p>Winner cannot be determined</p>
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_HIGHER_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_HIGHER_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_HIGHER_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_HIGHER_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Blocks Higher and above confidence URL that is risky.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_HIGH_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_HIGH_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_HIGH_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_HIGH_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Blocks High and above confidence URL that is risky.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_LOW_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_LOW_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_LOW_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_LOW_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Blocks Low and above confidence URL that is risky.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_MEDIUM_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_MEDIUM_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_MEDIUM_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_MEDIUM_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Blocks Medium and above confidence URL that is risky.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_ONLY_EXTREMELY_HIGH">
+<span class="sig-name descname"><span class="pre">BLOCK_ONLY_EXTREMELY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_ONLY_EXTREMELY_HIGH'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_ONLY_EXTREMELY_HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>Blocks Extremely high confidence URL that is risky.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_VERY_HIGH_AND_ABOVE">
+<span class="sig-name descname"><span class="pre">BLOCK_VERY_HIGH_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_VERY_HIGH_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_VERY_HIGH_AND_ABOVE" title="Link to this definition">¶</a></dt>
+<dd><p>Blocks Very high and above confidence URL that is risky.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.PHISH_BLOCK_THRESHOLD_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">PHISH_BLOCK_THRESHOLD_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PHISH_BLOCK_THRESHOLD_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.PHISH_BLOCK_THRESHOLD_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Defaults to unspecified.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricResult</span></span><a class="headerlink" href="#genai.types.PairwiseMetricResult" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricResult</span></span><a class="headerlink" href="#genai.types.PointwiseMetricResult" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for pairwise metric result.</p>
+<p>Spec for pointwise metric result.</p>
 <p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
@@ -155375,8 +213849,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -155401,20 +213875,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pairwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;pairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PairwiseChoice&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pairwise metric choice.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -155438,17 +213913,6 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PairwiseChoice&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only.\n\nPairwise metric choice. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PAIRWISE_CHOICE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BASELINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;CANDIDATE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TIE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseChoice&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -155481,17 +213945,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricResult.custom_output" title="genai.types.PairwiseMetricResult.custom_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output</span> <span class="pre">(genai.types.CustomOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricResult.explanation" title="genai.types.PairwiseMetricResult.explanation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explanation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricResult.pairwise_choice" title="genai.types.PairwiseMetricResult.pairwise_choice"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pairwise_choice</span> <span class="pre">(genai.types.PairwiseChoice</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PointwiseMetricResult.custom_output" title="genai.types.PointwiseMetricResult.custom_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output</span> <span class="pre">(genai.types.CustomOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PointwiseMetricResult.explanation" title="genai.types.PointwiseMetricResult.explanation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explanation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PointwiseMetricResult.score" title="genai.types.PointwiseMetricResult.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult.custom_output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutput" title="genai.types.CustomOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutput')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResult.custom_output" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult.custom_output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutput" title="genai.types.CustomOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutput')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResult.custom_output" title="Link to this definition">¶</a></dt>
 <dd><p>Output only. Spec for custom output.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
@@ -155503,9 +213967,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult.explanation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResult.explanation" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Explanation for pairwise metric score.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult.explanation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResult.explanation" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Explanation for pointwise metric score.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155516,9 +213980,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResult.pairwise_choice">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pairwise_choice</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PairwiseChoice" title="genai.types.PairwiseChoice"><code class="xref py py-class docutils literal notranslate"><span class="pre">PairwiseChoice</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pairwiseChoice')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResult.pairwise_choice" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Pairwise metric choice.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult.score">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResult.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Pointwise metric score.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155531,44 +213995,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricResultDict</span></span><a class="headerlink" href="#genai.types.PairwiseMetricResultDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricResultDict</span></span><a class="headerlink" href="#genai.types.PointwiseMetricResultDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for pairwise metric result.</p>
+<p>Spec for pointwise metric result.</p>
 <p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict.custom_output">
-<span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputDict" title="genai.types.CustomOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResultDict.custom_output" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict.custom_output">
+<span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputDict" title="genai.types.CustomOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResultDict.custom_output" title="Link to this definition">¶</a></dt>
 <dd><p>Output only. Spec for custom output.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict.explanation">
-<span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResultDict.explanation" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Explanation for pairwise metric score.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict.explanation">
+<span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResultDict.explanation" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Explanation for pointwise metric score.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricResultDict.pairwise_choice">
-<span class="sig-name descname"><span class="pre">pairwise_choice</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PairwiseChoice" title="genai.types.PairwiseChoice"><code class="xref py py-class docutils literal notranslate"><span class="pre">PairwiseChoice</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricResultDict.pairwise_choice" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Pairwise metric choice.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict.score">
+<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResultDict.score" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Pointwise metric score.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricSpec</span></span><a class="headerlink" href="#genai.types.PairwiseMetricSpec" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricSpec</span></span><a class="headerlink" href="#genai.types.PointwiseMetricSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for pairwise metric.</p>
+<p>Spec for pointwise metric.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PairwiseMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pairwise metric.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -155581,35 +214045,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pairwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;baselineResponseFieldName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The field name of the baseline response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baselineresponsefieldname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;candidateResponseFieldName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The field name of the candidate response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidateresponsefieldname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
@@ -155620,7 +214058,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. When this config is set, the default output is replaced with the raw output string. If a custom format is chosen, the `pairwise_choice` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -155632,7 +214070,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pairwise metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -155666,20 +214104,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.baseline_response_field_name" title="genai.types.PairwiseMetricSpec.baseline_response_field_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">baseline_response_field_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.candidate_response_field_name" title="genai.types.PairwiseMetricSpec.candidate_response_field_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">candidate_response_field_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.custom_output_format_config" title="genai.types.PairwiseMetricSpec.custom_output_format_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output_format_config</span> <span class="pre">(genai.types.CustomOutputFormatConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.metric_prompt_template" title="genai.types.PairwiseMetricSpec.metric_prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PairwiseMetricSpec.system_instruction" title="genai.types.PairwiseMetricSpec.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PointwiseMetricSpec.custom_output_format_config" title="genai.types.PointwiseMetricSpec.custom_output_format_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output_format_config</span> <span class="pre">(genai.types.CustomOutputFormatConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PointwiseMetricSpec.metric_prompt_template" title="genai.types.PointwiseMetricSpec.metric_prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PointwiseMetricSpec.system_instruction" title="genai.types.PointwiseMetricSpec.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.baseline_response_field_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">baseline_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baselineResponseFieldName')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.baseline_response_field_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The field name of the baseline response.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec.custom_output_format_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfig" title="genai.types.CustomOutputFormatConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutputFormatConfig')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpec.custom_output_format_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the <cite>score</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155690,9 +214126,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.candidate_response_field_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">candidate_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'candidateResponseFieldName')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.candidate_response_field_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The field name of the candidate response.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec.metric_prompt_template">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricPromptTemplate')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpec.metric_prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Metric prompt template for pointwise metric.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155703,9 +214139,127 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.custom_output_format_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfig" title="genai.types.CustomOutputFormatConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutputFormatConfig')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.custom_output_format_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. CustomOutputFormatConfig allows customization of metric output. When this config is set, the default output is replaced with the raw output string. If a custom format is chosen, the <cite>pairwise_choice</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p>
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpec.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. System instructions for pointwise metric.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricSpecDict</span></span><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Spec for pointwise metric.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict.custom_output_format_config">
+<span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfigDict" title="genai.types.CustomOutputFormatConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict.custom_output_format_config" title="Link to this definition">¶</a></dt>
+<dd><ul class="simple">
+<li><p>The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the <cite>score</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p></li>
+</ul>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict.metric_prompt_template">
+<span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict.metric_prompt_template" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Metric prompt template for pointwise metric.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. System instructions for pointwise metric.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.PreTunedModel">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreTunedModel</span></span><a class="headerlink" href="#genai.types.PreTunedModel" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A pre-tuned model for continuous tuning.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreTunedModel&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A pre-tuned model for continuous tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The name of the base model this PreTunedModel was tuned from.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The source checkpoint id. If not specified, the default checkpoint will be used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tunedModelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Model. E.g., a model resource name with a specified version id or alias: `projects/{project}/locations/{location}/models/{model}@{version_id}` `projects/{project}/locations/{location}/models/{model}@{alias}` Or, omit the version id to use the default version: `projects/{project}/locations/{location}/models/{model}`&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodelname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.PreTunedModel.base_model" title="genai.types.PreTunedModel.base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreTunedModel.checkpoint_id" title="genai.types.PreTunedModel.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreTunedModel.tuned_model_name" title="genai.types.PreTunedModel.tuned_model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreTunedModel.base_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseModel')</span></em><a class="headerlink" href="#genai.types.PreTunedModel.base_model" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The name of the base model this PreTunedModel was tuned from.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155716,9 +214270,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.metric_prompt_template">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricPromptTemplate')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.metric_prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Metric prompt template for pairwise metric.</p>
+<dt class="sig sig-object py" id="genai.types.PreTunedModel.checkpoint_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.PreTunedModel.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The source checkpoint id. If not specified, the default checkpoint will be used.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155729,9 +214283,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpec.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpec.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. System instructions for pairwise metric.</p>
+<dt class="sig sig-object py" id="genai.types.PreTunedModel.tuned_model_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedModelName')</span></em><a class="headerlink" href="#genai.types.PreTunedModel.tuned_model_name" title="Link to this definition">¶</a></dt>
+<dd><p>The resource name of the Model. E.g., a model resource name with a specified version id or alias: <cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite> <cite>projects/{project}/locations/{location}/models/{model}&#64;{alias}</cite> Or, omit the version id to use the default version: <cite>projects/{project}/locations/{location}/models/{model}</cite></p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -155744,352 +214298,659 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PairwiseMetricSpecDict</span></span><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PreTunedModelDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreTunedModelDict</span></span><a class="headerlink" href="#genai.types.PreTunedModelDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for pairwise metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.baseline_response_field_name">
-<span class="sig-name descname"><span class="pre">baseline_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.baseline_response_field_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The field name of the baseline response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.candidate_response_field_name">
-<span class="sig-name descname"><span class="pre">candidate_response_field_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.candidate_response_field_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The field name of the candidate response.</p>
-</dd></dl>
-
+<p>A pre-tuned model for continuous tuning.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.custom_output_format_config">
-<span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfigDict" title="genai.types.CustomOutputFormatConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.custom_output_format_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. CustomOutputFormatConfig allows customization of metric output. When this config is set, the default output is replaced with the raw output string. If a custom format is chosen, the <cite>pairwise_choice</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p>
+<dt class="sig sig-object py" id="genai.types.PreTunedModelDict.base_model">
+<span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreTunedModelDict.base_model" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The name of the base model this PreTunedModel was tuned from.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.metric_prompt_template">
-<span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.metric_prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Metric prompt template for pairwise metric.</p>
+<dt class="sig sig-object py" id="genai.types.PreTunedModelDict.checkpoint_id">
+<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreTunedModelDict.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The source checkpoint id. If not specified, the default checkpoint will be used.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PairwiseMetricSpecDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PairwiseMetricSpecDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. System instructions for pairwise metric.</p>
+<dt class="sig sig-object py" id="genai.types.PreTunedModelDict.tuned_model_name">
+<span class="sig-name descname"><span class="pre">tuned_model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreTunedModelDict.tuned_model_name" title="Link to this definition">¶</a></dt>
+<dd><p><cite>projects/{project}/locations/{location}/models/{model}</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The resource name of the Model. E.g., a model resource name with a specified version id or alias</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p><cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite> <cite>projects/{project}/locations/{location}/models/{model}&#64;{alias}</cite> Or, omit the version id to use the default version</p>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Part">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Part</span></span><a class="headerlink" href="#genai.types.Part" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PrebuiltVoiceConfig</span></span><a class="headerlink" href="#genai.types.PrebuiltVoiceConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A datatype containing media content.</p>
-<p>Exactly one field within a Part should be set, representing the specific type
-of content being conveyed. Using multiple fields within the same <cite>Part</cite>
-instance is considered invalid.</p>
+<p>Configuration for a prebuilt voice.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.PrebuiltVoiceConfig.voice_name" title="genai.types.PrebuiltVoiceConfig.voice_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfig.voice_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceName')</span></em><a class="headerlink" href="#genai.types.PrebuiltVoiceConfig.voice_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the prebuilt voice to use.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PrebuiltVoiceConfigDict</span></span><a class="headerlink" href="#genai.types.PrebuiltVoiceConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Configuration for a prebuilt voice.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfigDict.voice_name">
+<span class="sig-name descname"><span class="pre">voice_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PrebuiltVoiceConfigDict.voice_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of the prebuilt voice to use.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PredefinedMetricSpec</span></span><a class="headerlink" href="#genai.types.PredefinedMetricSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Spec for predefined metric.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.PredefinedMetricSpec.metric_spec_name" title="genai.types.PredefinedMetricSpec.metric_spec_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_spec_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PredefinedMetricSpec.metric_spec_parameters" title="genai.types.PredefinedMetricSpec.metric_spec_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_spec_parameters</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpec.metric_spec_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_spec_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricSpecName')</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpec.metric_spec_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of a pre-defined metric, such as “instruction_following_v1” or
+“text_quality_v1”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpec.metric_spec_parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_spec_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricSpecParameters')</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpec.metric_spec_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>The parameters needed to run the pre-defined metric.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PredefinedMetricSpecDict</span></span><a class="headerlink" href="#genai.types.PredefinedMetricSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Spec for predefined metric.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpecDict.metric_spec_name">
+<span class="sig-name descname"><span class="pre">metric_spec_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpecDict.metric_spec_name" title="Link to this definition">¶</a></dt>
+<dd><p>The name of a pre-defined metric, such as “instruction_following_v1” or
+“text_quality_v1”.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpecDict.metric_spec_parameters">
+<span class="sig-name descname"><span class="pre">metric_spec_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpecDict.metric_spec_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>The parameters needed to run the pre-defined metric.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationDataStats</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Statistics computed for datasets used for preference optimization.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed for datasets used for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;scoreVariancePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores variance per example.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;scoresDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExample&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user examples in the training dataset.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -156152,7 +215013,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -156489,6 +215350,79 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -156519,6 +215453,212 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
@@ -156855,78 +215995,628 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_indices" title="genai.types.PreferenceOptimizationDataStats.dropped_example_indices"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_indices</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_reasons" title="genai.types.PreferenceOptimizationDataStats.dropped_example_reasons"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_reasons</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution" title="genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score_variance_per_example_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.scores_distribution" title="genai.types.PreferenceOptimizationDataStats.scores_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scores_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.total_billable_token_count" title="genai.types.PreferenceOptimizationDataStats.total_billable_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_billable_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count" title="genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_dataset_example_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.tuning_step_count" title="genai.types.PreferenceOptimizationDataStats.tuning_step_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_step_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.user_dataset_examples" title="genai.types.PreferenceOptimizationDataStats.user_dataset_examples"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_dataset_examples</span> <span class="pre">(list[genai.types.GeminiPreferenceExample]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.user_input_token_distribution" title="genai.types.PreferenceOptimizationDataStats.user_input_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_input_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.user_output_token_distribution" title="genai.types.PreferenceOptimizationDataStats.user_output_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_output_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.dropped_example_indices">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleIndices')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_indices" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.dropped_example_reasons">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleReasons')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_reasons" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score_variance_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'scoreVariancePerExampleDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for scores variance per example.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.scores_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scores_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'scoresDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.scores_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for scores.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.total_billable_token_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalBillableTokenCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.total_billable_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningDatasetExampleCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of examples in the tuning dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.tuning_step_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningStepCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.tuning_step_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.user_dataset_examples">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExample" title="genai.types.GeminiPreferenceExample"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExample</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userDatasetExamples')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.user_dataset_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sample user examples in the training dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.user_input_token_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userInputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.user_input_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user input tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.user_output_token_distribution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userOutputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.user_output_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user output tokens.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationDataStatsDict</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Statistics computed for datasets used for preference optimization.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.dropped_example_indices">
+<span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.dropped_example_indices" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.dropped_example_reasons">
+<span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.dropped_example_reasons" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.score_variance_per_example_distribution">
+<span class="sig-name descname"><span class="pre">score_variance_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.score_variance_per_example_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for scores variance per example.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.scores_distribution">
+<span class="sig-name descname"><span class="pre">scores_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.scores_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for scores.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.total_billable_token_count">
+<span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.total_billable_token_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.tuning_dataset_example_count">
+<span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of examples in the tuning dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.tuning_step_count">
+<span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.tuning_step_count" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.user_dataset_examples">
+<span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExampleDict" title="genai.types.GeminiPreferenceExampleDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExampleDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.user_dataset_examples" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Sample user examples in the training dataset.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.user_input_token_distribution">
+<span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.user_input_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user input tokens.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.user_output_token_distribution">
+<span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.user_output_token_distribution" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Dataset distributions for the user output tokens.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationHyperParameters</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Hyperparameters for Preference Optimization.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Preference Optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for preference optimization.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Weight for KL Divergence regularization.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.adapter_size" title="genai.types.PreferenceOptimizationHyperParameters.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.beta" title="genai.types.PreferenceOptimizationHyperParameters.beta"><code class="xref py py-obj docutils literal notranslate"><span class="pre">beta</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.epoch_count" title="genai.types.PreferenceOptimizationHyperParameters.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier" title="genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.adapter_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Adapter size for preference optimization.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.beta">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.beta" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Weight for KL Divergence regularization.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.epoch_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of complete passes the model makes over the entire training dataset during training.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Multiplier for adjusting the default learning rate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationHyperParametersDict</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Hyperparameters for Preference Optimization.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.adapter_size">
+<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Adapter size for preference optimization.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.beta">
+<span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.beta" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Weight for KL Divergence regularization.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.epoch_count">
+<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of complete passes the model makes over the entire training dataset during training.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.learning_rate_multiplier">
+<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Multiplier for adjusting the default learning rate.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationSpec</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Preference optimization tuning spec for tuning.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Preference optimization tuning spec for tuning.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationHyperParameters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Preference Optimization.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Preference Optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for preference optimization.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Weight for KL Divergence regularization.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -156937,31 +216627,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Part.audio_transcription" title="genai.types.Part.audio_transcription"><code class="xref py py-obj docutils literal notranslate"><span class="pre">audio_transcription</span> <span class="pre">(genai.types.Transcription</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.code_execution_result" title="genai.types.Part.code_execution_result"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_execution_result</span> <span class="pre">(genai.types.CodeExecutionResult</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.executable_code" title="genai.types.Part.executable_code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">executable_code</span> <span class="pre">(genai.types.ExecutableCode</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.file_data" title="genai.types.Part.file_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_data</span> <span class="pre">(genai.types.FileData</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.function_call" title="genai.types.Part.function_call"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_call</span> <span class="pre">(genai.types.FunctionCall</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.function_response" title="genai.types.Part.function_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_response</span> <span class="pre">(genai.types.FunctionResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.inline_data" title="genai.types.Part.inline_data"><code class="xref py py-obj docutils literal notranslate"><span class="pre">inline_data</span> <span class="pre">(genai.types.Blob</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.media_processing" title="genai.types.Part.media_processing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_processing</span> <span class="pre">(genai.types.MediaProcessing</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.media_resolution" title="genai.types.Part.media_resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">media_resolution</span> <span class="pre">(genai.types.PartMediaResolution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.part_metadata" title="genai.types.Part.part_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">part_metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.text" title="genai.types.Part.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.thought" title="genai.types.Part.thought"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thought</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.thought_signature" title="genai.types.Part.thought_signature"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thought_signature</span> <span class="pre">(bytes</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.tool_call" title="genai.types.Part.tool_call"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_call</span> <span class="pre">(genai.types.ToolCall</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.tool_response" title="genai.types.Part.tool_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_response</span> <span class="pre">(genai.types.ToolResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Part.video_metadata" title="genai.types.Part.video_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">video_metadata</span> <span class="pre">(genai.types.VideoMetadata</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only" title="genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only"><code class="xref py py-obj docutils literal notranslate"><span class="pre">export_last_checkpoint_only</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.hyper_parameters" title="genai.types.PreferenceOptimizationSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.PreferenceOptimizationHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.training_dataset_uri" title="genai.types.PreferenceOptimizationSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.validation_dataset_uri" title="genai.types.PreferenceOptimizationSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.audio_transcription">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Transcription" title="genai.types.Transcription"><code class="xref py py-class docutils literal notranslate"><span class="pre">Transcription</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'audioTranscription')</span></em><a class="headerlink" href="#genai.types.Part.audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The transcription of the audio part.</p>
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exportLastCheckpointOnly')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -156972,9 +216650,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.code_execution_result">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CodeExecutionResult" title="genai.types.CodeExecutionResult"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResult</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'codeExecutionResult')</span></em><a class="headerlink" href="#genai.types.Part.code_execution_result" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The result of executing the ExecutableCode.</p>
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.hyper_parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters" title="genai.types.PreferenceOptimizationHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">PreferenceOptimizationHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Hyperparameters for Preference Optimization.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -156985,9 +216663,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.executable_code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">executable_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExecutableCode" title="genai.types.ExecutableCode"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutableCode</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'executableCode')</span></em><a class="headerlink" href="#genai.types.Part.executable_code" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Code generated by the model that is intended to be executed.</p>
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.training_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -156998,9 +216676,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.file_data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileData" title="genai.types.FileData"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileData</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileData')</span></em><a class="headerlink" href="#genai.types.Part.file_data" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.</p>
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157010,10 +216688,87 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationSpecDict</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Preference optimization tuning spec for tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.export_last_checkpoint_only">
+<span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.hyper_parameters">
+<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParametersDict" title="genai.types.PreferenceOptimizationHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PreferenceOptimizationHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Hyperparameters for Preference Optimization.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.training_dataset_uri">
+<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ProactivityConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProactivityConfig</span></span><a class="headerlink" href="#genai.types.ProactivityConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for proactivity features.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ProactivityConfig.proactive_audio" title="genai.types.ProactivityConfig.proactive_audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactive_audio</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.function_call">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCall" title="genai.types.FunctionCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCall</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionCall')</span></em><a class="headerlink" href="#genai.types.Part.function_call" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.</p>
+<dt class="sig sig-object py" id="genai.types.ProactivityConfig.proactive_audio">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactive_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'proactiveAudio')</span></em><a class="headerlink" href="#genai.types.ProactivityConfig.proactive_audio" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, the model can reject responding to the last prompt. For
+example, this allows the model to ignore out of context speech or to stay
+silent if the user did not make a request, yet.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157023,10 +216778,118 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ProactivityConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProactivityConfigDict</span></span><a class="headerlink" href="#genai.types.ProactivityConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for proactivity features.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProactivityConfigDict.proactive_audio">
+<span class="sig-name descname"><span class="pre">proactive_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProactivityConfigDict.proactive_audio" title="Link to this definition">¶</a></dt>
+<dd><p>If enabled, the model can reject responding to the last prompt. For
+example, this allows the model to ignore out of context speech or to stay
+silent if the user did not make a request, yet.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ProductImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProductImage</span></span><a class="headerlink" href="#genai.types.ProductImage" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>An image of the product.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProductImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;productImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product to be recontextualized.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ProductImage.product_image" title="genai.types.ProductImage.product_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">product_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.function_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponse" title="genai.types.FunctionResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionResponse')</span></em><a class="headerlink" href="#genai.types.Part.function_response" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.</p>
+<dt class="sig sig-object py" id="genai.types.ProductImage.product_image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">product_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'productImage')</span></em><a class="headerlink" href="#genai.types.ProductImage.product_image" title="Link to this definition">¶</a></dt>
+<dd><p>An image of the product to be recontextualized.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157036,10 +216899,111 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ProductImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProductImageDict</span></span><a class="headerlink" href="#genai.types.ProductImageDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>An image of the product.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProductImageDict.product_image">
+<span class="sig-name descname"><span class="pre">product_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProductImageDict.product_image" title="Link to this definition">¶</a></dt>
+<dd><p>An image of the product to be recontextualized.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ProjectOperation">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProjectOperation</span></span><a class="headerlink" href="#genai.types.ProjectOperation" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A project-level operation in Gemini Enterprise Agent Platform.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProjectOperation&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A project-level operation in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error result of the operation in case of failure or cancellation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ProjectOperation.done" title="genai.types.ProjectOperation.done"><code class="xref py py-obj docutils literal notranslate"><span class="pre">done</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ProjectOperation.error" title="genai.types.ProjectOperation.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ProjectOperation.metadata" title="genai.types.ProjectOperation.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ProjectOperation.name" title="genai.types.ProjectOperation.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.inline_data">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Blob" title="genai.types.Blob"><code class="xref py py-class docutils literal notranslate"><span class="pre">Blob</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'inlineData')</span></em><a class="headerlink" href="#genai.types.Part.inline_data" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.</p>
+<dt class="sig sig-object py" id="genai.types.ProjectOperation.done">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.done" title="Link to this definition">¶</a></dt>
+<dd><p>If the value is <cite>false</cite>, it means the operation is still in progress. If <cite>true</cite>, the operation is completed, and either <cite>error</cite> or <cite>response</cite> is available.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157050,9 +217014,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.media_processing">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_processing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaProcessing" title="genai.types.MediaProcessing"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaProcessing</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaProcessing')</span></em><a class="headerlink" href="#genai.types.Part.media_processing" title="Link to this definition">¶</a></dt>
-<dd><p>How the model processes this part’s media for understanding.</p>
+<dt class="sig sig-object py" id="genai.types.ProjectOperation.error">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.error" title="Link to this definition">¶</a></dt>
+<dd><p>The error result of the operation in case of failure or cancellation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157063,9 +217027,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.media_resolution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolution" title="genai.types.PartMediaResolution"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mediaResolution')</span></em><a class="headerlink" href="#genai.types.Part.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution for the input media.</p>
+<dt class="sig sig-object py" id="genai.types.ProjectOperation.metadata">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157076,9 +217040,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.part_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">part_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'partMetadata')</span></em><a class="headerlink" href="#genai.types.Part.part_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.</p>
+<dt class="sig sig-object py" id="genai.types.ProjectOperation.name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.name" title="Link to this definition">¶</a></dt>
+<dd><p>The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the <cite>name</cite> should be a resource name ending with <cite>operations/{unique_id}</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157088,10 +217052,192 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ProjectOperationDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProjectOperationDict</span></span><a class="headerlink" href="#genai.types.ProjectOperationDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A project-level operation in Gemini Enterprise Agent Platform.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.done">
+<span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.done" title="Link to this definition">¶</a></dt>
+<dd><p>If the value is <cite>false</cite>, it means the operation is still in progress. If <cite>true</cite>, the operation is completed, and either <cite>error</cite> or <cite>response</cite> is available.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.error">
+<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.error" title="Link to this definition">¶</a></dt>
+<dd><p>The error result of the operation in case of failure or cancellation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.metadata">
+<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.metadata" title="Link to this definition">¶</a></dt>
+<dd><p>Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.name" title="Link to this definition">¶</a></dt>
+<dd><p>The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the <cite>name</cite> should be a resource name ending with <cite>operations/{unique_id}</cite>.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ProminentPeople">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProminentPeople</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ProminentPeople" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Controls whether prominent people (celebrities) generation is allowed.</p>
+<p>If used with personGeneration, personGeneration enum would take precedence.
+For instance, if ALLOW_NONE is set, all person generation would be blocked. If
+this field is unspecified, the default behavior is to allow prominent people.
+This enum is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProminentPeople.ALLOW_PROMINENT_PEOPLE">
+<span class="sig-name descname"><span class="pre">ALLOW_PROMINENT_PEOPLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ALLOW_PROMINENT_PEOPLE'</span></em><a class="headerlink" href="#genai.types.ProminentPeople.ALLOW_PROMINENT_PEOPLE" title="Link to this definition">¶</a></dt>
+<dd><p>Allows the model to generate images of prominent people.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProminentPeople.BLOCK_PROMINENT_PEOPLE">
+<span class="sig-name descname"><span class="pre">BLOCK_PROMINENT_PEOPLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_PROMINENT_PEOPLE'</span></em><a class="headerlink" href="#genai.types.ProminentPeople.BLOCK_PROMINENT_PEOPLE" title="Link to this definition">¶</a></dt>
+<dd><p>Prevents the model from generating images of prominent people.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ProminentPeople.PROMINENT_PEOPLE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">PROMINENT_PEOPLE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROMINENT_PEOPLE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ProminentPeople.PROMINENT_PEOPLE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified value. The model will proceed with the default behavior, which is to allow generation of prominent people.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RagChunk">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunk</span></span><a class="headerlink" href="#genai.types.RagChunk" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A RagChunk includes the content of a chunk of a RagFile, and associated metadata.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RagChunk.chunk_id" title="genai.types.RagChunk.chunk_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">chunk_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagChunk.file_id" title="genai.types.RagChunk.file_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagChunk.page_span" title="genai.types.RagChunk.page_span"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_span</span> <span class="pre">(genai.types.RagChunkPageSpan</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagChunk.text" title="genai.types.RagChunk.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Part.text" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to &#64;mentioned items will be converted to markdown boldface text. For example <cite>&#64;my-repo</cite> will be converted to and sent as <cite>**my-repo**</cite> by the IDE agent.</p>
+<dt class="sig sig-object py" id="genai.types.RagChunk.chunk_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chunk_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'chunkId')</span></em><a class="headerlink" href="#genai.types.RagChunk.chunk_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the chunk.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157102,9 +217248,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.thought">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thought</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Part.thought" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Indicates whether the <cite>part</cite> represents the model’s thought process or reasoning.</p>
+<dt class="sig sig-object py" id="genai.types.RagChunk.file_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileId')</span></em><a class="headerlink" href="#genai.types.RagChunk.file_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the file that the chunk belongs to.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157115,9 +217261,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.thought_signature">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thought_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thoughtSignature')</span></em><a class="headerlink" href="#genai.types.Part.thought_signature" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. An opaque signature for the thought so it can be reused in subsequent requests.</p>
+<dt class="sig sig-object py" id="genai.types.RagChunk.page_span">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_span</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunkPageSpan" title="genai.types.RagChunkPageSpan"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunkPageSpan</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSpan')</span></em><a class="headerlink" href="#genai.types.RagChunk.page_span" title="Link to this definition">¶</a></dt>
+<dd><p>If populated, represents where the chunk starts and ends in the document.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157128,9 +217274,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.tool_call">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCall" title="genai.types.ToolCall"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCall</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolCall')</span></em><a class="headerlink" href="#genai.types.Part.tool_call" title="Link to this definition">¶</a></dt>
-<dd><p>Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.</p>
+<dt class="sig sig-object py" id="genai.types.RagChunk.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagChunk.text" title="Link to this definition">¶</a></dt>
+<dd><p>The content of the chunk.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157140,10 +217286,101 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RagChunkDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunkDict</span></span><a class="headerlink" href="#genai.types.RagChunkDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A RagChunk includes the content of a chunk of a RagFile, and associated metadata.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagChunkDict.chunk_id">
+<span class="sig-name descname"><span class="pre">chunk_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.chunk_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the chunk.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagChunkDict.file_id">
+<span class="sig-name descname"><span class="pre">file_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.file_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the file that the chunk belongs to.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagChunkDict.page_span">
+<span class="sig-name descname"><span class="pre">page_span</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunkPageSpanDict" title="genai.types.RagChunkPageSpanDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunkPageSpanDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.page_span" title="Link to this definition">¶</a></dt>
+<dd><p>If populated, represents where the chunk starts and ends in the document.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagChunkDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>The content of the chunk.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RagChunkPageSpan">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunkPageSpan</span></span><a class="headerlink" href="#genai.types.RagChunkPageSpan" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Represents where the chunk starts and ends in the document.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RagChunkPageSpan.first_page" title="genai.types.RagChunkPageSpan.first_page"><code class="xref py py-obj docutils literal notranslate"><span class="pre">first_page</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagChunkPageSpan.last_page" title="genai.types.RagChunkPageSpan.last_page"><code class="xref py py-obj docutils literal notranslate"><span class="pre">last_page</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.tool_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolResponse" title="genai.types.ToolResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolResponse')</span></em><a class="headerlink" href="#genai.types.Part.tool_response" title="Link to this definition">¶</a></dt>
-<dd><p>The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.</p>
+<dt class="sig sig-object py" id="genai.types.RagChunkPageSpan.first_page">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">first_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'firstPage')</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpan.first_page" title="Link to this definition">¶</a></dt>
+<dd><p>Page where chunk starts in the document. Inclusive. 1-indexed.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157154,9 +217391,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Part.video_metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoMetadata" title="genai.types.VideoMetadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoMetadata</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'videoMetadata')</span></em><a class="headerlink" href="#genai.types.Part.video_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.</p>
+<dt class="sig sig-object py" id="genai.types.RagChunkPageSpan.last_page">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastPage')</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpan.last_page" title="Link to this definition">¶</a></dt>
+<dd><p>Page where chunk ends in the document. Inclusive. 1-indexed.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157166,91 +217403,302 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_bytes">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_bytes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">media_resolution</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_bytes" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_code_execution_result">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_code_execution_result</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">outcome</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_code_execution_result" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
-</dd>
-</dl>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RagChunkPageSpanDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunkPageSpanDict</span></span><a class="headerlink" href="#genai.types.RagChunkPageSpanDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Represents where the chunk starts and ends in the document.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagChunkPageSpanDict.first_page">
+<span class="sig-name descname"><span class="pre">first_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpanDict.first_page" title="Link to this definition">¶</a></dt>
+<dd><p>Page where chunk starts in the document. Inclusive. 1-indexed.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_executable_code">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_executable_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">code</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">language</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_executable_code" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagChunkPageSpanDict.last_page">
+<span class="sig-name descname"><span class="pre">last_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpanDict.last_page" title="Link to this definition">¶</a></dt>
+<dd><p>Page where chunk ends in the document. Inclusive. 1-indexed.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_function_call">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_function_call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_function_call" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_function_response">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_function_response</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">response</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parts</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_function_response" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfig</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Specifies the context retrieval config.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.filter" title="genai.types.RagRetrievalConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(genai.types.RagRetrievalConfigFilter</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.hybrid_search" title="genai.types.RagRetrievalConfig.hybrid_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hybrid_search</span> <span class="pre">(genai.types.RagRetrievalConfigHybridSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.ranking" title="genai.types.RagRetrievalConfig.ranking"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ranking</span> <span class="pre">(genai.types.RagRetrievalConfigRanking</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.top_k" title="genai.types.RagRetrievalConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter" title="genai.types.RagRetrievalConfigFilter"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigFilter</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for filters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_text">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_text</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">text</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_text" title="Link to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.hybrid_search">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hybrid_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigHybridSearch" title="genai.types.RagRetrievalConfigHybridSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigHybridSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hybridSearch')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.hybrid_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for Hybrid Search.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.from_uri">
-<em class="property"><span class="k"><span class="pre">classmethod</span></span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_uri</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="keyword-only-separator o"><abbr title="Keyword-only parameters separator (PEP 3102)"><span class="pre">*</span></abbr></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_uri</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mime_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">media_resolution</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.from_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Creates a Part from a file uri.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.ranking">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ranking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRanking" title="genai.types.RagRetrievalConfigRanking"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRanking</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.ranking" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for ranking and reranking.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#genai.types.Part" title="genai.types.Part"><code class="xref py py-class docutils literal notranslate"><span class="pre">Part</span></code></a></span></p>
-</dd>
-<dt class="field-even">Parameters<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><strong>file_uri</strong> (<em>str</em>) – The uri of the file</p></li>
-<li><p><strong>mime_type</strong> (<em>str</em>) – mime_type: The MIME type of the file. If not provided,
-the MIME type will be automatically determined.</p></li>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="genai.types.Part.as_image">
-<span class="sig-name descname"><span class="pre">as_image</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.Part.as_image" title="Link to this definition">¶</a></dt>
-<dd><p>Returns the part as a PIL Image, or None if the part is not an image.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.top_k">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of contexts to retrieve.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a>]</span></p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
@@ -157258,164 +217706,90 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PartDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartDict</span></span><a class="headerlink" href="#genai.types.PartDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A datatype containing media content.</p>
-<p>Exactly one field within a Part should be set, representing the specific type
-of content being conveyed. Using multiple fields within the same <cite>Part</cite>
-instance is considered invalid.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.audio_transcription">
-<span class="sig-name descname"><span class="pre">audio_transcription</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TranscriptionDict" title="genai.types.TranscriptionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TranscriptionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.audio_transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The transcription of the audio part.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.code_execution_result">
-<span class="sig-name descname"><span class="pre">code_execution_result</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CodeExecutionResultDict" title="genai.types.CodeExecutionResultDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CodeExecutionResultDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.code_execution_result" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The result of executing the ExecutableCode.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.executable_code">
-<span class="sig-name descname"><span class="pre">executable_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ExecutableCodeDict" title="genai.types.ExecutableCodeDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ExecutableCodeDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.executable_code" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Code generated by the model that is intended to be executed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.file_data">
-<span class="sig-name descname"><span class="pre">file_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileDataDict" title="genai.types.FileDataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.file_data" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.function_call">
-<span class="sig-name descname"><span class="pre">function_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallDict" title="genai.types.FunctionCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.function_call" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.function_response">
-<span class="sig-name descname"><span class="pre">function_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionResponseDict" title="genai.types.FunctionResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.function_response" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.inline_data">
-<span class="sig-name descname"><span class="pre">inline_data</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.BlobDict" title="genai.types.BlobDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">BlobDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.inline_data" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.media_processing">
-<span class="sig-name descname"><span class="pre">media_processing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MediaProcessing" title="genai.types.MediaProcessing"><code class="xref py py-class docutils literal notranslate"><span class="pre">MediaProcessing</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.media_processing" title="Link to this definition">¶</a></dt>
-<dd><p>How the model processes this part’s media for understanding.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.media_resolution">
-<span class="sig-name descname"><span class="pre">media_resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolutionDict" title="genai.types.PartMediaResolutionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolutionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.media_resolution" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution for the input media.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.part_metadata">
-<span class="sig-name descname"><span class="pre">part_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PartDict.part_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to &#64;mentioned items will be converted to markdown boldface text. For example <cite>&#64;my-repo</cite> will be converted to and sent as <cite>**my-repo**</cite> by the IDE agent.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.thought">
-<span class="sig-name descname"><span class="pre">thought</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.thought" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Indicates whether the <cite>part</cite> represents the model’s thought process or reasoning.</p>
-</dd></dl>
-
+<p>Specifies the context retrieval config.</p>
+<p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.thought_signature">
-<span class="sig-name descname"><span class="pre">thought_signature</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.thought_signature" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. An opaque signature for the thought so it can be reused in subsequent requests.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.filter">
+<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigFilterDict" title="genai.types.RagRetrievalConfigFilterDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigFilterDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for filters.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.tool_call">
-<span class="sig-name descname"><span class="pre">tool_call</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCallDict" title="genai.types.ToolCallDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCallDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.tool_call" title="Link to this definition">¶</a></dt>
-<dd><p>Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.hybrid_search">
+<span class="sig-name descname"><span class="pre">hybrid_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigHybridSearchDict" title="genai.types.RagRetrievalConfigHybridSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigHybridSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.hybrid_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for Hybrid Search.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.tool_response">
-<span class="sig-name descname"><span class="pre">tool_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolResponseDict" title="genai.types.ToolResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.tool_response" title="Link to this definition">¶</a></dt>
-<dd><p>The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.ranking">
+<span class="sig-name descname"><span class="pre">ranking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingDict" title="genai.types.RagRetrievalConfigRankingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.ranking" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for ranking and reranking.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartDict.video_metadata">
-<span class="sig-name descname"><span class="pre">video_metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.VideoMetadataDict" title="genai.types.VideoMetadataDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">VideoMetadataDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartDict.video_metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.top_k">
+<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.top_k" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The number of contexts to retrieve.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolution">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartMediaResolution</span></span><a class="headerlink" href="#genai.types.PartMediaResolution" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigFilter</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Media resolution for the input media.</p>
+<p>Config for filters. This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -157425,17 +217799,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PartMediaResolution.level" title="genai.types.PartMediaResolution.level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">level</span> <span class="pre">(genai.types.PartMediaResolutionLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartMediaResolution.num_tokens" title="genai.types.PartMediaResolution.num_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">num_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter.metadata_filter" title="genai.types.RagRetrievalConfigFilter.metadata_filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata_filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter.vector_distance_threshold" title="genai.types.RagRetrievalConfigFilter.vector_distance_threshold"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vector_distance_threshold</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter.vector_similarity_threshold" title="genai.types.RagRetrievalConfigFilter.vector_similarity_threshold"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vector_similarity_threshold</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolution.level">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolutionLevel" title="genai.types.PartMediaResolutionLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolutionLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PartMediaResolution.level" title="Link to this definition">¶</a></dt>
-<dd><p>The tokenization quality used for given media.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter.metadata_filter">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metadataFilter')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter.metadata_filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. String for metadata filtering.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157446,9 +217821,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolution.num_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">num_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numTokens')</span></em><a class="headerlink" href="#genai.types.PartMediaResolution.num_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Specifies the required sequence length for media tokenization.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter.vector_distance_threshold">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vector_distance_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'vectorDistanceThreshold')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter.vector_distance_threshold" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Only returns contexts with vector distance smaller than the threshold.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter.vector_similarity_threshold">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vector_similarity_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'vectorSimilarityThreshold')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter.vector_similarity_threshold" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Only returns contexts with vector similarity larger than the threshold.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157461,66 +217849,105 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartMediaResolutionDict</span></span><a class="headerlink" href="#genai.types.PartMediaResolutionDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigFilterDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Media resolution for the input media.</p>
+<p>Config for filters. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionDict.level">
-<span class="sig-name descname"><span class="pre">level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PartMediaResolutionLevel" title="genai.types.PartMediaResolutionLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">PartMediaResolutionLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionDict.level" title="Link to this definition">¶</a></dt>
-<dd><p>The tokenization quality used for given media.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict.metadata_filter">
+<span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict.metadata_filter" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. String for metadata filtering.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionDict.num_tokens">
-<span class="sig-name descname"><span class="pre">num_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionDict.num_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Specifies the required sequence length for media tokenization.</p>
-</dd></dl>
-
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict.vector_distance_threshold">
+<span class="sig-name descname"><span class="pre">vector_distance_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict.vector_distance_threshold" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Only returns contexts with vector distance smaller than the threshold.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartMediaResolutionLevel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PartMediaResolutionLevel" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The tokenization quality used for given media.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_HIGH">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_HIGH'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to high.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict.vector_similarity_threshold">
+<span class="sig-name descname"><span class="pre">vector_similarity_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict.vector_similarity_threshold" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Only returns contexts with vector similarity larger than the threshold.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_LOW">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_LOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_LOW'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_LOW" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to low.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_MEDIUM">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_MEDIUM</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_MEDIUM'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_MEDIUM" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to medium.</p>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigHybridSearch</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for Hybrid Search. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigHybridSearch.alpha" title="genai.types.RagRetrievalConfigHybridSearch.alpha"><code class="xref py py-obj docutils literal notranslate"><span class="pre">alpha</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearch.alpha">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">alpha</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearch.alpha" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_ULTRA_HIGH">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_ULTRA_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_ULTRA_HIGH'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_ULTRA_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution set to ultra high.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigHybridSearchDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for Hybrid Search. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">MEDIA_RESOLUTION_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_RESOLUTION_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Media resolution has not been set.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearchDict.alpha">
+<span class="sig-name descname"><span class="pre">alpha</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearchDict.alpha" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PartialArg">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartialArg</span></span><a class="headerlink" href="#genai.types.PartialArg" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRanking">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRanking</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRanking" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Partial argument value of the function call.</p>
+<p>Config for ranking and reranking.</p>
 <p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
@@ -157528,88 +217955,77 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -157619,21 +218035,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PartialArg.bool_value" title="genai.types.PartialArg.bool_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">bool_value</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartialArg.json_path" title="genai.types.PartialArg.json_path"><code class="xref py py-obj docutils literal notranslate"><span class="pre">json_path</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartialArg.null_value" title="genai.types.PartialArg.null_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">null_value</span> <span class="pre">(Literal['NULL_VALUE']</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartialArg.number_value" title="genai.types.PartialArg.number_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_value</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartialArg.string_value" title="genai.types.PartialArg.string_value"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_value</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartialArg.will_continue" title="genai.types.PartialArg.will_continue"><code class="xref py py-obj docutils literal notranslate"><span class="pre">will_continue</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRanking.llm_ranker" title="genai.types.RagRetrievalConfigRanking.llm_ranker"><code class="xref py py-obj docutils literal notranslate"><span class="pre">llm_ranker</span> <span class="pre">(genai.types.RagRetrievalConfigRankingLlmRanker</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRanking.rank_service" title="genai.types.RagRetrievalConfigRanking.rank_service"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rank_service</span> <span class="pre">(genai.types.RagRetrievalConfigRankingRankService</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartialArg.bool_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">bool_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'boolValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.bool_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a boolean value.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRanking.llm_ranker">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">llm_ranker</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingLlmRanker" title="genai.types.RagRetrievalConfigRankingLlmRanker"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingLlmRanker</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'llmRanker')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRanking.llm_ranker" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for LlmRanker.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157644,9 +218056,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartialArg.json_path">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">json_path</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'jsonPath')</span></em><a class="headerlink" href="#genai.types.PartialArg.json_path" title="Link to this definition">¶</a></dt>
-<dd><p>Required. A JSON Path (RFC 9535) to the argument being streamed. <a class="reference external" href="https://datatracker.ietf.org/doc/html/rfc9535">https://datatracker.ietf.org/doc/html/rfc9535</a>. e.g. “$.foo.bar[0].data”.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRanking.rank_service">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rank_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingRankService" title="genai.types.RagRetrievalConfigRankingRankService"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingRankService</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rankService')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRanking.rank_service" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for Rank Service.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157656,23 +218068,74 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartialArg.null_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">null_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'NULL_VALUE'</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'nullValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.null_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a null value.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for ranking and reranking.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingDict.llm_ranker">
+<span class="sig-name descname"><span class="pre">llm_ranker</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingLlmRankerDict" title="genai.types.RagRetrievalConfigRankingLlmRankerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingLlmRankerDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingDict.llm_ranker" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for LlmRanker.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingDict.rank_service">
+<span class="sig-name descname"><span class="pre">rank_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingRankServiceDict" title="genai.types.RagRetrievalConfigRankingRankServiceDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingRankServiceDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingDict.rank_service" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Config for Rank Service.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRanker">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingLlmRanker</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRanker" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for LlmRanker. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingLlmRanker.model_name" title="genai.types.RagRetrievalConfigRankingLlmRanker.model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartialArg.number_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.number_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a double value.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRanker.model_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelName')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRanker.model_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The model name used for ranking. See [Supported models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models</a>).</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157682,23 +218145,72 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartialArg.string_value">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringValue')</span></em><a class="headerlink" href="#genai.types.PartialArg.string_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a string value.</p>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRankerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingLlmRankerDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRankerDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for LlmRanker. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRankerDict.model_name">
+<span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRankerDict.model_name" title="Link to this definition">¶</a></dt>
+<dd><p>//cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).</p>
 <dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The model name used for ranking. See [Supported models](https</p>
 </dd>
 </dl>
 </dd></dl>
 
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankService">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingRankService</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankService" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for Rank Service. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingRankService.model_name" title="genai.types.RagRetrievalConfigRankingRankService.model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartialArg.will_continue">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'willContinue')</span></em><a class="headerlink" href="#genai.types.PartialArg.will_continue" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankService.model_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelName')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankService.model_name" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The model name of the rank service. Format: <cite>semantic-ranker-512&#64;latest</cite></p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -157711,98 +218223,140 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartialArgDict</span></span><a class="headerlink" href="#genai.types.PartialArgDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankServiceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingRankServiceDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankServiceDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Partial argument value of the function call.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict.bool_value">
-<span class="sig-name descname"><span class="pre">bool_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.bool_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a boolean value.</p>
-</dd></dl>
-
+<p>Config for Rank Service. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict.json_path">
-<span class="sig-name descname"><span class="pre">json_path</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.json_path" title="Link to this definition">¶</a></dt>
-<dd><p>//datatracker.ietf.org/doc/html/rfc9535. e.g. “$.foo.bar[0].data”.</p>
+<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankServiceDict.model_name">
+<span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankServiceDict.model_name" title="Link to this definition">¶</a></dt>
+<dd><p><cite>semantic-ranker-512&#64;latest</cite></p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Required. A JSON Path (RFC 9535) to the argument being streamed. https</p>
+<dd class="field-odd"><p>Optional. The model name of the rank service. Format</p>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict.null_value">
-<span class="sig-name descname"><span class="pre">null_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-data docutils literal notranslate"><span class="pre">Literal</span></code><span class="pre">[</span><code class="docutils literal notranslate"><span class="pre">'NULL_VALUE'</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.null_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a null value.</p>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict.number_value">
-<span class="sig-name descname"><span class="pre">number_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.number_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a double value.</p>
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RawOutput">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawOutput</span></span><a class="headerlink" href="#genai.types.RawOutput" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Raw output. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RawOutput.raw_output" title="genai.types.RawOutput.raw_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">raw_output</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RawOutput.raw_output">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rawOutput')</span></em><a class="headerlink" href="#genai.types.RawOutput.raw_output" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Raw output string.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict.string_value">
-<span class="sig-name descname"><span class="pre">string_value</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.string_value" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Represents a string value.</p>
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RawOutputDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawOutputDict</span></span><a class="headerlink" href="#genai.types.RawOutputDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Raw output. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartialArgDict.will_continue">
-<span class="sig-name descname"><span class="pre">will_continue</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartialArgDict.will_continue" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.</p>
+<dt class="sig sig-object py" id="genai.types.RawOutputDict.raw_output">
+<span class="sig-name descname"><span class="pre">raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RawOutputDict.raw_output" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. Raw output string.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartnerModelTuningSpec</span></span><a class="headerlink" href="#genai.types.PartnerModelTuningSpec" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImage">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawReferenceImage</span></span><a class="headerlink" href="#genai.types.RawReferenceImage" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tuning spec for Partner models.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>A raw reference image.</p>
+<p>A raw reference image represents the base image to edit, provided by the user.
+It can optionally be provided in addition to a mask reference image or
+a style reference image.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartnerModelTuningSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning spec for Partner models.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawReferenceImage&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A raw reference image.\n\nA raw reference image represents the base image to edit, provided by the user.\nIt can optionally be provided in addition to a mask reference image or\na style reference image.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -157812,8 +218366,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -157823,48 +218427,54 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PartnerModelTuningSpec.hyper_parameters" title="genai.types.PartnerModelTuningSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartnerModelTuningSpec.training_dataset_uri" title="genai.types.PartnerModelTuningSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PartnerModelTuningSpec.validation_dataset_uri" title="genai.types.PartnerModelTuningSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RawReferenceImage.reference_id" title="genai.types.RawReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RawReferenceImage.reference_image" title="genai.types.RawReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RawReferenceImage.reference_type" title="genai.types.RawReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
+<dd class="field-even"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
+</ul>
+</dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec.hyper_parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.</p>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImage.reference_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.RawReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec.training_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImage.reference_image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.RawReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpec.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImage.reference_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.RawReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
 </ul>
 </dd>
 </dl>
@@ -157873,205 +218483,199 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PartnerModelTuningSpecDict</span></span><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawReferenceImageDict</span></span><a class="headerlink" href="#genai.types.RawReferenceImageDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tuning spec for Partner models.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict.hyper_parameters">
-<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict.training_dataset_uri">
-<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PartnerModelTuningSpecDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PartnerModelTuningSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PersonGeneration">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PersonGeneration</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PersonGeneration" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Enum that controls the generation of people.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PersonGeneration.ALLOW_ADULT">
-<span class="sig-name descname"><span class="pre">ALLOW_ADULT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ALLOW_ADULT'</span></em><a class="headerlink" href="#genai.types.PersonGeneration.ALLOW_ADULT" title="Link to this definition">¶</a></dt>
-<dd><p>Generate images of adults, but not children.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PersonGeneration.ALLOW_ALL">
-<span class="sig-name descname"><span class="pre">ALLOW_ALL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ALLOW_ALL'</span></em><a class="headerlink" href="#genai.types.PersonGeneration.ALLOW_ALL" title="Link to this definition">¶</a></dt>
-<dd><p>Generate images that include adults and children.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PersonGeneration.DONT_ALLOW">
-<span class="sig-name descname"><span class="pre">DONT_ALLOW</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'DONT_ALLOW'</span></em><a class="headerlink" href="#genai.types.PersonGeneration.DONT_ALLOW" title="Link to this definition">¶</a></dt>
-<dd><p>Block generation of images of people.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PhishBlockThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.PhishBlockThreshold" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Sites with confidence level chosen &amp; above this value will be blocked from the search results.</p>
-<p>This enum is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_HIGHER_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_HIGHER_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_HIGHER_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_HIGHER_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Blocks Higher and above confidence URL that is risky.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_HIGH_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_HIGH_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_HIGH_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_HIGH_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Blocks High and above confidence URL that is risky.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_LOW_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_LOW_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_LOW_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_LOW_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Blocks Low and above confidence URL that is risky.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_MEDIUM_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_MEDIUM_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_MEDIUM_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_MEDIUM_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Blocks Medium and above confidence URL that is risky.</p>
-</dd></dl>
-
+<p>A raw reference image.</p>
+<p>A raw reference image represents the base image to edit, provided by the user.
+It can optionally be provided in addition to a mask reference image or
+a style reference image.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_ONLY_EXTREMELY_HIGH">
-<span class="sig-name descname"><span class="pre">BLOCK_ONLY_EXTREMELY_HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_ONLY_EXTREMELY_HIGH'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_ONLY_EXTREMELY_HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>Blocks Extremely high confidence URL that is risky.</p>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict.reference_id">
+<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RawReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
+<dd><p>The id of the reference image.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.BLOCK_VERY_HIGH_AND_ABOVE">
-<span class="sig-name descname"><span class="pre">BLOCK_VERY_HIGH_AND_ABOVE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_VERY_HIGH_AND_ABOVE'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.BLOCK_VERY_HIGH_AND_ABOVE" title="Link to this definition">¶</a></dt>
-<dd><p>Blocks Very high and above confidence URL that is risky.</p>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict.reference_image">
+<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RawReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
+<dd><p>The reference image for the editing operation.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PhishBlockThreshold.PHISH_BLOCK_THRESHOLD_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">PHISH_BLOCK_THRESHOLD_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PHISH_BLOCK_THRESHOLD_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.PhishBlockThreshold.PHISH_BLOCK_THRESHOLD_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Defaults to unspecified.</p>
+<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict.reference_type">
+<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RawReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of the reference image. Only set by the SDK.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricResult</span></span><a class="headerlink" href="#genai.types.PointwiseMetricResult" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RealtimeInputConfig</span></span><a class="headerlink" href="#genai.types.RealtimeInputConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for pointwise metric result.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Marks the end of user activity.</p>
+<p>This can only be sent if automatic (i.e. server-side) activity detection is
+disabled.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricResult&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;customOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Spec for custom output.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;explanation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Explanation for pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Explanation&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Pointwise metric score.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for custom output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RawOutput&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. List of raw output strings.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutput&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -158081,18 +218685,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PointwiseMetricResult.custom_output" title="genai.types.PointwiseMetricResult.custom_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output</span> <span class="pre">(genai.types.CustomOutput</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PointwiseMetricResult.explanation" title="genai.types.PointwiseMetricResult.explanation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">explanation</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PointwiseMetricResult.score" title="genai.types.PointwiseMetricResult.score"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RealtimeInputConfig.activity_handling" title="genai.types.RealtimeInputConfig.activity_handling"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_handling</span> <span class="pre">(genai.types.ActivityHandling</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RealtimeInputConfig.automatic_activity_detection" title="genai.types.RealtimeInputConfig.automatic_activity_detection"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic_activity_detection</span> <span class="pre">(genai.types.AutomaticActivityDetection</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RealtimeInputConfig.turn_coverage" title="genai.types.RealtimeInputConfig.turn_coverage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_coverage</span> <span class="pre">(genai.types.TurnCoverage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult.custom_output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutput" title="genai.types.CustomOutput"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutput</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutput')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResult.custom_output" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Spec for custom output.</p>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig.activity_handling">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_handling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityHandling" title="genai.types.ActivityHandling"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityHandling</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityHandling')</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfig.activity_handling" title="Link to this definition">¶</a></dt>
+<dd><p>Defines what effect activity has.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158103,9 +218707,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult.explanation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResult.explanation" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Explanation for pointwise metric score.</p>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig.automatic_activity_detection">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">automatic_activity_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticActivityDetection" title="genai.types.AutomaticActivityDetection"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticActivityDetection</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'automaticActivityDetection')</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfig.automatic_activity_detection" title="Link to this definition">¶</a></dt>
+<dd><p>If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158116,9 +218720,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResult.score">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResult.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Pointwise metric score.</p>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig.turn_coverage">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_coverage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCoverage" title="genai.types.TurnCoverage"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCoverage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnCoverage')</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfig.turn_coverage" title="Link to this definition">¶</a></dt>
+<dd><p>Defines which input is included in the user’s turn.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158131,47 +218735,86 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricResultDict</span></span><a class="headerlink" href="#genai.types.PointwiseMetricResultDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RealtimeInputConfigDict</span></span><a class="headerlink" href="#genai.types.RealtimeInputConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for pointwise metric result.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Marks the end of user activity.</p>
+<p>This can only be sent if automatic (i.e. server-side) activity detection is
+disabled.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict.custom_output">
-<span class="sig-name descname"><span class="pre">custom_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputDict" title="genai.types.CustomOutputDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResultDict.custom_output" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Spec for custom output.</p>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict.activity_handling">
+<span class="sig-name descname"><span class="pre">activity_handling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityHandling" title="genai.types.ActivityHandling"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityHandling</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfigDict.activity_handling" title="Link to this definition">¶</a></dt>
+<dd><p>Defines what effect activity has.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict.explanation">
-<span class="sig-name descname"><span class="pre">explanation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResultDict.explanation" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Explanation for pointwise metric score.</p>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict.automatic_activity_detection">
+<span class="sig-name descname"><span class="pre">automatic_activity_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticActivityDetectionDict" title="genai.types.AutomaticActivityDetectionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticActivityDetectionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfigDict.automatic_activity_detection" title="Link to this definition">¶</a></dt>
+<dd><p>If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricResultDict.score">
-<span class="sig-name descname"><span class="pre">score</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricResultDict.score" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Pointwise metric score.</p>
+<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict.turn_coverage">
+<span class="sig-name descname"><span class="pre">turn_coverage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCoverage" title="genai.types.TurnCoverage"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCoverage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfigDict.turn_coverage" title="Link to this definition">¶</a></dt>
+<dd><p>Defines which input is included in the user’s turn.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricSpec</span></span><a class="headerlink" href="#genai.types.PointwiseMetricSpec" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageConfig</span></span><a class="headerlink" href="#genai.types.RecontextImageConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for pointwise metric.</p>
+<p>Configuration for recontextualizing an image.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PointwiseMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RecontextImageConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for recontextualizing an image.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;metricPromptTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;numberOfImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images to generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofimages&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;baseSteps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basesteps&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -158181,22 +218824,60 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Metric prompt template for pointwise metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricprompttemplate&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CustomOutputFormatConfig&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the `score` and `explanation` fields in the corresponding metric result will be empty.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Random seed for image generation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether allow to generate person images, and restrict to specific\n      ages.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;addWatermark&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add a SynthID watermark to the generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Addwatermark&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -158206,31 +218887,317 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. System instructions for pointwise metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Systeminstruction&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for ``image/jpeg``\n      only).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enhancePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to use the prompt rewriting logic.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceprompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;CustomOutputFormatConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for custom output format.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;returnRawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether to return raw output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Returnrawoutput&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomOutputFormatConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -158240,18 +219207,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PointwiseMetricSpec.custom_output_format_config" title="genai.types.PointwiseMetricSpec.custom_output_format_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_output_format_config</span> <span class="pre">(genai.types.CustomOutputFormatConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PointwiseMetricSpec.metric_prompt_template" title="genai.types.PointwiseMetricSpec.metric_prompt_template"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_prompt_template</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PointwiseMetricSpec.system_instruction" title="genai.types.PointwiseMetricSpec.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.add_watermark" title="genai.types.RecontextImageConfig.add_watermark"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_watermark</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.base_steps" title="genai.types.RecontextImageConfig.base_steps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_steps</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.enhance_prompt" title="genai.types.RecontextImageConfig.enhance_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhance_prompt</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.http_options" title="genai.types.RecontextImageConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.labels" title="genai.types.RecontextImageConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.number_of_images" title="genai.types.RecontextImageConfig.number_of_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_images</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.output_compression_quality" title="genai.types.RecontextImageConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.output_gcs_uri" title="genai.types.RecontextImageConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.output_mime_type" title="genai.types.RecontextImageConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.person_generation" title="genai.types.RecontextImageConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(genai.types.PersonGeneration</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.safety_filter_level" title="genai.types.RecontextImageConfig.safety_filter_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_filter_level</span> <span class="pre">(genai.types.SafetyFilterLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.seed" title="genai.types.RecontextImageConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec.custom_output_format_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfig" title="genai.types.CustomOutputFormatConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customOutputFormatConfig')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpec.custom_output_format_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either: - The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the <cite>score</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.add_watermark">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'addWatermark')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.add_watermark" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to add a SynthID watermark to the generated images.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158262,9 +219238,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec.metric_prompt_template">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricPromptTemplate')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpec.metric_prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Metric prompt template for pointwise metric.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.base_steps">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseSteps')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.base_steps" title="Link to this definition">¶</a></dt>
+<dd><p>The number of sampling steps. A higher value has better image
+quality, while a lower value has better latency.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158275,9 +219252,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpec.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpec.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. System instructions for pointwise metric.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.enhance_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancePrompt')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.enhance_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to use the prompt rewriting logic.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158287,115 +219264,90 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PointwiseMetricSpecDict</span></span><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for pointwise metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict.custom_output_format_config">
-<span class="sig-name descname"><span class="pre">custom_output_format_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CustomOutputFormatConfigDict" title="genai.types.CustomOutputFormatConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CustomOutputFormatConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict.custom_output_format_config" title="Link to this definition">¶</a></dt>
-<dd><ul class="simple">
-<li><p>The raw output string. - A parsed output based on a user-defined schema. If a custom format is chosen, the <cite>score</cite> and <cite>explanation</cite> fields in the corresponding metric result will be empty.</p></li>
-</ul>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.labels">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. CustomOutputFormatConfig allows customization of metric output. By default, metrics return a score and explanation. When this config is set, the default output is replaced with either</p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict.metric_prompt_template">
-<span class="sig-name descname"><span class="pre">metric_prompt_template</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict.metric_prompt_template" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Metric prompt template for pointwise metric.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.number_of_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfImages')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.number_of_images" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images to generate.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PointwiseMetricSpecDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PointwiseMetricSpecDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. System instructions for pointwise metric.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.output_compression_quality">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
+only).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.output_gcs_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage URI used to store the generated images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PreTunedModel">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreTunedModel</span></span><a class="headerlink" href="#genai.types.PreTunedModel" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A pre-tuned model for continuous tuning.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreTunedModel&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A pre-tuned model for continuous tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The name of the base model this PreTunedModel was tuned from.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The source checkpoint id. If not specified, the default checkpoint will be used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tunedModelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource name of the Model. E.g., a model resource name with a specified version id or alias: `projects/{project}/locations/{location}/models/{model}@{version_id}` `projects/{project}/locations/{location}/models/{model}@{alias}` Or, omit the version id to use the default version: `projects/{project}/locations/{location}/models/{model}`&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tunedmodelname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.output_mime_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PreTunedModel.base_model" title="genai.types.PreTunedModel.base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreTunedModel.checkpoint_id" title="genai.types.PreTunedModel.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreTunedModel.tuned_model_name" title="genai.types.PreTunedModel.tuned_model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuned_model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
 </ul>
 </dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
 </dl>
+</dd></dl>
+
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreTunedModel.base_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseModel')</span></em><a class="headerlink" href="#genai.types.PreTunedModel.base_model" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The name of the base model this PreTunedModel was tuned from.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.person_generation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Whether allow to generate person images, and restrict to specific
+ages.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158406,9 +219358,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreTunedModel.checkpoint_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.PreTunedModel.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The source checkpoint id. If not specified, the default checkpoint will be used.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.safety_filter_level">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyFilterLevel')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.safety_filter_level" title="Link to this definition">¶</a></dt>
+<dd><p>Filter level for safety filtering.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158419,9 +219371,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreTunedModel.tuned_model_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuned_model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tunedModelName')</span></em><a class="headerlink" href="#genai.types.PreTunedModel.tuned_model_name" title="Link to this definition">¶</a></dt>
-<dd><p>The resource name of the Model. E.g., a model resource name with a specified version id or alias: <cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite> <cite>projects/{project}/locations/{location}/models/{model}&#64;{alias}</cite> Or, omit the version id to use the default version: <cite>projects/{project}/locations/{location}/models/{model}</cite></p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.seed">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Random seed for image generation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158434,184 +219386,297 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PreTunedModelDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreTunedModelDict</span></span><a class="headerlink" href="#genai.types.PreTunedModelDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageConfigDict</span></span><a class="headerlink" href="#genai.types.RecontextImageConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A pre-tuned model for continuous tuning.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Configuration for recontextualizing an image.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreTunedModelDict.base_model">
-<span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreTunedModelDict.base_model" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The name of the base model this PreTunedModel was tuned from.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.add_watermark">
+<span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.add_watermark" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to add a SynthID watermark to the generated images.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreTunedModelDict.checkpoint_id">
-<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreTunedModelDict.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The source checkpoint id. If not specified, the default checkpoint will be used.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.base_steps">
+<span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.base_steps" title="Link to this definition">¶</a></dt>
+<dd><p>The number of sampling steps. A higher value has better image
+quality, while a lower value has better latency.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreTunedModelDict.tuned_model_name">
-<span class="sig-name descname"><span class="pre">tuned_model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreTunedModelDict.tuned_model_name" title="Link to this definition">¶</a></dt>
-<dd><p><cite>projects/{project}/locations/{location}/models/{model}</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The resource name of the Model. E.g., a model resource name with a specified version id or alias</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p><cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite> <cite>projects/{project}/locations/{location}/models/{model}&#64;{alias}</cite> Or, omit the version id to use the default version</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.enhance_prompt">
+<span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.enhance_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Whether to use the prompt rewriting logic.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PrebuiltVoiceConfig</span></span><a class="headerlink" href="#genai.types.PrebuiltVoiceConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for a prebuilt voice.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PrebuiltVoiceConfig.voice_name" title="genai.types.PrebuiltVoiceConfig.voice_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">voice_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfig.voice_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">voice_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'voiceName')</span></em><a class="headerlink" href="#genai.types.PrebuiltVoiceConfig.voice_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the prebuilt voice to use.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.labels">
+<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.labels" title="Link to this definition">¶</a></dt>
+<dd><p>User specified labels to track billing usage.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.number_of_images">
+<span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.number_of_images" title="Link to this definition">¶</a></dt>
+<dd><p>Number of images to generate.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PrebuiltVoiceConfigDict</span></span><a class="headerlink" href="#genai.types.PrebuiltVoiceConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for a prebuilt voice.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PrebuiltVoiceConfigDict.voice_name">
-<span class="sig-name descname"><span class="pre">voice_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PrebuiltVoiceConfigDict.voice_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of the prebuilt voice to use.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.output_compression_quality">
+<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
+<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
+only).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.output_gcs_uri">
+<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage URI used to store the generated images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.output_mime_type">
+<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
+<dd><p>MIME type of the generated image.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.person_generation">
+<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.person_generation" title="Link to this definition">¶</a></dt>
+<dd><p>Whether allow to generate person images, and restrict to specific
+ages.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.safety_filter_level">
+<span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.safety_filter_level" title="Link to this definition">¶</a></dt>
+<dd><p>Filter level for safety filtering.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.seed" title="Link to this definition">¶</a></dt>
+<dd><p>Random seed for image generation.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PredefinedMetricSpec</span></span><a class="headerlink" href="#genai.types.PredefinedMetricSpec" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RecontextImageResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageResponse</span></span><a class="headerlink" href="#genai.types.RecontextImageResponse" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Spec for predefined metric.</p>
+<p>The output images response.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PredefinedMetricSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for predefined metric.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RecontextImageResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output images response.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;metricSpecName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;generatedImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedImage&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of a pre-defined metric, such as \&quot;instruction_following_v1\&quot; or\n      \&quot;text_quality_v1\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of generated images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedimages&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeneratedImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metricSpecParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The parameters needed to run the pre-defined metric.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metricspecparameters&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PredefinedMetricSpec.metric_spec_name" title="genai.types.PredefinedMetricSpec.metric_spec_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_spec_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PredefinedMetricSpec.metric_spec_parameters" title="genai.types.PredefinedMetricSpec.metric_spec_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metric_spec_parameters</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpec.metric_spec_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_spec_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricSpecName')</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpec.metric_spec_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of a pre-defined metric, such as “instruction_following_v1” or
-“text_quality_v1”.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageResponse.generated_images" title="genai.types.RecontextImageResponse.generated_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_images</span> <span class="pre">(list[genai.types.GeneratedImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
 </dl>
-</dd></dl>
-
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpec.metric_spec_parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metric_spec_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metricSpecParameters')</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpec.metric_spec_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>The parameters needed to run the pre-defined metric.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageResponse.generated_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImage" title="genai.types.GeneratedImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedImages')</span></em><a class="headerlink" href="#genai.types.RecontextImageResponse.generated_images" title="Link to this definition">¶</a></dt>
+<dd><p>List of generated images.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -158624,141 +219689,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PredefinedMetricSpecDict</span></span><a class="headerlink" href="#genai.types.PredefinedMetricSpecDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RecontextImageResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageResponseDict</span></span><a class="headerlink" href="#genai.types.RecontextImageResponseDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Spec for predefined metric.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpecDict.metric_spec_name">
-<span class="sig-name descname"><span class="pre">metric_spec_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpecDict.metric_spec_name" title="Link to this definition">¶</a></dt>
-<dd><p>The name of a pre-defined metric, such as “instruction_following_v1” or
-“text_quality_v1”.</p>
-</dd></dl>
-
+<p>The output images response.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PredefinedMetricSpecDict.metric_spec_parameters">
-<span class="sig-name descname"><span class="pre">metric_spec_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PredefinedMetricSpecDict.metric_spec_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>The parameters needed to run the pre-defined metric.</p>
+<dt class="sig sig-object py" id="genai.types.RecontextImageResponseDict.generated_images">
+<span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImageDict" title="genai.types.GeneratedImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RecontextImageResponseDict.generated_images" title="Link to this definition">¶</a></dt>
+<dd><p>List of generated images.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationDataStats</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.RecontextImageSource">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageSource</span></span><a class="headerlink" href="#genai.types.RecontextImageSource" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Statistics computed for datasets used for preference optimization.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>A set of source input(s) for image recontextualization.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed for datasets used for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RecontextImageSource&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A set of source input(s) for image recontextualization.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;scoreVariancePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores variance per example.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;scoresDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;prompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A text prompt for guiding the model during image\n      recontextualization. Not supported for Virtual Try-On.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompt&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;personImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image of the person or subject who will be wearing the\n      product(s).&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;productImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExample&quot;</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProductImage&quot;</span>
 <span class="w">               </span><span class="p">},</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
@@ -158767,43 +219754,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user examples in the training dataset.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of product images.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Productimages&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -158811,12 +219773,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -158824,8 +219787,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -158837,216 +219800,313 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ProductImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;productImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product to be recontextualized.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProductImage&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RecontextImageSource.person_image" title="genai.types.RecontextImageSource.person_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageSource.product_images" title="genai.types.RecontextImageSource.product_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">product_images</span> <span class="pre">(list[genai.types.ProductImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RecontextImageSource.prompt" title="genai.types.RecontextImageSource.prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSource.person_image">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personImage')</span></em><a class="headerlink" href="#genai.types.RecontextImageSource.person_image" title="Link to this definition">¶</a></dt>
+<dd><p>Image of the person or subject who will be wearing the
+product(s).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSource.product_images">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">product_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProductImage" title="genai.types.ProductImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProductImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'productImages')</span></em><a class="headerlink" href="#genai.types.RecontextImageSource.product_images" title="Link to this definition">¶</a></dt>
+<dd><p>A list of product images.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSource.prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RecontextImageSource.prompt" title="Link to this definition">¶</a></dt>
+<dd><p>A text prompt for guiding the model during image
+recontextualization. Not supported for Virtual Try-On.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageSourceDict</span></span><a class="headerlink" href="#genai.types.RecontextImageSourceDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A set of source input(s) for image recontextualization.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict.person_image">
+<span class="sig-name descname"><span class="pre">person_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageSourceDict.person_image" title="Link to this definition">¶</a></dt>
+<dd><p>Image of the person or subject who will be wearing the
+product(s).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict.product_images">
+<span class="sig-name descname"><span class="pre">product_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProductImageDict" title="genai.types.ProductImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProductImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RecontextImageSourceDict.product_images" title="Link to this definition">¶</a></dt>
+<dd><p>A list of product images.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict.prompt">
+<span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageSourceDict.prompt" title="Link to this definition">¶</a></dt>
+<dd><p>A text prompt for guiding the model during image
+recontextualization. Not supported for Virtual Try-On.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesConfig</span></span><a class="headerlink" href="#genai.types.RegisterFilesConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Used to override the default configuration.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RegisterFilesConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -159056,10 +220116,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -159069,10 +220129,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -159082,64 +220142,175 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RegisterFilesConfig.http_options" title="genai.types.RegisterFilesConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RegisterFilesConfig.should_return_http_response" title="genai.types.RegisterFilesConfig.should_return_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">should_return_http_response</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesConfig.http_options">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfig.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesConfig.should_return_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'shouldReturnHttpResponse')</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfig.should_return_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesConfigDict</span></span><a class="headerlink" href="#genai.types.RegisterFilesConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Used to override the default configuration.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesConfigDict.http_options">
+<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfigDict.http_options" title="Link to this definition">¶</a></dt>
+<dd><p>Used to override HTTP request options.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesConfigDict.should_return_http_response">
+<span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfigDict.should_return_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesResponse</span></span><a class="headerlink" href="#genai.types.RegisterFilesResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Response for the _register file method.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RegisterFilesResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the _register file method.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;files&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The registered files.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Files&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -159149,10 +220320,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -159162,8 +220333,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -159175,47 +220346,40 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -159223,152 +220387,162 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -159376,57 +220550,47 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -159436,455 +220600,560 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.RegisterFilesResponse.files" title="genai.types.RegisterFilesResponse.files"><code class="xref py py-obj docutils literal notranslate"><span class="pre">files</span> <span class="pre">(list[genai.types.File]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.RegisterFilesResponse.sdk_http_response" title="genai.types.RegisterFilesResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesResponse.files">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponse.files" title="Link to this definition">¶</a></dt>
+<dd><p>The registered files.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesResponse.sdk_http_response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesResponseDict</span></span><a class="headerlink" href="#genai.types.RegisterFilesResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Response for the _register file method.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesResponseDict.files">
+<span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponseDict.files" title="Link to this definition">¶</a></dt>
+<dd><p>The registered files.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.RegisterFilesResponseDict.sdk_http_response">
+<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
+<dd><p>Used to retain the full HTTP response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Reinforcement tuning autorater scorer.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -159894,303 +221163,269 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -160198,521 +221433,227 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_indices" title="genai.types.PreferenceOptimizationDataStats.dropped_example_indices"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_indices</span> <span class="pre">(list[int]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_reasons" title="genai.types.PreferenceOptimizationDataStats.dropped_example_reasons"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dropped_example_reasons</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution" title="genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">score_variance_per_example_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.scores_distribution" title="genai.types.PreferenceOptimizationDataStats.scores_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scores_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.total_billable_token_count" title="genai.types.PreferenceOptimizationDataStats.total_billable_token_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">total_billable_token_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count" title="genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_dataset_example_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.tuning_step_count" title="genai.types.PreferenceOptimizationDataStats.tuning_step_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tuning_step_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.user_dataset_examples" title="genai.types.PreferenceOptimizationDataStats.user_dataset_examples"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_dataset_examples</span> <span class="pre">(list[genai.types.GeminiPreferenceExample]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.user_input_token_distribution" title="genai.types.PreferenceOptimizationDataStats.user_input_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_input_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationDataStats.user_output_token_distribution" title="genai.types.PreferenceOptimizationDataStats.user_output_token_distribution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_output_token_distribution</span> <span class="pre">(genai.types.DatasetDistribution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.dropped_example_indices">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleIndices')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_indices" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.dropped_example_reasons">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'droppedExampleReasons')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.dropped_example_reasons" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">score_variance_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'scoreVariancePerExampleDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for scores variance per example.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.scores_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">scores_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'scoresDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.scores_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for scores.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.total_billable_token_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'totalBillableTokenCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.total_billable_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningDatasetExampleCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of examples in the tuning dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.tuning_step_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'tuningStepCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.tuning_step_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.user_dataset_examples">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExample" title="genai.types.GeminiPreferenceExample"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExample</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userDatasetExamples')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.user_dataset_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sample user examples in the training dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.user_input_token_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userInputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.user_input_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user input tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStats.user_output_token_distribution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistribution" title="genai.types.DatasetDistribution"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistribution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userOutputTokenDistribution')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStats.user_output_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user output tokens.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationDataStatsDict</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Statistics computed for datasets used for preference optimization.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.dropped_example_indices">
-<span class="sig-name descname"><span class="pre">dropped_example_indices</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.dropped_example_indices" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A partial sample of the indices (starting from 1) of the dropped examples.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.dropped_example_reasons">
-<span class="sig-name descname"><span class="pre">dropped_example_reasons</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.dropped_example_reasons" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. For each index in <cite>dropped_example_indices</cite>, the user-facing reason why the example was dropped.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.score_variance_per_example_distribution">
-<span class="sig-name descname"><span class="pre">score_variance_per_example_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.score_variance_per_example_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for scores variance per example.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.scores_distribution">
-<span class="sig-name descname"><span class="pre">scores_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.scores_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for scores.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.total_billable_token_count">
-<span class="sig-name descname"><span class="pre">total_billable_token_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.total_billable_token_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of billable tokens in the tuning dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.tuning_dataset_example_count">
-<span class="sig-name descname"><span class="pre">tuning_dataset_example_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.tuning_dataset_example_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of examples in the tuning dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.tuning_step_count">
-<span class="sig-name descname"><span class="pre">tuning_step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.tuning_step_count" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Number of tuning steps for this Tuning Job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.user_dataset_examples">
-<span class="sig-name descname"><span class="pre">user_dataset_examples</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeminiPreferenceExampleDict" title="genai.types.GeminiPreferenceExampleDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeminiPreferenceExampleDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.user_dataset_examples" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Sample user examples in the training dataset.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.user_input_token_distribution">
-<span class="sig-name descname"><span class="pre">user_input_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.user_input_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user input tokens.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationDataStatsDict.user_output_token_distribution">
-<span class="sig-name descname"><span class="pre">user_output_token_distribution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.DatasetDistributionDict" title="genai.types.DatasetDistributionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatasetDistributionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationDataStatsDict.user_output_token_distribution" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Dataset distributions for the user output tokens.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationHyperParameters</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Hyperparameters for Preference Optimization.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Preference Optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for preference optimization.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Weight for KL Divergence regularization.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.adapter_size" title="genai.types.PreferenceOptimizationHyperParameters.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.beta" title="genai.types.PreferenceOptimizationHyperParameters.beta"><code class="xref py py-obj docutils literal notranslate"><span class="pre">beta</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.epoch_count" title="genai.types.PreferenceOptimizationHyperParameters.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier" title="genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.adapter_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Adapter size for preference optimization.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.beta">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.beta" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Weight for KL Divergence regularization.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.epoch_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of complete passes the model makes over the entire training dataset during training.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Multiplier for adjusting the default learning rate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationHyperParametersDict</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Hyperparameters for Preference Optimization.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.adapter_size">
-<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Adapter size for preference optimization.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.beta">
-<span class="sig-name descname"><span class="pre">beta</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.beta" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Weight for KL Divergence regularization.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.epoch_count">
-<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of complete passes the model makes over the entire training dataset during training.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationHyperParametersDict.learning_rate_multiplier">
-<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationHyperParametersDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Multiplier for adjusting the default learning rate.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationSpec</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Preference optimization tuning spec for tuning.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Preference optimization tuning spec for tuning.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;exportLastCheckpointOnly&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Exportlastcheckpointonly&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationHyperParameters&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Hyperparameters for Preference Optimization.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Preference Optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for preference optimization.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;beta&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -160722,249 +221663,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Weight for KL Divergence regularization.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Beta&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of complete passes the model makes over the entire training dataset during training.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Multiplier for adjusting the default learning rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only" title="genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only"><code class="xref py py-obj docutils literal notranslate"><span class="pre">export_last_checkpoint_only</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.hyper_parameters" title="genai.types.PreferenceOptimizationSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.PreferenceOptimizationHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.training_dataset_uri" title="genai.types.PreferenceOptimizationSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.PreferenceOptimizationSpec.validation_dataset_uri" title="genai.types.PreferenceOptimizationSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exportLastCheckpointOnly')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.hyper_parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParameters" title="genai.types.PreferenceOptimizationHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">PreferenceOptimizationHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Hyperparameters for Preference Optimization.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.training_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpec.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">PreferenceOptimizationSpecDict</span></span><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Preference optimization tuning spec for tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.export_last_checkpoint_only">
-<span class="sig-name descname"><span class="pre">export_last_checkpoint_only</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.export_last_checkpoint_only" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If set to true, disable intermediate checkpoints for Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.hyper_parameters">
-<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PreferenceOptimizationHyperParametersDict" title="genai.types.PreferenceOptimizationHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">PreferenceOptimizationHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Hyperparameters for Preference Optimization.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.training_dataset_uri">
-<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.PreferenceOptimizationSpecDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.PreferenceOptimizationSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ProactivityConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProactivityConfig</span></span><a class="headerlink" href="#genai.types.ProactivityConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for proactivity features.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProactivityConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for proactivity features.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;proactiveAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Proactiveaudio&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ProactivityConfig.proactive_audio" title="genai.types.ProactivityConfig.proactive_audio"><code class="xref py py-obj docutils literal notranslate"><span class="pre">proactive_audio</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ProactivityConfig.proactive_audio">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">proactive_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'proactiveAudio')</span></em><a class="headerlink" href="#genai.types.ProactivityConfig.proactive_audio" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, the model can reject responding to the last prompt. For
-example, this allows the model to ignore out of context speech or to stay
-silent if the user did not make a request, yet.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ProactivityConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProactivityConfigDict</span></span><a class="headerlink" href="#genai.types.ProactivityConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for proactivity features.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProactivityConfigDict.proactive_audio">
-<span class="sig-name descname"><span class="pre">proactive_audio</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProactivityConfigDict.proactive_audio" title="Link to this definition">¶</a></dt>
-<dd><p>If enabled, the model can reject responding to the last prompt. For
-example, this allows the model to ignore out of context speech or to stay
-silent if the user did not make a request, yet.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ProductImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProductImage</span></span><a class="headerlink" href="#genai.types.ProductImage" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>An image of the product.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProductImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;productImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product to be recontextualized.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -160974,10 +221750,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
@@ -160988,12 +221764,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -161001,329 +221778,293 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ProductImage.product_image" title="genai.types.ProductImage.product_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">product_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ProductImage.product_image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">product_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'productImage')</span></em><a class="headerlink" href="#genai.types.ProductImage.product_image" title="Link to this definition">¶</a></dt>
-<dd><p>An image of the product to be recontextualized.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ProductImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProductImageDict</span></span><a class="headerlink" href="#genai.types.ProductImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>An image of the product.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProductImageDict.product_image">
-<span class="sig-name descname"><span class="pre">product_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProductImageDict.product_image" title="Link to this definition">¶</a></dt>
-<dd><p>An image of the product to be recontextualized.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ProjectOperation">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProjectOperation</span></span><a class="headerlink" href="#genai.types.ProjectOperation" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A project-level operation in Gemini Enterprise Agent Platform.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProjectOperation&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A project-level operation in Gemini Enterprise Agent Platform.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadata&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;done&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Done&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The error result of the operation in case of failure or cancellation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Error&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ProjectOperation.done" title="genai.types.ProjectOperation.done"><code class="xref py py-obj docutils literal notranslate"><span class="pre">done</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ProjectOperation.error" title="genai.types.ProjectOperation.error"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ProjectOperation.metadata" title="genai.types.ProjectOperation.metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ProjectOperation.name" title="genai.types.ProjectOperation.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ProjectOperation.done">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.done" title="Link to this definition">¶</a></dt>
-<dd><p>If the value is <cite>false</cite>, it means the operation is still in progress. If <cite>true</cite>, the operation is completed, and either <cite>error</cite> or <cite>response</cite> is available.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ProjectOperation.error">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.error" title="Link to this definition">¶</a></dt>
-<dd><p>The error result of the operation in case of failure or cancellation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ProjectOperation.metadata">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ProjectOperation.name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ProjectOperation.name" title="Link to this definition">¶</a></dt>
-<dd><p>The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the <cite>name</cite> should be a resource name ending with <cite>operations/{unique_id}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ProjectOperationDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProjectOperationDict</span></span><a class="headerlink" href="#genai.types.ProjectOperationDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A project-level operation in Gemini Enterprise Agent Platform.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.done">
-<span class="sig-name descname"><span class="pre">done</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.done" title="Link to this definition">¶</a></dt>
-<dd><p>If the value is <cite>false</cite>, it means the operation is still in progress. If <cite>true</cite>, the operation is completed, and either <cite>error</cite> or <cite>response</cite> is available.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.error">
-<span class="sig-name descname"><span class="pre">error</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.error" title="Link to this definition">¶</a></dt>
-<dd><p>The error result of the operation in case of failure or cancellation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.metadata">
-<span class="sig-name descname"><span class="pre">metadata</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.metadata" title="Link to this definition">¶</a></dt>
-<dd><p>Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProjectOperationDict.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ProjectOperationDict.name" title="Link to this definition">¶</a></dt>
-<dd><p>The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the <cite>name</cite> should be a resource name ending with <cite>operations/{unique_id}</cite>.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ProminentPeople">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ProminentPeople</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ProminentPeople" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Controls whether prominent people (celebrities) generation is allowed.</p>
-<p>If used with personGeneration, personGeneration enum would take precedence.
-For instance, if ALLOW_NONE is set, all person generation would be blocked. If
-this field is unspecified, the default behavior is to allow prominent people.
-This enum is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProminentPeople.ALLOW_PROMINENT_PEOPLE">
-<span class="sig-name descname"><span class="pre">ALLOW_PROMINENT_PEOPLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ALLOW_PROMINENT_PEOPLE'</span></em><a class="headerlink" href="#genai.types.ProminentPeople.ALLOW_PROMINENT_PEOPLE" title="Link to this definition">¶</a></dt>
-<dd><p>Allows the model to generate images of prominent people.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProminentPeople.BLOCK_PROMINENT_PEOPLE">
-<span class="sig-name descname"><span class="pre">BLOCK_PROMINENT_PEOPLE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'BLOCK_PROMINENT_PEOPLE'</span></em><a class="headerlink" href="#genai.types.ProminentPeople.BLOCK_PROMINENT_PEOPLE" title="Link to this definition">¶</a></dt>
-<dd><p>Prevents the model from generating images of prominent people.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ProminentPeople.PROMINENT_PEOPLE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">PROMINENT_PEOPLE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROMINENT_PEOPLE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ProminentPeople.PROMINENT_PEOPLE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified value. The model will proceed with the default behavior, which is to allow generation of prominent people.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagChunk">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunk</span></span><a class="headerlink" href="#genai.types.RagChunk" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A RagChunk includes the content of a chunk of a RagFile, and associated metadata.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunk&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A RagChunk includes the content of a chunk of a RagFile, and associated metadata.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;pageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagChunkPageSpan&quot;</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If populated, represents where the chunk starts and ends in the document.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The content of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;chunkId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the chunk.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Chunkid&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the file that the chunk belongs to.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileid&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;RagChunkPageSpan&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -161333,10 +222074,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -161346,414 +222087,450 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagChunk.chunk_id" title="genai.types.RagChunk.chunk_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">chunk_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagChunk.file_id" title="genai.types.RagChunk.file_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagChunk.page_span" title="genai.types.RagChunk.page_span"><code class="xref py py-obj docutils literal notranslate"><span class="pre">page_span</span> <span class="pre">(genai.types.RagChunkPageSpan</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagChunk.text" title="genai.types.RagChunk.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagChunk.chunk_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">chunk_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'chunkId')</span></em><a class="headerlink" href="#genai.types.RagChunk.chunk_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the chunk.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagChunk.file_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileId')</span></em><a class="headerlink" href="#genai.types.RagChunk.file_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the file that the chunk belongs to.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagChunk.page_span">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">page_span</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunkPageSpan" title="genai.types.RagChunkPageSpan"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunkPageSpan</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pageSpan')</span></em><a class="headerlink" href="#genai.types.RagChunk.page_span" title="Link to this definition">¶</a></dt>
-<dd><p>If populated, represents where the chunk starts and ends in the document.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagChunk.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagChunk.text" title="Link to this definition">¶</a></dt>
-<dd><p>The content of the chunk.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagChunkDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunkDict</span></span><a class="headerlink" href="#genai.types.RagChunkDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A RagChunk includes the content of a chunk of a RagFile, and associated metadata.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagChunkDict.chunk_id">
-<span class="sig-name descname"><span class="pre">chunk_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.chunk_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the chunk.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagChunkDict.file_id">
-<span class="sig-name descname"><span class="pre">file_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.file_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the file that the chunk belongs to.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagChunkDict.page_span">
-<span class="sig-name descname"><span class="pre">page_span</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagChunkPageSpanDict" title="genai.types.RagChunkPageSpanDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagChunkPageSpanDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.page_span" title="Link to this definition">¶</a></dt>
-<dd><p>If populated, represents where the chunk starts and ends in the document.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagChunkDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>The content of the chunk.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagChunkPageSpan">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunkPageSpan</span></span><a class="headerlink" href="#genai.types.RagChunkPageSpan" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Represents where the chunk starts and ends in the document.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagChunkPageSpan&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents where the chunk starts and ends in the document.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;firstPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk starts in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Firstpage&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;lastPage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Page where chunk ends in the document. Inclusive. 1-indexed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Lastpage&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagChunkPageSpan.first_page" title="genai.types.RagChunkPageSpan.first_page"><code class="xref py py-obj docutils literal notranslate"><span class="pre">first_page</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagChunkPageSpan.last_page" title="genai.types.RagChunkPageSpan.last_page"><code class="xref py py-obj docutils literal notranslate"><span class="pre">last_page</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagChunkPageSpan.first_page">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">first_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'firstPage')</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpan.first_page" title="Link to this definition">¶</a></dt>
-<dd><p>Page where chunk starts in the document. Inclusive. 1-indexed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagChunkPageSpan.last_page">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">last_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'lastPage')</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpan.last_page" title="Link to this definition">¶</a></dt>
-<dd><p>Page where chunk ends in the document. Inclusive. 1-indexed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagChunkPageSpanDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagChunkPageSpanDict</span></span><a class="headerlink" href="#genai.types.RagChunkPageSpanDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Represents where the chunk starts and ends in the document.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagChunkPageSpanDict.first_page">
-<span class="sig-name descname"><span class="pre">first_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpanDict.first_page" title="Link to this definition">¶</a></dt>
-<dd><p>Page where chunk starts in the document. Inclusive. 1-indexed.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagChunkPageSpanDict.last_page">
-<span class="sig-name descname"><span class="pre">last_page</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagChunkPageSpanDict.last_page" title="Link to this definition">¶</a></dt>
-<dd><p>Page where chunk ends in the document. Inclusive. 1-indexed.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfig</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Specifies the context retrieval config.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -161763,11 +222540,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -161778,19 +222555,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.filter" title="genai.types.RagRetrievalConfig.filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">filter</span> <span class="pre">(genai.types.RagRetrievalConfigFilter</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.hybrid_search" title="genai.types.RagRetrievalConfig.hybrid_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hybrid_search</span> <span class="pre">(genai.types.RagRetrievalConfigHybridSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.ranking" title="genai.types.RagRetrievalConfig.ranking"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ranking</span> <span class="pre">(genai.types.RagRetrievalConfigRanking</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfig.top_k" title="genai.types.RagRetrievalConfig.top_k"><code class="xref py py-obj docutils literal notranslate"><span class="pre">top_k</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_config" title="genai.types.ReinforcementTuningAutoraterScorer.autorater_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_config</span> <span class="pre">(genai.types.AutoraterConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt" title="genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config" title="genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_response_parse_config</span> <span class="pre">(genai.types.ReinforcementTuningParseResponseConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer" title="genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exact_match_scorer</span> <span class="pre">(genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer" title="genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parsed_response_conversion_scorer</span> <span class="pre">(genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter" title="genai.types.RagRetrievalConfigFilter"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigFilter</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for filters.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.autorater_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfig" title="genai.types.AutoraterConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_config" title="Link to this definition">¶</a></dt>
+<dd><p>Autorater config for evaluation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -161801,9 +222579,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.hybrid_search">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hybrid_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigHybridSearch" title="genai.types.RagRetrievalConfigHybridSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigHybridSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hybridSearch')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.hybrid_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for Hybrid Search.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterPrompt')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}}</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -161814,9 +222592,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.ranking">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ranking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRanking" title="genai.types.RagRetrievalConfigRanking"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRanking</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.ranking" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for ranking and reranking.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_response_parse_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfig" title="genai.types.ReinforcementTuningParseResponseConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningParseResponseConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterResponseParseConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config" title="Link to this definition">¶</a></dt>
+<dd><p>Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the <cite>2.0</cite> block, defining a parsing response config using regex <cite>“.*(.*?)”</cite> will return a score <cite>“2.0”</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -161827,9 +222605,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfig.top_k">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'topK')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfig.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of contexts to retrieve.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exact_match_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorer</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exactMatchScorer')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer" title="Link to this definition">¶</a></dt>
+<dd><p>Scores autorater responses by using string match reward scorer.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -161839,114 +222617,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Specifies the context retrieval config.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.filter">
-<span class="sig-name descname"><span class="pre">filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigFilterDict" title="genai.types.RagRetrievalConfigFilterDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigFilterDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for filters.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.hybrid_search">
-<span class="sig-name descname"><span class="pre">hybrid_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigHybridSearchDict" title="genai.types.RagRetrievalConfigHybridSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigHybridSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.hybrid_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for Hybrid Search.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.ranking">
-<span class="sig-name descname"><span class="pre">ranking</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingDict" title="genai.types.RagRetrievalConfigRankingDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.ranking" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for ranking and reranking.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigDict.top_k">
-<span class="sig-name descname"><span class="pre">top_k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigDict.top_k" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The number of contexts to retrieve.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigFilter</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for filters. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter.metadata_filter" title="genai.types.RagRetrievalConfigFilter.metadata_filter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">metadata_filter</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter.vector_distance_threshold" title="genai.types.RagRetrievalConfigFilter.vector_distance_threshold"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vector_distance_threshold</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigFilter.vector_similarity_threshold" title="genai.types.RagRetrievalConfigFilter.vector_similarity_threshold"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vector_similarity_threshold</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter.metadata_filter">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'metadataFilter')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter.metadata_filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. String for metadata filtering.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parsed_response_conversion_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer" title="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorer</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parsedResponseConversionScorer')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer" title="Link to this definition">¶</a></dt>
+<dd><p>Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -161956,75 +222630,74 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter.vector_distance_threshold">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vector_distance_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'vectorDistanceThreshold')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter.vector_distance_threshold" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Only returns contexts with vector distance smaller than the threshold.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilter.vector_similarity_threshold">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">vector_similarity_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'vectorSimilarityThreshold')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilter.vector_similarity_threshold" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Only returns contexts with vector similarity larger than the threshold.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Reinforcement tuning autorater scorer.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.autorater_config">
+<span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfigDict" title="genai.types.AutoraterConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.autorater_config" title="Link to this definition">¶</a></dt>
+<dd><p>Autorater config for evaluation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.autorater_prompt">
+<span class="sig-name descname"><span class="pre">autorater_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.autorater_prompt" title="Link to this definition">¶</a></dt>
+<dd><ul class="simple">
+<li><p>{{prompt}} - {{response}} - {{system_instruction}} - {{references.key}}</p></li>
 </ul>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring</p>
 </dd>
 </dl>
 </dd></dl>
 
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigFilterDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for filters. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict.metadata_filter">
-<span class="sig-name descname"><span class="pre">metadata_filter</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict.metadata_filter" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. String for metadata filtering.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.autorater_response_parse_config">
+<span class="sig-name descname"><span class="pre">autorater_response_parse_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfigDict" title="genai.types.ReinforcementTuningParseResponseConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningParseResponseConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.autorater_response_parse_config" title="Link to this definition">¶</a></dt>
+<dd><p>Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the <cite>2.0</cite> block, defining a parsing response config using regex <cite>“.*(.*?)”</cite> will return a score <cite>“2.0”</cite>.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict.vector_distance_threshold">
-<span class="sig-name descname"><span class="pre">vector_distance_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict.vector_distance_threshold" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Only returns contexts with vector distance smaller than the threshold.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.exact_match_scorer">
+<span class="sig-name descname"><span class="pre">exact_match_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorerDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.exact_match_scorer" title="Link to this definition">¶</a></dt>
+<dd><p>Scores autorater responses by using string match reward scorer.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigFilterDict.vector_similarity_threshold">
-<span class="sig-name descname"><span class="pre">vector_similarity_threshold</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigFilterDict.vector_similarity_threshold" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Only returns contexts with vector similarity larger than the threshold.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.parsed_response_conversion_scorer">
+<span class="sig-name descname"><span class="pre">parsed_response_conversion_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict" title="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.parsed_response_conversion_scorer" title="Link to this definition">¶</a></dt>
+<dd><p>Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Scores autorater responses by directly converting parsed autorater response to a float reward. Note</p>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigHybridSearch</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearch" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for Hybrid Search. This data type is not supported in Gemini API.</p>
+<p>Scores autorater responses by using exact string match reward scorer.</p>
+<p>This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -162034,134 +222707,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigHybridSearch.alpha" title="genai.types.RagRetrievalConfigHybridSearch.alpha"><code class="xref py py-obj docutils literal notranslate"><span class="pre">alpha</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearch.alpha">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">alpha</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearch.alpha" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigHybridSearchDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearchDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for Hybrid Search. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigHybridSearchDict.alpha">
-<span class="sig-name descname"><span class="pre">alpha</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigHybridSearchDict.alpha" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRanking">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRanking</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRanking" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for ranking and reranking.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -162171,17 +222744,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRanking.llm_ranker" title="genai.types.RagRetrievalConfigRanking.llm_ranker"><code class="xref py py-obj docutils literal notranslate"><span class="pre">llm_ranker</span> <span class="pre">(genai.types.RagRetrievalConfigRankingLlmRanker</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRanking.rank_service" title="genai.types.RagRetrievalConfigRanking.rank_service"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rank_service</span> <span class="pre">(genai.types.RagRetrievalConfigRankingRankService</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">correct_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expression</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">wrong_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRanking.llm_ranker">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">llm_ranker</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingLlmRanker" title="genai.types.RagRetrievalConfigRankingLlmRanker"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingLlmRanker</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'llmRanker')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRanking.llm_ranker" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for LlmRanker.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'correctAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Assigns this reward score if the parsed response string equals the expression.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -162192,9 +222766,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRanking.rank_service">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">rank_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingRankService" title="genai.types.RagRetrievalConfigRankingRankService"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingRankService</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rankService')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRanking.rank_service" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for Rank Service.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression" title="Link to this definition">¶</a></dt>
+<dd><p>The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { “correctAnswerReward”: 1.0, “wrongAnswerReward”: -1.0, “expression”: “{{references.concise_answer}}” } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_ansser&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> The above ExactMatchScorer will be replaced as follows for scoring: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;correctAnswerReward&quot;:</span> <span class="pre">1.0,</span> <span class="pre">&quot;wrongAnswerReward&quot;:</span> <span class="pre">-1.0,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;Yes&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> If the <em>parsed</em> autorater response is equal to the string <cite>“Yes”</cite>, then the reward is <cite>1.0</cite>, otherwise the reward is <cite>-1.0</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'wrongAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Assigns this reward score if the parsed reward value does not equal the expression.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -162207,116 +222794,118 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for ranking and reranking.</p>
+<p>Scores autorater responses by using exact string match reward scorer.</p>
 <p>This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingDict.llm_ranker">
-<span class="sig-name descname"><span class="pre">llm_ranker</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingLlmRankerDict" title="genai.types.RagRetrievalConfigRankingLlmRankerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingLlmRankerDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingDict.llm_ranker" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for LlmRanker.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.correct_answer_reward">
+<span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.correct_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Assigns this reward score if the parsed response string equals the expression.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingDict.rank_service">
-<span class="sig-name descname"><span class="pre">rank_service</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingRankServiceDict" title="genai.types.RagRetrievalConfigRankingRankServiceDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RagRetrievalConfigRankingRankServiceDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingDict.rank_service" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Config for Rank Service.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.expression">
+<span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.expression" title="Link to this definition">¶</a></dt>
+<dd><p>1.0, “wrongAnswerReward”: -1.0, “expression”: “{{references.concise_answer}}” } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_ansser&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> The above ExactMatchScorer will be replaced as follows for scoring: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;correctAnswerReward&quot;:</span> <span class="pre">1.0,</span> <span class="pre">&quot;wrongAnswerReward&quot;:</span> <span class="pre">-1.0,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;Yes&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> If the <em>parsed</em> autorater response is equal to the string <cite>“Yes”</cite>, then the reward is <cite>1.0</cite>, otherwise the reward is <cite>-1.0</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>{ “correctAnswerReward”</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.wrong_answer_reward">
+<span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.wrong_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Assigns this reward score if the parsed reward value does not equal the expression.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRanker">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingLlmRanker</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRanker" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for LlmRanker. This data type is not supported in Gemini API.</p>
+<p>Scores responses by directly converting the parsed autorater response to a float reward.</p>
+<p>Note: Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
+max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
 </div>
 </details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingLlmRanker.model_name" title="genai.types.RagRetrievalConfigRankingLlmRanker.model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRanker.model_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelName')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRanker.model_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The model name used for ranking. See [Supported models](<a class="reference external" href="https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models">https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models</a>).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
 </dl>
 </dd></dl>
 
-</dd></dl>
-
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRankerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingLlmRankerDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRankerDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for LlmRanker. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingLlmRankerDict.model_name">
-<span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingLlmRankerDict.model_name" title="Link to this definition">¶</a></dt>
-<dd><p>//cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The model name used for ranking. See [Supported models](https</p>
-</dd>
-</dl>
-</dd></dl>
-
+<p>Scores responses by directly converting the parsed autorater response to a float reward.</p>
+<p>Note: Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
+max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankService">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingRankService</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankService" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCloudRunRewardScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorer" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for Rank Service. This data type is not supported in Gemini API.</p>
+<p>ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.</p>
+<p>Comparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a
+Sandbox and has no internet access, Cloud Run reward scorer is fully
+controlled by users. The Cloud Run service should implement the following HTTP
+API: HTTP method: <cite>POST</cite> HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span>
+<span class="pre">ReinforcementTuningExample,</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">Content,</span> <span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">int</span>
+<span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">int64</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> * <cite>example</cite> is a ReinforcementTuningExample in
+ProtoJSON format, (i.e., the format is the same as as one line in the
+training/validation dataset except that the keys must be in camel case).
+System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>) and references
+(i.e., <cite>example.get(“references”)</cite>) are also included in the <cite>example</cite>
+provided that they are set in the training/validation dataset. * <cite>response</cite> is
+a Content in ProtoJSON format (i.e., keys must be in camel case), which is the
+same as the Online Prediction response for Gemini models. HTTP response body:
+{ “reward”: float, “user_requested_aux_info”: str // Optional } where the
+field “user_requested_aux_info” is any (optional) string provided by users for
+assisting debugging. It’s in snake case. This field is mostly useful when
+calling the GenAiTuningService.ValidateReinforcementTuningReward API, where
+the proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will
+be populated if the Cloud Run reward function sets this field in the HTTP
+response. The following are examples for the HTTP request and response body.
+Example HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;role&quot;:</span> <span class="pre">&quot;user&quot;,</span>
+<span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;What</span> <span class="pre">is</span> <span class="pre">the</span> <span class="pre">capital</span> <span class="pre">of</span> <span class="pre">France?&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">}</span> <span class="pre">],</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span>
+<span class="pre">&quot;answer&quot;:</span> <span class="pre">&quot;Paris&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;London&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">},</span>
+<span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">1,</span> <span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">123456789</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> Example HTTP
+response body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;reward&quot;:</span> <span class="pre">-1.0</span> <span class="pre">}</span> <span class="pre">`</span></code> Note: Reward output by Cloud Run
+reward function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
+max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -162326,8 +222915,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -162337,16 +222926,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RagRetrievalConfigRankingRankService.model_name" title="genai.types.RagRetrievalConfigRankingRankService.model_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri" title="genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cloud_run_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankService.model_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'modelName')</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankService.model_name" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The model name of the rank service. Format: <cite>semantic-ranker-512&#64;latest</cite></p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cloud_run_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cloudRunUri')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri" title="Link to this definition">¶</a></dt>
+<dd><p>URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](<a class="reference external" href="https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent">https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent</a>) (<cite>service-&#64;gcp-sa-vertex-tune.iam.gserviceaccount.com</cite>) must be granted the permission (e.g. by granting <cite>roles/run.invoker</cite> in IAM) to invoke the Cloud Run service.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -162359,17 +222948,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankServiceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RagRetrievalConfigRankingRankServiceDict</span></span><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankServiceDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCloudRunRewardScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorerDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for Rank Service. This data type is not supported in Gemini API.</p>
+<p>ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.</p>
+<p>Comparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a
+Sandbox and has no internet access, Cloud Run reward scorer is fully
+controlled by users. The Cloud Run service should implement the following HTTP
+API: HTTP method: <cite>POST</cite> HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span>
+<span class="pre">ReinforcementTuningExample,</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">Content,</span> <span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">int</span>
+<span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">int64</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> * <cite>example</cite> is a ReinforcementTuningExample in
+ProtoJSON format, (i.e., the format is the same as as one line in the
+training/validation dataset except that the keys must be in camel case).
+System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>) and references
+(i.e., <cite>example.get(“references”)</cite>) are also included in the <cite>example</cite>
+provided that they are set in the training/validation dataset. * <cite>response</cite> is
+a Content in ProtoJSON format (i.e., keys must be in camel case), which is the
+same as the Online Prediction response for Gemini models. HTTP response body:
+{ “reward”: float, “user_requested_aux_info”: str // Optional } where the
+field “user_requested_aux_info” is any (optional) string provided by users for
+assisting debugging. It’s in snake case. This field is mostly useful when
+calling the GenAiTuningService.ValidateReinforcementTuningReward API, where
+the proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will
+be populated if the Cloud Run reward function sets this field in the HTTP
+response. The following are examples for the HTTP request and response body.
+Example HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;role&quot;:</span> <span class="pre">&quot;user&quot;,</span>
+<span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;What</span> <span class="pre">is</span> <span class="pre">the</span> <span class="pre">capital</span> <span class="pre">of</span> <span class="pre">France?&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">}</span> <span class="pre">],</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span>
+<span class="pre">&quot;answer&quot;:</span> <span class="pre">&quot;Paris&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;London&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">},</span>
+<span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">1,</span> <span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">123456789</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> Example HTTP
+response body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;reward&quot;:</span> <span class="pre">-1.0</span> <span class="pre">}</span> <span class="pre">`</span></code> Note: Reward output by Cloud Run
+reward function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
+max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RagRetrievalConfigRankingRankServiceDict.model_name">
-<span class="sig-name descname"><span class="pre">model_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RagRetrievalConfigRankingRankServiceDict.model_name" title="Link to this definition">¶</a></dt>
-<dd><p><cite>semantic-ranker-512&#64;latest</cite></p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorerDict.cloud_run_uri">
+<span class="sig-name descname"><span class="pre">cloud_run_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorerDict.cloud_run_uri" title="Link to this definition">¶</a></dt>
+<dd><p>//docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (<cite>service-&#64;gcp-sa-vertex-tune.iam.gserviceaccount.com</cite>) must be granted the permission (e.g. by granting <cite>roles/run.invoker</cite> in IAM) to invoke the Cloud Run service.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The model name of the rank service. Format</p>
+<dd class="field-odd"><p>URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https</p>
 </dd>
 </dl>
 </dd></dl>
@@ -162377,35 +222993,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RawOutput">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawOutput</span></span><a class="headerlink" href="#genai.types.RawOutput" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCodeExecutionRewardScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorer" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Raw output. This data type is not supported in Gemini API.</p>
+<p>ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.</p>
+<p>The function signature is as follows: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example:</span> <span class="pre">dict[str,</span>
+<span class="pre">Any],</span> <span class="pre">response:</span> <span class="pre">dict[str,</span> <span class="pre">Any])</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">...</span> <span class="pre">`</span></code> <cite>example</cite> is a
+ReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same
+as as one line in the training/validation dataset except that the keys must be
+in camel case). System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>)
+and references (i.e., <cite>example.get(“references”)</cite>) are also included in the
+<cite>example</cite> provided that they are set in the training/validation dataset.
+<cite>response</cite> is a Content in ProtoJSON format (i.e., keys must be in camel
+case), which is the same as the Online Prediction response for Gemini models.
+Note: Reward output by the <cite>evaluate</cite> function is clipped to be within <cite>[-1,
+1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>. This data type is not
+supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawOutput&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;rawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Raw output string.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rawoutput&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -162415,16 +223040,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RawOutput.raw_output" title="genai.types.RawOutput.raw_output"><code class="xref py py-obj docutils literal notranslate"><span class="pre">raw_output</span> <span class="pre">(list[str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet" title="genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet"><code class="xref py py-obj docutils literal notranslate"><span class="pre">python_code_snippet</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RawOutput.raw_output">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'rawOutput')</span></em><a class="headerlink" href="#genai.types.RawOutput.raw_output" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Raw output string.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">python_code_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pythonCodeSnippet')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet" title="Link to this definition">¶</a></dt>
+<dd><p>The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward <cite>1.0</cite> for a parsed response matching the user-provided reference answer in per prompt references map. <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example,</span> <span class="pre">response)</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">response_str</span> <span class="pre">=</span> <span class="pre">response.get(&quot;parts&quot;,</span> <span class="pre">[])0</span> <span class="pre">references</span> <span class="pre">=</span> <span class="pre">example.get(&quot;references&quot;,</span> <span class="pre">{})</span> <span class="pre">if</span> <span class="pre">response_str</span> <span class="pre">==</span> <span class="pre">references.get(&quot;concise_answer&quot;):</span> <span class="pre">return</span> <span class="pre">1.0</span> <span class="pre">return</span> <span class="pre">-1.0</span> <span class="pre">`</span></code> Note: Reward output by the evaluate function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -162437,81 +223062,752 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RawOutputDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawOutputDict</span></span><a class="headerlink" href="#genai.types.RawOutputDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCodeExecutionRewardScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorerDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Raw output. This data type is not supported in Gemini API.</p>
+<p>ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.</p>
+<p>The function signature is as follows: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example:</span> <span class="pre">dict[str,</span>
+<span class="pre">Any],</span> <span class="pre">response:</span> <span class="pre">dict[str,</span> <span class="pre">Any])</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">...</span> <span class="pre">`</span></code> <cite>example</cite> is a
+ReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same
+as as one line in the training/validation dataset except that the keys must be
+in camel case). System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>)
+and references (i.e., <cite>example.get(“references”)</cite>) are also included in the
+<cite>example</cite> provided that they are set in the training/validation dataset.
+<cite>response</cite> is a Content in ProtoJSON format (i.e., keys must be in camel
+case), which is the same as the Online Prediction response for Gemini models.
+Note: Reward output by the <cite>evaluate</cite> function is clipped to be within <cite>[-1,
+1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>. This data type is not
+supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RawOutputDict.raw_output">
-<span class="sig-name descname"><span class="pre">raw_output</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RawOutputDict.raw_output" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. Raw output string.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorerDict.python_code_snippet">
+<span class="sig-name descname"><span class="pre">python_code_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorerDict.python_code_snippet" title="Link to this definition">¶</a></dt>
+<dd><p>Reward output by the evaluate function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward <cite>1.0</cite> for a parsed response matching the user-provided reference answer in per prompt references map. <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example,</span> <span class="pre">response)</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">response_str</span> <span class="pre">=</span> <span class="pre">response.get(&quot;parts&quot;,</span> <span class="pre">[])0</span> <span class="pre">references</span> <span class="pre">=</span> <span class="pre">example.get(&quot;references&quot;,</span> <span class="pre">{})</span> <span class="pre">if</span> <span class="pre">response_str</span> <span class="pre">==</span> <span class="pre">references.get(&quot;concise_answer&quot;):</span> <span class="pre">return</span> <span class="pre">1.0</span> <span class="pre">return</span> <span class="pre">-1.0</span> <span class="pre">`</span></code> Note</p>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImage">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawReferenceImage</span></span><a class="headerlink" href="#genai.types.RawReferenceImage" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningExample</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningExample" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A raw reference image.</p>
-<p>A raw reference image represents the base image to edit, provided by the user.
-It can optionally be provided in addition to a mask reference image or
-a style reference image.</p>
+<p>User-facing format for Gemini Reinforcement Tuning examples on Vertex.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RawReferenceImage&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A raw reference image.\n\nA raw reference image represents the base image to edit, provided by the user.\nIt can optionally be provided in addition to a mask reference image or\na style reference image.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;referenceImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reference image for the editing operation.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The id of the reference image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referenceid&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;referenceType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of the reference image. Only set by the SDK.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Referencetype&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -162521,24 +223817,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -162548,858 +223842,340 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RawReferenceImage.reference_id" title="genai.types.RawReferenceImage.reference_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_id</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RawReferenceImage.reference_image" title="genai.types.RawReferenceImage.reference_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RawReferenceImage.reference_type" title="genai.types.RawReferenceImage.reference_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reference_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code> » <code class="xref py py-obj docutils literal notranslate"><span class="pre">all</span> <span class="pre">fields</span></code></p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImage.reference_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceId')</span></em><a class="headerlink" href="#genai.types.RawReferenceImage.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImage.reference_image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceImage')</span></em><a class="headerlink" href="#genai.types.RawReferenceImage.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImage.reference_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'referenceType')</span></em><a class="headerlink" href="#genai.types.RawReferenceImage.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_validate_mask_image_config</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RawReferenceImageDict</span></span><a class="headerlink" href="#genai.types.RawReferenceImageDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A raw reference image.</p>
-<p>A raw reference image represents the base image to edit, provided by the user.
-It can optionally be provided in addition to a mask reference image or
-a style reference image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict.reference_id">
-<span class="sig-name descname"><span class="pre">reference_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RawReferenceImageDict.reference_id" title="Link to this definition">¶</a></dt>
-<dd><p>The id of the reference image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict.reference_image">
-<span class="sig-name descname"><span class="pre">reference_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RawReferenceImageDict.reference_image" title="Link to this definition">¶</a></dt>
-<dd><p>The reference image for the editing operation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RawReferenceImageDict.reference_type">
-<span class="sig-name descname"><span class="pre">reference_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RawReferenceImageDict.reference_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of the reference image. Only set by the SDK.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RealtimeInputConfig</span></span><a class="headerlink" href="#genai.types.RealtimeInputConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Marks the end of user activity.</p>
-<p>This can only be sent if automatic (i.e. server-side) activity detection is
-disabled.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RealtimeInputConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Marks the end of user activity.\n\nThis can only be sent if automatic (i.e. server-side) activity detection is\ndisabled.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;automaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutomaticActivityDetection&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;activityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ActivityHandling&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines what effect activity has.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;turnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TurnCoverage&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines which input is included in the user&#39;s turn.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ActivityHandling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The different ways of handling user activity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVITY_HANDLING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_OF_ACTIVITY_INTERRUPTS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_INTERRUPTION&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ActivityHandling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutomaticActivityDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures automatic detection of activity.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StartSensitivity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely speech is to be detected.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOfSpeechSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EndSensitivity&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Determines how likely detected speech is ended.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prefixPaddingMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prefixpaddingms&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;silenceDurationMs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user&#39;s activity but this will increase the model&#39;s latency.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Silencedurationms&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutomaticActivityDetection&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EndSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End of speech sensitivity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;END_SENSITIVITY_LOW&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EndSensitivity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StartSensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start of speech sensitivity.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;START_SENSITIVITY_LOW&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StartSensitivity&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TurnCoverage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options about which input is included in the user&#39;s turn.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TURN_COVERAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ONLY_ACTIVITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_ALL_INPUT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TurnCoverage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RealtimeInputConfig.activity_handling" title="genai.types.RealtimeInputConfig.activity_handling"><code class="xref py py-obj docutils literal notranslate"><span class="pre">activity_handling</span> <span class="pre">(genai.types.ActivityHandling</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RealtimeInputConfig.automatic_activity_detection" title="genai.types.RealtimeInputConfig.automatic_activity_detection"><code class="xref py py-obj docutils literal notranslate"><span class="pre">automatic_activity_detection</span> <span class="pre">(genai.types.AutomaticActivityDetection</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RealtimeInputConfig.turn_coverage" title="genai.types.RealtimeInputConfig.turn_coverage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">turn_coverage</span> <span class="pre">(genai.types.TurnCoverage</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig.activity_handling">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">activity_handling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityHandling" title="genai.types.ActivityHandling"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityHandling</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'activityHandling')</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfig.activity_handling" title="Link to this definition">¶</a></dt>
-<dd><p>Defines what effect activity has.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig.automatic_activity_detection">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">automatic_activity_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticActivityDetection" title="genai.types.AutomaticActivityDetection"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticActivityDetection</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'automaticActivityDetection')</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfig.automatic_activity_detection" title="Link to this definition">¶</a></dt>
-<dd><p>If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfig.turn_coverage">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">turn_coverage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCoverage" title="genai.types.TurnCoverage"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCoverage</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'turnCoverage')</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfig.turn_coverage" title="Link to this definition">¶</a></dt>
-<dd><p>Defines which input is included in the user’s turn.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RealtimeInputConfigDict</span></span><a class="headerlink" href="#genai.types.RealtimeInputConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Marks the end of user activity.</p>
-<p>This can only be sent if automatic (i.e. server-side) activity detection is
-disabled.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict.activity_handling">
-<span class="sig-name descname"><span class="pre">activity_handling</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ActivityHandling" title="genai.types.ActivityHandling"><code class="xref py py-class docutils literal notranslate"><span class="pre">ActivityHandling</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfigDict.activity_handling" title="Link to this definition">¶</a></dt>
-<dd><p>Defines what effect activity has.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict.automatic_activity_detection">
-<span class="sig-name descname"><span class="pre">automatic_activity_detection</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutomaticActivityDetectionDict" title="genai.types.AutomaticActivityDetectionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutomaticActivityDetectionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfigDict.automatic_activity_detection" title="Link to this definition">¶</a></dt>
-<dd><p>If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RealtimeInputConfigDict.turn_coverage">
-<span class="sig-name descname"><span class="pre">turn_coverage</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TurnCoverage" title="genai.types.TurnCoverage"><code class="xref py py-class docutils literal notranslate"><span class="pre">TurnCoverage</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RealtimeInputConfigDict.turn_coverage" title="Link to this definition">¶</a></dt>
-<dd><p>Defines which input is included in the user’s turn.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageConfig</span></span><a class="headerlink" href="#genai.types.RecontextImageConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Configuration for recontextualizing an image.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RecontextImageConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;numberOfImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of images to generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numberofimages&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;baseSteps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basesteps&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Random seed for image generation.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether allow to generate person images, and restrict to specific\n      ages.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;addWatermark&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add a SynthID watermark to the generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Addwatermark&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MIME type of the generated image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Compression quality of the generated image (for ``image/jpeg``\n      only).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enhancePrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to use the prompt rewriting logic.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.add_watermark" title="genai.types.RecontextImageConfig.add_watermark"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_watermark</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.base_steps" title="genai.types.RecontextImageConfig.base_steps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_steps</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.enhance_prompt" title="genai.types.RecontextImageConfig.enhance_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enhance_prompt</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.http_options" title="genai.types.RecontextImageConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.labels" title="genai.types.RecontextImageConfig.labels"><code class="xref py py-obj docutils literal notranslate"><span class="pre">labels</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.number_of_images" title="genai.types.RecontextImageConfig.number_of_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">number_of_images</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.output_compression_quality" title="genai.types.RecontextImageConfig.output_compression_quality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_compression_quality</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.output_gcs_uri" title="genai.types.RecontextImageConfig.output_gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.output_mime_type" title="genai.types.RecontextImageConfig.output_mime_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">output_mime_type</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.person_generation" title="genai.types.RecontextImageConfig.person_generation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_generation</span> <span class="pre">(genai.types.PersonGeneration</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.safety_filter_level" title="genai.types.RecontextImageConfig.safety_filter_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">safety_filter_level</span> <span class="pre">(genai.types.SafetyFilterLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageConfig.seed" title="genai.types.RecontextImageConfig.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.add_watermark">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'addWatermark')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.add_watermark" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to add a SynthID watermark to the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.base_steps">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseSteps')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.base_steps" title="Link to this definition">¶</a></dt>
-<dd><p>The number of sampling steps. A higher value has better image
-quality, while a lower value has better latency.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.enhance_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enhancePrompt')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.enhance_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to use the prompt rewriting logic.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.labels">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.number_of_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'numberOfImages')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.number_of_images" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images to generate.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.output_compression_quality">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputCompressionQuality')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
-only).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.output_gcs_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputGcsUri')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage URI used to store the generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.output_mime_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'outputMimeType')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.person_generation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personGeneration')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Whether allow to generate person images, and restrict to specific
-ages.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.safety_filter_level">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'safetyFilterLevel')</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.safety_filter_level" title="Link to this definition">¶</a></dt>
-<dd><p>Filter level for safety filtering.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfig.seed">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RecontextImageConfig.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Random seed for image generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageConfigDict</span></span><a class="headerlink" href="#genai.types.RecontextImageConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Configuration for recontextualizing an image.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.add_watermark">
-<span class="sig-name descname"><span class="pre">add_watermark</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.add_watermark" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to add a SynthID watermark to the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.base_steps">
-<span class="sig-name descname"><span class="pre">base_steps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.base_steps" title="Link to this definition">¶</a></dt>
-<dd><p>The number of sampling steps. A higher value has better image
-quality, while a lower value has better latency.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.enhance_prompt">
-<span class="sig-name descname"><span class="pre">enhance_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.enhance_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Whether to use the prompt rewriting logic.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.labels">
-<span class="sig-name descname"><span class="pre">labels</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.labels" title="Link to this definition">¶</a></dt>
-<dd><p>User specified labels to track billing usage.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.number_of_images">
-<span class="sig-name descname"><span class="pre">number_of_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.number_of_images" title="Link to this definition">¶</a></dt>
-<dd><p>Number of images to generate.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.output_compression_quality">
-<span class="sig-name descname"><span class="pre">output_compression_quality</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.output_compression_quality" title="Link to this definition">¶</a></dt>
-<dd><p>Compression quality of the generated image (for <code class="docutils literal notranslate"><span class="pre">image/jpeg</span></code>
-only).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.output_gcs_uri">
-<span class="sig-name descname"><span class="pre">output_gcs_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.output_gcs_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage URI used to store the generated images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.output_mime_type">
-<span class="sig-name descname"><span class="pre">output_mime_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.output_mime_type" title="Link to this definition">¶</a></dt>
-<dd><p>MIME type of the generated image.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.person_generation">
-<span class="sig-name descname"><span class="pre">person_generation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.PersonGeneration" title="genai.types.PersonGeneration"><code class="xref py py-class docutils literal notranslate"><span class="pre">PersonGeneration</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.person_generation" title="Link to this definition">¶</a></dt>
-<dd><p>Whether allow to generate person images, and restrict to specific
-ages.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.safety_filter_level">
-<span class="sig-name descname"><span class="pre">safety_filter_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SafetyFilterLevel" title="genai.types.SafetyFilterLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">SafetyFilterLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.safety_filter_level" title="Link to this definition">¶</a></dt>
-<dd><p>Filter level for safety filtering.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageConfigDict.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageConfigDict.seed" title="Link to this definition">¶</a></dt>
-<dd><p>Random seed for image generation.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RecontextImageResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageResponse</span></span><a class="headerlink" href="#genai.types.RecontextImageResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The output images response.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RecontextImageResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output images response.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;generatedImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeneratedImage&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of generated images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generatedimages&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;GeneratedImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An output image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output image data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;raiFilteredReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -163409,111 +224185,105 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsible AI filter reason if the image is filtered out of the\n      response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raifilteredreason&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;safetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyAttributes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enhancedPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhancedprompt&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeneratedImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyAttributes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Safety attributes of a GeneratedImage or the user-provided prompt.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;categories&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of RAI categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Categories&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scores&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -163522,10 +224292,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of scores of each categories.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -163535,118 +224305,45 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Internal use only.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contenttype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyAttributes&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RecontextImageResponse.generated_images" title="genai.types.RecontextImageResponse.generated_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generated_images</span> <span class="pre">(list[genai.types.GeneratedImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageResponse.generated_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImage" title="genai.types.GeneratedImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'generatedImages')</span></em><a class="headerlink" href="#genai.types.RecontextImageResponse.generated_images" title="Link to this definition">¶</a></dt>
-<dd><p>List of generated images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RecontextImageResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageResponseDict</span></span><a class="headerlink" href="#genai.types.RecontextImageResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The output images response.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageResponseDict.generated_images">
-<span class="sig-name descname"><span class="pre">generated_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GeneratedImageDict" title="genai.types.GeneratedImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GeneratedImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RecontextImageResponseDict.generated_images" title="Link to this definition">¶</a></dt>
-<dd><p>List of generated images.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSource">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageSource</span></span><a class="headerlink" href="#genai.types.RecontextImageSource" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A set of source input(s) for image recontextualization.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RecontextImageSource&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A set of source input(s) for image recontextualization.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;prompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A text prompt for guiding the model during image\n      recontextualization. Not supported for Virtual Try-On.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Prompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;personImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image of the person or subject who will be wearing the\n      product(s).&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;productImages&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ProductImage&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of product images.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Productimages&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -163656,10 +224353,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
@@ -163670,10 +224367,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagebytes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -163683,262 +224380,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The MIME type of the image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ProductImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;productImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Image&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image of the product to be recontextualized.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ProductImage&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RecontextImageSource.person_image" title="genai.types.RecontextImageSource.person_image"><code class="xref py py-obj docutils literal notranslate"><span class="pre">person_image</span> <span class="pre">(genai.types.Image</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageSource.product_images" title="genai.types.RecontextImageSource.product_images"><code class="xref py py-obj docutils literal notranslate"><span class="pre">product_images</span> <span class="pre">(list[genai.types.ProductImage]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RecontextImageSource.prompt" title="genai.types.RecontextImageSource.prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSource.person_image">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">person_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Image" title="genai.types.Image"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'personImage')</span></em><a class="headerlink" href="#genai.types.RecontextImageSource.person_image" title="Link to this definition">¶</a></dt>
-<dd><p>Image of the person or subject who will be wearing the
-product(s).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSource.product_images">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">product_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProductImage" title="genai.types.ProductImage"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProductImage</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'productImages')</span></em><a class="headerlink" href="#genai.types.RecontextImageSource.product_images" title="Link to this definition">¶</a></dt>
-<dd><p>A list of product images.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSource.prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RecontextImageSource.prompt" title="Link to this definition">¶</a></dt>
-<dd><p>A text prompt for guiding the model during image
-recontextualization. Not supported for Virtual Try-On.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RecontextImageSourceDict</span></span><a class="headerlink" href="#genai.types.RecontextImageSourceDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A set of source input(s) for image recontextualization.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict.person_image">
-<span class="sig-name descname"><span class="pre">person_image</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ImageDict" title="genai.types.ImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageSourceDict.person_image" title="Link to this definition">¶</a></dt>
-<dd><p>Image of the person or subject who will be wearing the
-product(s).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict.product_images">
-<span class="sig-name descname"><span class="pre">product_images</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ProductImageDict" title="genai.types.ProductImageDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ProductImageDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RecontextImageSourceDict.product_images" title="Link to this definition">¶</a></dt>
-<dd><p>A list of product images.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RecontextImageSourceDict.prompt">
-<span class="sig-name descname"><span class="pre">prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RecontextImageSourceDict.prompt" title="Link to this definition">¶</a></dt>
-<dd><p>A text prompt for guiding the model during image
-recontextualization. Not supported for Virtual Try-On.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesConfig</span></span><a class="headerlink" href="#genai.types.RegisterFilesConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Used to override the default configuration.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RegisterFilesConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot; If true, the raw HTTP response will be returned in the &#39;sdk_http_response&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Shouldreturnhttpresponse&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RegisterFilesConfig.http_options" title="genai.types.RegisterFilesConfig.http_options"><code class="xref py py-obj docutils literal notranslate"><span class="pre">http_options</span> <span class="pre">(genai.types.HttpOptions</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RegisterFilesConfig.should_return_http_response" title="genai.types.RegisterFilesConfig.should_return_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">should_return_http_response</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesConfig.http_options">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptions" title="genai.types.HttpOptions"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptions</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'httpOptions')</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfig.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesConfig.should_return_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'shouldReturnHttpResponse')</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfig.should_return_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesConfigDict</span></span><a class="headerlink" href="#genai.types.RegisterFilesConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Used to override the default configuration.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesConfigDict.http_options">
-<span class="sig-name descname"><span class="pre">http_options</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpOptionsDict" title="genai.types.HttpOptionsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpOptionsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfigDict.http_options" title="Link to this definition">¶</a></dt>
-<dd><p>Used to override HTTP request options.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesConfigDict.should_return_http_response">
-<span class="sig-name descname"><span class="pre">should_return_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RegisterFilesConfigDict.should_return_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the raw HTTP response will be returned in the ‘sdk_http_response’ field.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesResponse</span></span><a class="headerlink" href="#genai.types.RegisterFilesResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Response for the _register file method.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RegisterFilesResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response for the _register file method.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;sdkHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpResponse&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the full HTTP response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;files&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/File&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The registered files.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Files&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;File&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A file uploaded to the API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -163948,8 +224414,8 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `File` resource name. The ID (name excluding the \&quot;files/\&quot; prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -163961,216 +224427,255 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: &#39;Welcome Image&#39;&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. MIME type of the file.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sizeBytes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Size of the file in bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sizebytes&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was created.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expirationTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expirationtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The timestamp of when the `File` was last updated.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sha256Hash&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sha256Hash&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;uri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;downloadUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The URI of the `File`, only set for downloadable (generated) files.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Downloaduri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;state&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileState&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Processing state of the File.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSource&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The source of the `File`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Metadata for a video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Videometadata&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;error&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileStatus&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Error status if File processing failed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Source of the File.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SOURCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;UPLOADED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GENERATED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGISTERED&quot;</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;State for the lifecycle of a File.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;STATE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PROCESSING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACTIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FAILED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileState&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Status of a File that uses a common error model.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -164178,255 +224683,179 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code. 0 for OK, 1 for CANCELLED&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to retain the processed HTTP headers in the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;body&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The raw HTTP response body, in JSON format.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Body&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.RegisterFilesResponse.files" title="genai.types.RegisterFilesResponse.files"><code class="xref py py-obj docutils literal notranslate"><span class="pre">files</span> <span class="pre">(list[genai.types.File]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.RegisterFilesResponse.sdk_http_response" title="genai.types.RegisterFilesResponse.sdk_http_response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">sdk_http_response</span> <span class="pre">(genai.types.HttpResponse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesResponse.files">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.File" title="genai.types.File"><code class="xref py py-class docutils literal notranslate"><span class="pre">File</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponse.files" title="Link to this definition">¶</a></dt>
-<dd><p>The registered files.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesResponse.sdk_http_response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponse" title="genai.types.HttpResponse"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'sdkHttpResponse')</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponse.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">RegisterFilesResponseDict</span></span><a class="headerlink" href="#genai.types.RegisterFilesResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Response for the _register file method.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesResponseDict.files">
-<span class="sig-name descname"><span class="pre">files</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileDict" title="genai.types.FileDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponseDict.files" title="Link to this definition">¶</a></dt>
-<dd><p>The registered files.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.RegisterFilesResponseDict.sdk_http_response">
-<span class="sig-name descname"><span class="pre">sdk_http_response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.HttpResponseDict" title="genai.types.HttpResponseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">HttpResponseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.RegisterFilesResponseDict.sdk_http_response" title="Link to this definition">¶</a></dt>
-<dd><p>Used to retain the full HTTP response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Reinforcement tuning autorater scorer.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -164436,187 +224865,193 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -164624,87 +225059,107 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -164714,23 +225169,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -164740,74 +225203,105 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -164817,79 +225311,134 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -164898,278 +225447,248 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -165182,172 +225701,130 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165357,189 +225834,158 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -165548,21 +225994,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165572,37 +226027,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165612,126 +226081,167 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -165741,10 +226251,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165754,30 +226264,27 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -165786,14 +226293,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -165802,10 +226339,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165815,30 +226352,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165848,42 +226378,44 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -165893,206 +226425,172 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -166102,50 +226600,51 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -166155,11 +226654,11 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
@@ -166170,33 +226669,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_config" title="genai.types.ReinforcementTuningAutoraterScorer.autorater_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_config</span> <span class="pre">(genai.types.AutoraterConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt" title="genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_prompt</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config" title="genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">autorater_response_parse_config</span> <span class="pre">(genai.types.ReinforcementTuningParseResponseConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer" title="genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exact_match_scorer</span> <span class="pre">(genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer" title="genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parsed_response_conversion_scorer</span> <span class="pre">(genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.contents" title="genai.types.ReinforcementTuningExample.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.references" title="genai.types.ReinforcementTuningExample.references"><code class="xref py py-obj docutils literal notranslate"><span class="pre">references</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.system_instruction" title="genai.types.ReinforcementTuningExample.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.tools" title="genai.types.ReinforcementTuningExample.tools"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tools</span> <span class="pre">(list[genai.types.Tool]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.autorater_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfig" title="genai.types.AutoraterConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_config" title="Link to this definition">¶</a></dt>
-<dd><p>Autorater config for evaluation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterPrompt')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}}</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.contents">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.contents" title="Link to this definition">¶</a></dt>
+<dd><p>Multi-turn contents that represents the Prompt.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166207,9 +226692,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">autorater_response_parse_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfig" title="genai.types.ReinforcementTuningParseResponseConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningParseResponseConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'autoraterResponseParseConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config" title="Link to this definition">¶</a></dt>
-<dd><p>Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the <cite>2.0</cite> block, defining a parsing response config using regex <cite>“.*(.*?)”</cite> will return a score <cite>“2.0”</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.references">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">references</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.references" title="Link to this definition">¶</a></dt>
+<dd><p>References for the given prompt. The key is the name of the reference, and the value is the reference itself.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166220,9 +226705,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exact_match_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorer</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exactMatchScorer')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer" title="Link to this definition">¶</a></dt>
-<dd><p>Scores autorater responses by using string match reward scorer.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.system_instruction">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Corresponds to system_instruction in user-facing GenerateContentRequest.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166233,9 +226718,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parsed_response_conversion_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer" title="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorer</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parsedResponseConversionScorer')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer" title="Link to this definition">¶</a></dt>
-<dd><p>Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.tools">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Tool" title="genai.types.Tool"><code class="xref py py-class docutils literal notranslate"><span class="pre">Tool</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Corresponds to tools in user-facing GenerateContentRequest.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166248,84 +226733,65 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningExampleDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Reinforcement tuning autorater scorer.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.autorater_config">
-<span class="sig-name descname"><span class="pre">autorater_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AutoraterConfigDict" title="genai.types.AutoraterConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">AutoraterConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.autorater_config" title="Link to this definition">¶</a></dt>
-<dd><p>Autorater config for evaluation.</p>
-</dd></dl>
-
+<p>User-facing format for Gemini Reinforcement Tuning examples on Vertex.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.autorater_prompt">
-<span class="sig-name descname"><span class="pre">autorater_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.autorater_prompt" title="Link to this definition">¶</a></dt>
-<dd><ul class="simple">
-<li><p>{{prompt}} - {{response}} - {{system_instruction}} - {{references.key}}</p></li>
-</ul>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.contents">
+<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.contents" title="Link to this definition">¶</a></dt>
+<dd><p>Multi-turn contents that represents the Prompt.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.autorater_response_parse_config">
-<span class="sig-name descname"><span class="pre">autorater_response_parse_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfigDict" title="genai.types.ReinforcementTuningParseResponseConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningParseResponseConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.autorater_response_parse_config" title="Link to this definition">¶</a></dt>
-<dd><p>Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the <cite>2.0</cite> block, defining a parsing response config using regex <cite>“.*(.*?)”</cite> will return a score <cite>“2.0”</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.references">
+<span class="sig-name descname"><span class="pre">references</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.references" title="Link to this definition">¶</a></dt>
+<dd><p>References for the given prompt. The key is the name of the reference, and the value is the reference itself.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.exact_match_scorer">
-<span class="sig-name descname"><span class="pre">exact_match_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorerDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.exact_match_scorer" title="Link to this definition">¶</a></dt>
-<dd><p>Scores autorater responses by using string match reward scorer.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.system_instruction">
+<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.system_instruction" title="Link to this definition">¶</a></dt>
+<dd><p>Corresponds to system_instruction in user-facing GenerateContentRequest.</p>
 </dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerDict.parsed_response_conversion_scorer">
-<span class="sig-name descname"><span class="pre">parsed_response_conversion_scorer</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict" title="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerDict.parsed_response_conversion_scorer" title="Link to this definition">¶</a></dt>
-<dd><p>Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Scores autorater responses by directly converting parsed autorater response to a float reward. Note</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.tools">
+<span class="sig-name descname"><span class="pre">tools</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolDict" title="genai.types.ToolDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.tools" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Corresponds to tools in user-facing GenerateContentRequest.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningHyperParameters</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Scores autorater responses by using exact string match reward scorer.</p>
-<p>This data type is not supported in Gemini API.</p>
+<p>Hyperparameters for Reinforcement Tuning.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Reinforcement Tuning.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of training epoches for the tuning job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -166335,21 +226801,149 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learning rate multiplier for Reinforcement Learning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for Reinforcement Tuning.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of different responses to generate per prompt during tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. `total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset`&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. ```total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate per prompt. Default to 32768.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stepcount&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -166359,18 +226953,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">correct_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expression</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward" title="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">wrong_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.adapter_size" title="genai.types.ReinforcementTuningHyperParameters.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.batch_size" title="genai.types.ReinforcementTuningHyperParameters.batch_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.checkpoint_interval" title="genai.types.ReinforcementTuningHyperParameters.checkpoint_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.epoch_count" title="genai.types.ReinforcementTuningHyperParameters.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.evaluate_interval" title="genai.types.ReinforcementTuningHyperParameters.evaluate_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluate_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier" title="genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.max_output_tokens" title="genai.types.ReinforcementTuningHyperParameters.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.samples_per_prompt" title="genai.types.ReinforcementTuningHyperParameters.samples_per_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">samples_per_prompt</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.step_count" title="genai.types.ReinforcementTuningHyperParameters.step_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">step_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.thinking_budget" title="genai.types.ReinforcementTuningHyperParameters.thinking_budget"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_budget</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.thinking_level" title="genai.types.ReinforcementTuningHyperParameters.thinking_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_level</span> <span class="pre">(genai.types.ReinforcementTuningThinkingLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'correctAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Assigns this reward score if the parsed response string equals the expression.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.adapter_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Adapter size for Reinforcement Tuning.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166381,9 +226983,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression" title="Link to this definition">¶</a></dt>
-<dd><p>The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { “correctAnswerReward”: 1.0, “wrongAnswerReward”: -1.0, “expression”: “{{references.concise_answer}}” } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_ansser&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> The above ExactMatchScorer will be replaced as follows for scoring: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;correctAnswerReward&quot;:</span> <span class="pre">1.0,</span> <span class="pre">&quot;wrongAnswerReward&quot;:</span> <span class="pre">-1.0,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;Yes&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> If the <em>parsed</em> autorater response is equal to the string <cite>“Yes”</cite>, then the reward is <cite>1.0</cite>, otherwise the reward is <cite>-1.0</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.batch_size">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchSize')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.batch_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166394,9 +226996,9 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'wrongAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Assigns this reward score if the parsed reward value does not equal the expression.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.checkpoint_interval">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointInterval')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.checkpoint_interval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. <code class="docutils literal notranslate"><span class="pre">`total_steps</span> <span class="pre">=</span> <span class="pre">epoch_count</span> <span class="pre">*</span> <span class="pre">samples_per_prompt</span> <span class="pre">/</span> <span class="pre">total_prompts_in_dataset`</span></code></p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166406,121 +227008,221 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.epoch_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of training epoches for the tuning job.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerExactMatchScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Scores autorater responses by using exact string match reward scorer.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.correct_answer_reward">
-<span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.correct_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Assigns this reward score if the parsed response string equals the expression.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.evaluate_interval">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluateInterval')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.evaluate_interval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. <cite>total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.expression">
-<span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.expression" title="Link to this definition">¶</a></dt>
-<dd><p>1.0, “wrongAnswerReward”: -1.0, “expression”: “{{references.concise_answer}}” } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_ansser&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> The above ExactMatchScorer will be replaced as follows for scoring: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;correctAnswerReward&quot;:</span> <span class="pre">1.0,</span> <span class="pre">&quot;wrongAnswerReward&quot;:</span> <span class="pre">-1.0,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;Yes&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> If the <em>parsed</em> autorater response is equal to the string <cite>“Yes”</cite>, then the reward is <cite>1.0</cite>, otherwise the reward is <cite>-1.0</cite>.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Learning rate multiplier for Reinforcement Learning.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows</p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>{ “correctAnswerReward”</p>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.max_output_tokens">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The maximum number of tokens to generate per prompt. Default to 32768.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.wrong_answer_reward">
-<span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.wrong_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Assigns this reward score if the parsed reward value does not equal the expression.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.samples_per_prompt">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'samplesPerPrompt')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.samples_per_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of different responses to generate per prompt during tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.step_count">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stepCount')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.step_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorer" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Scores responses by directly converting the parsed autorater response to a float reward.</p>
-<p>Note: Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
-max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.thinking_budget">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_budget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingBudget')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.thinking_budget" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.thinking_level">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingLevel')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.thinking_level" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
 </dl>
 </dd></dl>
 
+</dd></dl>
+
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningHyperParametersDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Scores responses by directly converting the parsed autorater response to a float reward.</p>
-<p>Note: Reward is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
-max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
+<p>Hyperparameters for Reinforcement Tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.adapter_size">
+<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.adapter_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Adapter size for Reinforcement Tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.batch_size">
+<span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.batch_size" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.checkpoint_interval">
+<span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.checkpoint_interval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. <code class="docutils literal notranslate"><span class="pre">`total_steps</span> <span class="pre">=</span> <span class="pre">epoch_count</span> <span class="pre">*</span> <span class="pre">samples_per_prompt</span> <span class="pre">/</span> <span class="pre">total_prompts_in_dataset`</span></code></p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.epoch_count">
+<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.epoch_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of training epoches for the tuning job.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.evaluate_interval">
+<span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.evaluate_interval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. <cite>total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset</cite></p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.learning_rate_multiplier">
+<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
+<dd><p>Learning rate multiplier for Reinforcement Learning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.max_output_tokens">
+<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.max_output_tokens" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The maximum number of tokens to generate per prompt. Default to 32768.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.samples_per_prompt">
+<span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.samples_per_prompt" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of different responses to generate per prompt during tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.step_count">
+<span class="sig-name descname"><span class="pre">step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.step_count" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.thinking_budget">
+<span class="sig-name descname"><span class="pre">thinking_budget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.thinking_budget" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.thinking_level">
+<span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.thinking_level" title="Link to this definition">¶</a></dt>
+<dd><p>Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.</p>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCloudRunRewardScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorer" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningParseResponseConfig</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfig" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.</p>
-<p>Comparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a
-Sandbox and has no internet access, Cloud Run reward scorer is fully
-controlled by users. The Cloud Run service should implement the following HTTP
-API: HTTP method: <cite>POST</cite> HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span>
-<span class="pre">ReinforcementTuningExample,</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">Content,</span> <span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">int</span>
-<span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">int64</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> * <cite>example</cite> is a ReinforcementTuningExample in
-ProtoJSON format, (i.e., the format is the same as as one line in the
-training/validation dataset except that the keys must be in camel case).
-System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>) and references
-(i.e., <cite>example.get(“references”)</cite>) are also included in the <cite>example</cite>
-provided that they are set in the training/validation dataset. * <cite>response</cite> is
-a Content in ProtoJSON format (i.e., keys must be in camel case), which is the
-same as the Online Prediction response for Gemini models. HTTP response body:
-{ “reward”: float, “user_requested_aux_info”: str // Optional } where the
-field “user_requested_aux_info” is any (optional) string provided by users for
-assisting debugging. It’s in snake case. This field is mostly useful when
-calling the GenAiTuningService.ValidateReinforcementTuningReward API, where
-the proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will
-be populated if the Cloud Run reward function sets this field in the HTTP
-response. The following are examples for the HTTP request and response body.
-Example HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;role&quot;:</span> <span class="pre">&quot;user&quot;,</span>
-<span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;What</span> <span class="pre">is</span> <span class="pre">the</span> <span class="pre">capital</span> <span class="pre">of</span> <span class="pre">France?&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">}</span> <span class="pre">],</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span>
-<span class="pre">&quot;answer&quot;:</span> <span class="pre">&quot;Paris&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;London&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">},</span>
-<span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">1,</span> <span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">123456789</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> Example HTTP
-response body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;reward&quot;:</span> <span class="pre">-1.0</span> <span class="pre">}</span> <span class="pre">`</span></code> Note: Reward output by Cloud Run
-reward function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
-max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
+<p>Defines how to parse sample response config for reinforcement tuning.</p>
+<p>The parsed response (i.e., substring) will be passed to the reward functions.
+For example, the input prompt might be: &gt; “Perform step-by-step thoughts first
+to problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.” The sample
+response from the model under tuning might look like: &gt; “&lt;ans&gt;Yes&lt;/ans&gt;” Here,
+users can define the following parse config: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;parseType&quot;:</span>
+<span class="pre">&quot;REGEX_EXTRACT&quot;,</span> <span class="pre">&quot;regexExtractExpression&quot;:</span> <span class="pre">&quot;.*(.*?)&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> The resulting
+parsed response would be <cite>“Yes”</cite> and will be passed to the reward functions
+for evaluating rewards. This data type is not supported in Gemini API.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -166530,8 +227232,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -166541,16 +227255,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri" title="genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">cloud_run_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfig.parse_type" title="genai.types.ReinforcementTuningParseResponseConfig.parse_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parse_type</span> <span class="pre">(genai.types.ResponseParseType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression" title="genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">regex_extract_expression</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cloud_run_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'cloudRunUri')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri" title="Link to this definition">¶</a></dt>
-<dd><p>URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](<a class="reference external" href="https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent">https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent</a>) (<cite>service-&#64;gcp-sa-vertex-tune.iam.gserviceaccount.com</cite>) must be granted the permission (e.g. by granting <cite>roles/run.invoker</cite> in IAM) to invoke the Cloud Run service.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfig.parse_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parse_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseParseType" title="genai.types.ResponseParseType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseParseType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parseType')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfig.parse_type" title="Link to this definition">¶</a></dt>
+<dd><p>Defines the type for parsing sample response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">regex_extract_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'regexExtractExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression" title="Link to this definition">¶</a></dt>
+<dd><p>Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166563,78 +227291,61 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCloudRunRewardScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorerDict" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningParseResponseConfigDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfigDict" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.</p>
-<p>Comparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a
-Sandbox and has no internet access, Cloud Run reward scorer is fully
-controlled by users. The Cloud Run service should implement the following HTTP
-API: HTTP method: <cite>POST</cite> HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span>
-<span class="pre">ReinforcementTuningExample,</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">Content,</span> <span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">int</span>
-<span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">int64</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> * <cite>example</cite> is a ReinforcementTuningExample in
-ProtoJSON format, (i.e., the format is the same as as one line in the
-training/validation dataset except that the keys must be in camel case).
-System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>) and references
-(i.e., <cite>example.get(“references”)</cite>) are also included in the <cite>example</cite>
-provided that they are set in the training/validation dataset. * <cite>response</cite> is
-a Content in ProtoJSON format (i.e., keys must be in camel case), which is the
-same as the Online Prediction response for Gemini models. HTTP response body:
-{ “reward”: float, “user_requested_aux_info”: str // Optional } where the
-field “user_requested_aux_info” is any (optional) string provided by users for
-assisting debugging. It’s in snake case. This field is mostly useful when
-calling the GenAiTuningService.ValidateReinforcementTuningReward API, where
-the proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will
-be populated if the Cloud Run reward function sets this field in the HTTP
-response. The following are examples for the HTTP request and response body.
-Example HTTP request body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;example&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;role&quot;:</span> <span class="pre">&quot;user&quot;,</span>
-<span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;What</span> <span class="pre">is</span> <span class="pre">the</span> <span class="pre">capital</span> <span class="pre">of</span> <span class="pre">France?&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">}</span> <span class="pre">],</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span>
-<span class="pre">&quot;answer&quot;:</span> <span class="pre">&quot;Paris&quot;</span> <span class="pre">}</span> <span class="pre">},</span> <span class="pre">&quot;response&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;parts&quot;:</span> <span class="pre">[</span> <span class="pre">{</span> <span class="pre">&quot;text&quot;:</span> <span class="pre">&quot;London&quot;</span> <span class="pre">}</span> <span class="pre">]</span> <span class="pre">},</span>
-<span class="pre">&quot;metadata&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;step&quot;:</span> <span class="pre">1,</span> <span class="pre">&quot;tuning_job_id&quot;:</span> <span class="pre">123456789</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> Example HTTP
-response body: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;reward&quot;:</span> <span class="pre">-1.0</span> <span class="pre">}</span> <span class="pre">`</span></code> Note: Reward output by Cloud Run
-reward function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward =
-max(min(reward, 1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
+<p>Defines how to parse sample response config for reinforcement tuning.</p>
+<p>The parsed response (i.e., substring) will be passed to the reward functions.
+For example, the input prompt might be: &gt; “Perform step-by-step thoughts first
+to problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.” The sample
+response from the model under tuning might look like: &gt; “&lt;ans&gt;Yes&lt;/ans&gt;” Here,
+users can define the following parse config: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;parseType&quot;:</span>
+<span class="pre">&quot;REGEX_EXTRACT&quot;,</span> <span class="pre">&quot;regexExtractExpression&quot;:</span> <span class="pre">&quot;.*(.*?)&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> The resulting
+parsed response would be <cite>“Yes”</cite> and will be passed to the reward functions
+for evaluating rewards. This data type is not supported in Gemini API.</p>
 <dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCloudRunRewardScorerDict.cloud_run_uri">
-<span class="sig-name descname"><span class="pre">cloud_run_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCloudRunRewardScorerDict.cloud_run_uri" title="Link to this definition">¶</a></dt>
-<dd><p>//docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (<cite>service-&#64;gcp-sa-vertex-tune.iam.gserviceaccount.com</cite>) must be granted the permission (e.g. by granting <cite>roles/run.invoker</cite> in IAM) to invoke the Cloud Run service.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfigDict.parse_type">
+<span class="sig-name descname"><span class="pre">parse_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseParseType" title="genai.types.ResponseParseType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseParseType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfigDict.parse_type" title="Link to this definition">¶</a></dt>
+<dd><p>Defines the type for parsing sample response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfigDict.regex_extract_expression">
+<span class="sig-name descname"><span class="pre">regex_extract_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfigDict.regex_extract_expression" title="Link to this definition">¶</a></dt>
+<dd><p>Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.</p>
 </dd></dl>
 
 </dd></dl>
 
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCodeExecutionRewardScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorer" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningRewardInfo</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.</p>
-<p>The function signature is as follows: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example:</span> <span class="pre">dict[str,</span>
-<span class="pre">Any],</span> <span class="pre">response:</span> <span class="pre">dict[str,</span> <span class="pre">Any])</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">...</span> <span class="pre">`</span></code> <cite>example</cite> is a
-ReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same
-as as one line in the training/validation dataset except that the keys must be
-in camel case). System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>)
-and references (i.e., <cite>example.get(“references”)</cite>) are also included in the
-<cite>example</cite> provided that they are set in the training/validation dataset.
-<cite>response</cite> is a Content in ProtoJSON format (i.e., keys must be in camel
-case), which is the same as the Online Prediction response for Gemini models.
-Note: Reward output by the <cite>evaluate</cite> function is clipped to be within <cite>[-1,
-1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>. This data type is not
-supported in Gemini API.</p>
+<p>The reward info for a reward function.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningRewardInfo&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reward info for a reward function.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;reward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The calculated reward for the reward function.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reward&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;userRequestedAuxInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -166644,8 +227355,73 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a \&quot;user_requested_aux_info\&quot;. Refer to ReinforcementTuningCloudRunRewardScorer for more details.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userrequestedauxinfo&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;errorStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. In case of an error for this reward, this field will be populated with a detailed error status.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -166655,16 +227431,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </details></p><dl class="field-list simple">
 <dt class="field-odd">Fields<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet" title="genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet"><code class="xref py py-obj docutils literal notranslate"><span class="pre">python_code_snippet</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningRewardInfo.error_status" title="genai.types.ReinforcementTuningRewardInfo.error_status"><code class="xref py py-obj docutils literal notranslate"><span class="pre">error_status</span> <span class="pre">(genai.types.GoogleRpcStatus</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningRewardInfo.reward" title="genai.types.ReinforcementTuningRewardInfo.reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info" title="genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_requested_aux_info</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
 <dd class="field-even"><p></p></dd>
 </dl>
 <dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">python_code_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'pythonCodeSnippet')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet" title="Link to this definition">¶</a></dt>
-<dd><p>The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward <cite>1.0</cite> for a parsed response matching the user-provided reference answer in per prompt references map. <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example,</span> <span class="pre">response)</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">response_str</span> <span class="pre">=</span> <span class="pre">response.get(&quot;parts&quot;,</span> <span class="pre">[])0</span> <span class="pre">references</span> <span class="pre">=</span> <span class="pre">example.get(&quot;references&quot;,</span> <span class="pre">{})</span> <span class="pre">if</span> <span class="pre">response_str</span> <span class="pre">==</span> <span class="pre">references.get(&quot;concise_answer&quot;):</span> <span class="pre">return</span> <span class="pre">1.0</span> <span class="pre">return</span> <span class="pre">-1.0</span> <span class="pre">`</span></code> Note: Reward output by the evaluate function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo.error_status">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">error_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleRpcStatus" title="genai.types.GoogleRpcStatus"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleRpcStatus</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'errorStatus')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo.error_status" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. In case of an error for this reward, this field will be populated with a detailed error status.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Validated by<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -166674,129 +227452,202 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo.reward">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo.reward" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The calculated reward for the reward function.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningCodeExecutionRewardScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorerDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.</p>
-<p>The function signature is as follows: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example:</span> <span class="pre">dict[str,</span>
-<span class="pre">Any],</span> <span class="pre">response:</span> <span class="pre">dict[str,</span> <span class="pre">Any])</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">...</span> <span class="pre">`</span></code> <cite>example</cite> is a
-ReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same
-as as one line in the training/validation dataset except that the keys must be
-in camel case). System instructions (i.e., <cite>example.get(“systemInstruction”)</cite>)
-and references (i.e., <cite>example.get(“references”)</cite>) are also included in the
-<cite>example</cite> provided that they are set in the training/validation dataset.
-<cite>response</cite> is a Content in ProtoJSON format (i.e., keys must be in camel
-case), which is the same as the Online Prediction response for Gemini models.
-Note: Reward output by the <cite>evaluate</cite> function is clipped to be within <cite>[-1,
-1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>. This data type is not
-supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningCodeExecutionRewardScorerDict.python_code_snippet">
-<span class="sig-name descname"><span class="pre">python_code_snippet</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningCodeExecutionRewardScorerDict.python_code_snippet" title="Link to this definition">¶</a></dt>
-<dd><p>Reward output by the evaluate function is clipped to be within <cite>[-1, 1]</cite>, i.e., <cite>reward = max(min(reward, 1.0), -1.0)</cite>.</p>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_requested_aux_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userRequestedAuxInfo')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a “user_requested_aux_info”. Refer to ReinforcementTuningCloudRunRewardScorer for more details.</p>
 <dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward <cite>1.0</cite> for a parsed response matching the user-provided reference answer in per prompt references map. <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">def</span> <span class="pre">evaluate(example,</span> <span class="pre">response)</span> <span class="pre">-&gt;</span> <span class="pre">float:</span> <span class="pre">response_str</span> <span class="pre">=</span> <span class="pre">response.get(&quot;parts&quot;,</span> <span class="pre">[])0</span> <span class="pre">references</span> <span class="pre">=</span> <span class="pre">example.get(&quot;references&quot;,</span> <span class="pre">{})</span> <span class="pre">if</span> <span class="pre">response_str</span> <span class="pre">==</span> <span class="pre">references.get(&quot;concise_answer&quot;):</span> <span class="pre">return</span> <span class="pre">1.0</span> <span class="pre">return</span> <span class="pre">-1.0</span> <span class="pre">`</span></code> Note</p>
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningRewardInfoDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The reward info for a reward function.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict.error_status">
+<span class="sig-name descname"><span class="pre">error_status</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleRpcStatusDict" title="genai.types.GoogleRpcStatusDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleRpcStatusDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict.error_status" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. In case of an error for this reward, this field will be populated with a detailed error status.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict.reward">
+<span class="sig-name descname"><span class="pre">reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict.reward" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The calculated reward for the reward function.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info">
+<span class="sig-name descname"><span class="pre">user_requested_aux_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a “user_requested_aux_info”. Refer to ReinforcementTuningCloudRunRewardScorer for more details.</p>
+</dd></dl>
+
+</dd></dl>
+
 <dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningExample</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningExample" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningSpec</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningSpec" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>User-facing format for Gemini Reinforcement Tuning examples on Vertex.</p>
+<p>Reinforcement tuning spec for tuning.</p>
 <p>Create a new model by parsing and validating input data from keyword arguments.</p>
 <p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.</p>
 <p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningSpec&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning spec for tuning.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningHyperParameters&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional hyper-parameters to use during tuning.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;singleRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward function configuration for reinforcement tuning.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -166808,68 +227659,35 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -166878,151 +227696,148 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -167032,76 +227847,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -167110,323 +227883,198 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -167436,13 +228084,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -167450,271 +228097,262 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
+<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
+<span class="w">                     </span><span class="p">],</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -167724,114 +228362,176 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Transcription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -167840,18 +228540,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -167861,23 +228561,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The end offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The frame rate of the video sent to the model. If not specified, the default value is 1.0. The valid range is (0.0, 24.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fps&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -167887,946 +228594,496 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The start offset of the video.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.contents" title="genai.types.ReinforcementTuningExample.contents"><code class="xref py py-obj docutils literal notranslate"><span class="pre">contents</span> <span class="pre">(list[genai.types.Content]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.references" title="genai.types.ReinforcementTuningExample.references"><code class="xref py py-obj docutils literal notranslate"><span class="pre">references</span> <span class="pre">(dict[str,</span> <span class="pre">str]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningExample.system_instruction" title="genai.types.ReinforcementTuningExample.system_instruction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">system_instruction</span> <span class="pre">(genai.types.Content</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.contents">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.contents" title="Link to this definition">¶</a></dt>
-<dd><p>Multi-turn contents that represents the Prompt.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.references">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">references</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.references" title="Link to this definition">¶</a></dt>
-<dd><p>References for the given prompt. The key is the name of the reference, and the value is the reference itself.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExample.system_instruction">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Content" title="genai.types.Content"><code class="xref py py-class docutils literal notranslate"><span class="pre">Content</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'systemInstruction')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExample.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Corresponds to system_instruction in user-facing GenerateContentRequest.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningExampleDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>User-facing format for Gemini Reinforcement Tuning examples on Vertex.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.contents">
-<span class="sig-name descname"><span class="pre">contents</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.contents" title="Link to this definition">¶</a></dt>
-<dd><p>Multi-turn contents that represents the Prompt.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.references">
-<span class="sig-name descname"><span class="pre">references</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.references" title="Link to this definition">¶</a></dt>
-<dd><p>References for the given prompt. The key is the name of the reference, and the value is the reference itself.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningExampleDict.system_instruction">
-<span class="sig-name descname"><span class="pre">system_instruction</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ContentDict" title="genai.types.ContentDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ContentDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningExampleDict.system_instruction" title="Link to this definition">¶</a></dt>
-<dd><p>Corresponds to system_instruction in user-facing GenerateContentRequest.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningHyperParameters</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Hyperparameters for Reinforcement Tuning.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Reinforcement Tuning.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of training epoches for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learning rate multiplier for Reinforcement Learning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for Reinforcement Tuning.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of different responses to generate per prompt during tuning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. `total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset`&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. ```total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset```&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate per prompt. Default to 32768.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stepcount&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.adapter_size" title="genai.types.ReinforcementTuningHyperParameters.adapter_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">adapter_size</span> <span class="pre">(genai.types.AdapterSize</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.batch_size" title="genai.types.ReinforcementTuningHyperParameters.batch_size"><code class="xref py py-obj docutils literal notranslate"><span class="pre">batch_size</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.checkpoint_interval" title="genai.types.ReinforcementTuningHyperParameters.checkpoint_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.epoch_count" title="genai.types.ReinforcementTuningHyperParameters.epoch_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.evaluate_interval" title="genai.types.ReinforcementTuningHyperParameters.evaluate_interval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">evaluate_interval</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier" title="genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier"><code class="xref py py-obj docutils literal notranslate"><span class="pre">learning_rate_multiplier</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.max_output_tokens" title="genai.types.ReinforcementTuningHyperParameters.max_output_tokens"><code class="xref py py-obj docutils literal notranslate"><span class="pre">max_output_tokens</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.samples_per_prompt" title="genai.types.ReinforcementTuningHyperParameters.samples_per_prompt"><code class="xref py py-obj docutils literal notranslate"><span class="pre">samples_per_prompt</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.step_count" title="genai.types.ReinforcementTuningHyperParameters.step_count"><code class="xref py py-obj docutils literal notranslate"><span class="pre">step_count</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.thinking_budget" title="genai.types.ReinforcementTuningHyperParameters.thinking_budget"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_budget</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters.thinking_level" title="genai.types.ReinforcementTuningHyperParameters.thinking_level"><code class="xref py py-obj docutils literal notranslate"><span class="pre">thinking_level</span> <span class="pre">(genai.types.ReinforcementTuningThinkingLevel</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.adapter_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'adapterSize')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Adapter size for Reinforcement Tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.batch_size">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'batchSize')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.batch_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.checkpoint_interval">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointInterval')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.checkpoint_interval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. <code class="docutils literal notranslate"><span class="pre">`total_steps</span> <span class="pre">=</span> <span class="pre">epoch_count</span> <span class="pre">*</span> <span class="pre">samples_per_prompt</span> <span class="pre">/</span> <span class="pre">total_prompts_in_dataset`</span></code></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.epoch_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'epochCount')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of training epoches for the tuning job.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.evaluate_interval">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'evaluateInterval')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.evaluate_interval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. <cite>total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'learningRateMultiplier')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Learning rate multiplier for Reinforcement Learning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.max_output_tokens">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'maxOutputTokens')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The maximum number of tokens to generate per prompt. Default to 32768.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.samples_per_prompt">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'samplesPerPrompt')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.samples_per_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of different responses to generate per prompt during tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.step_count">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stepCount')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.step_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.thinking_budget">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_budget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingBudget')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.thinking_budget" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParameters.thinking_level">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'thinkingLevel')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParameters.thinking_level" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningHyperParametersDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Hyperparameters for Reinforcement Tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.adapter_size">
-<span class="sig-name descname"><span class="pre">adapter_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.AdapterSize" title="genai.types.AdapterSize"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdapterSize</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.adapter_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Adapter size for Reinforcement Tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.batch_size">
-<span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.batch_size" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.checkpoint_interval">
-<span class="sig-name descname"><span class="pre">checkpoint_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.checkpoint_interval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. <code class="docutils literal notranslate"><span class="pre">`total_steps</span> <span class="pre">=</span> <span class="pre">epoch_count</span> <span class="pre">*</span> <span class="pre">samples_per_prompt</span> <span class="pre">/</span> <span class="pre">total_prompts_in_dataset`</span></code></p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.epoch_count">
-<span class="sig-name descname"><span class="pre">epoch_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.epoch_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of training epoches for the tuning job.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.evaluate_interval">
-<span class="sig-name descname"><span class="pre">evaluate_interval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.evaluate_interval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. <cite>total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset</cite></p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.learning_rate_multiplier">
-<span class="sig-name descname"><span class="pre">learning_rate_multiplier</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.learning_rate_multiplier" title="Link to this definition">¶</a></dt>
-<dd><p>Learning rate multiplier for Reinforcement Learning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.max_output_tokens">
-<span class="sig-name descname"><span class="pre">max_output_tokens</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.max_output_tokens" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The maximum number of tokens to generate per prompt. Default to 32768.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.samples_per_prompt">
-<span class="sig-name descname"><span class="pre">samples_per_prompt</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.samples_per_prompt" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of different responses to generate per prompt during tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.step_count">
-<span class="sig-name descname"><span class="pre">step_count</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.step_count" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.thinking_budget">
-<span class="sig-name descname"><span class="pre">thinking_budget</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.thinking_budget" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningHyperParametersDict.thinking_level">
-<span class="sig-name descname"><span class="pre">thinking_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningThinkingLevel" title="genai.types.ReinforcementTuningThinkingLevel"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningThinkingLevel</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningHyperParametersDict.thinking_level" title="Link to this definition">¶</a></dt>
-<dd><p>Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningParseResponseConfig</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Defines how to parse sample response config for reinforcement tuning.</p>
-<p>The parsed response (i.e., substring) will be passed to the reward functions.
-For example, the input prompt might be: &gt; “Perform step-by-step thoughts first
-to problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.” The sample
-response from the model under tuning might look like: &gt; “&lt;ans&gt;Yes&lt;/ans&gt;” Here,
-users can define the following parse config: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;parseType&quot;:</span>
-<span class="pre">&quot;REGEX_EXTRACT&quot;,</span> <span class="pre">&quot;regexExtractExpression&quot;:</span> <span class="pre">&quot;.*(.*?)&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> The resulting
-parsed response would be <cite>“Yes”</cite> and will be passed to the reward functions
-for evaluating rewards. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfig.parse_type" title="genai.types.ReinforcementTuningParseResponseConfig.parse_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parse_type</span> <span class="pre">(genai.types.ResponseParseType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression" title="genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">regex_extract_expression</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfig.parse_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parse_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseParseType" title="genai.types.ResponseParseType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseParseType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parseType')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfig.parse_type" title="Link to this definition">¶</a></dt>
-<dd><p>Defines the type for parsing sample response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">regex_extract_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'regexExtractExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression" title="Link to this definition">¶</a></dt>
-<dd><p>Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningParseResponseConfigDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Defines how to parse sample response config for reinforcement tuning.</p>
-<p>The parsed response (i.e., substring) will be passed to the reward functions.
-For example, the input prompt might be: &gt; “Perform step-by-step thoughts first
-to problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.” The sample
-response from the model under tuning might look like: &gt; “&lt;ans&gt;Yes&lt;/ans&gt;” Here,
-users can define the following parse config: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;parseType&quot;:</span>
-<span class="pre">&quot;REGEX_EXTRACT&quot;,</span> <span class="pre">&quot;regexExtractExpression&quot;:</span> <span class="pre">&quot;.*(.*?)&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code> The resulting
-parsed response would be <cite>“Yes”</cite> and will be passed to the reward functions
-for evaluating rewards. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfigDict.parse_type">
-<span class="sig-name descname"><span class="pre">parse_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ResponseParseType" title="genai.types.ResponseParseType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ResponseParseType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfigDict.parse_type" title="Link to this definition">¶</a></dt>
-<dd><p>Defines the type for parsing sample response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningParseResponseConfigDict.regex_extract_expression">
-<span class="sig-name descname"><span class="pre">regex_extract_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningParseResponseConfigDict.regex_extract_expression" title="Link to this definition">¶</a></dt>
-<dd><p>Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningRewardInfo</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The reward info for a reward function.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningRewardInfo&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The reward info for a reward function.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;reward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The calculated reward for the reward function.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reward&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;userRequestedAuxInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a \&quot;user_requested_aux_info\&quot;. Refer to ReinforcementTuningCloudRunRewardScorer for more details.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userrequestedauxinfo&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningRewardInfo.reward" title="genai.types.ReinforcementTuningRewardInfo.reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info" title="genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">user_requested_aux_info</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo.reward">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo.reward" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The calculated reward for the reward function.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">user_requested_aux_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'userRequestedAuxInfo')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a “user_requested_aux_info”. Refer to ReinforcementTuningCloudRunRewardScorer for more details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningRewardInfoDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The reward info for a reward function.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict.reward">
-<span class="sig-name descname"><span class="pre">reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict.reward" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The calculated reward for the reward function.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info">
-<span class="sig-name descname"><span class="pre">user_requested_aux_info</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a “user_requested_aux_info”. Refer to ReinforcementTuningCloudRunRewardScorer for more details.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningSpec</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningSpec" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Reinforcement tuning spec for tuning.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningSpec&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning spec for tuning.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;compositeRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfig&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Reinforcement Tuning.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of training epoches for the tuning job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learning rate multiplier for Reinforcement Learning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for Reinforcement Tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of different responses to generate per prompt during tuning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. `total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. ```total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate per prompt. Default to 32768.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stepcount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reward function configuration for reinforcement tuning.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;trainingDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Trainingdataseturi&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;validationDatasetUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Validationdataseturi&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;hyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningHyperParameters&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional hyper-parameters to use during tuning.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;singleRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward function configuration for reinforcement tuning.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;AdapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adapter size for tuning. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ADAPTER_SIZE_THIRTY_TWO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AdapterSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWO_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_TWO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_THREE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_THREE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_FIVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FIVE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_NINE_BY_SIXTEEN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_SIXTEEN_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_TWENTY_ONE_BY_NINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_EIGHT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_EIGHT_BY_ONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_ONE_BY_FOUR&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ASPECT_RATIO_FOUR_BY_ONE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AspectRatio&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for audio-specific output formatting.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;bitRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Bit rate in bits per second (bps). Only applicable for compressed formats (MP3, Opus).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Bitrate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -168834,31 +229091,176 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the audio output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sampleRate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sample rate for the generated audio in Hertz.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplerate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The audio transcription configuration in Setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -168871,34 +229273,192 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageAuto&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Auto-detection is now the default when language_codes is omitted. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LanguageHints&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use top-level language_codes instead. This field will be removed in a future version.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customVocabulary&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -168911,10 +229471,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of custom vocabulary phrases, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customvocabulary&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adaptationPhrases&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -168927,806 +229487,1451 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. A list of phrases used for speech adaptation, which biases the ASR model to improve recognition of these specific terms.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Adaptationphrases&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wordTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures word-level timestamp generation.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wordtimestamp&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;diarization&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configures speaker diarization.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Diarization&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configures transcription mode. Supported values: `VERBATIM`, `SMART`. If unspecified, defaults to `VERBATIM` transcription. In `SMART` mode, the model performs disfluency removal (eliminating filler words, repetitions, and false starts), light grammatical cleanup, automatic formatting (paragraphs, bullet points, numbered lists), and minor user edits (inline self-corrections). Timestamps and diarization are incompatible with mode `SMART`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VERBATIM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SMART&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;samplingCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Number of samples for each instance in the dataset.\n  If not specified, the default is 4. Minimum value is 1, maximum value\n  is 32.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplingcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;flipEnabled&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default is true. Whether to flip the candidate and baseline\n  responses. This is only applicable to the pairwise metric. If enabled, also\n  provide PairwiseMetricSpec.candidate_response_field_name and\n  PairwiseMetricSpec.baseline_response_field_name. When rendering\n  PairwiseMetricSpec.metric_prompt_template, the candidate and baseline\n  fields will be flipped for half of the samples to reduce bias.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Flipenabled&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The fully qualified name of the publisher model or tuned autorater\n  endpoint to use.\n\n  Publisher model format:\n  `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`\n\n  Tuned model endpoint format:\n  `projects/{project}/locations/{location}/endpoints/{endpoint}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoratermodel&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;generationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration options for model generation and outputs.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;weightedRewardConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of reward function configurations with weights.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weightedrewardconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Composite reinforcement tuning reward config weighted reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;rewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SingleReinforcementTuningRewardConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reward configuration.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;weight&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How much this single reward contributes to the total overall reward. Total reward is a linear combination of single rewards with their corresponding weights, i.e., ``` total_reward = ( weight_a * reward_a + weight_b * reward_b + ... ) / (weight_a + weight_b + ...) ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Weight&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CompositeReinforcementTuningRewardConfigWeightedRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery mode for the generated content.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;DELIVERY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INLINE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URI&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Delivery&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;FEATURE_SELECTION_PREFERENCE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FeatureSelectionPreference&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Generation config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ModelSelectionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for model selection.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output schema of the generated response. This is an alternative to\n      `response_schema` that accepts [JSON Schema](https://json-schema.org/).\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTimestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, audio timestamps will be included in the request to the model. This can be useful for synchronizing audio with other modalities in the response. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audiotimestamp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;candidateCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of candidate responses to generate. A higher `candidate_count` can provide more options to choose from, but it also consumes more resources. This can be useful for generating a variety of responses and selecting the best one.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Candidatecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableAffectiveDialog&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If enabled, the model will detect emotions and adapt its responses accordingly. For example, if the model detects that the user is frustrated, it may provide a more empathetic response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableaffectivedialog&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;frequencyPenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens based on their frequency in the generated text. A positive value helps to reduce the repetition of words and phrases. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Frequencypenalty&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;logprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of top log probabilities to return for each token. This can be used to see which other tokens were considered likely candidates for a given position. A higher value will return more options, but it will also increase the size of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Logprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate in the response. A token is approximately four characters. The default value varies by model. This parameter can be used to control the length of the generated text and prevent overly long responses.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The token resolution at which input media content is sampled. This is used to control the trade-off between the quality of the response and the number of tokens used to represent the media. A higher resolution allows the model to perceive more detail, which can lead to a more nuanced response, but it will also use more tokens. This does not affect the image dimensions sent to the model.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;presencePenalty&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Penalizes tokens that have already appeared in the generated text. A positive value encourages the model to generate more diverse and less repetitive text. Valid values can range from [-2.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Presencepenalty&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseLogprobs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If set to true, the log probabilities of the output tokens are returned. Log probabilities are the logarithm of the probability of a token appearing in the output. A higher log probability means the token is more likely to be generated. This can be useful for analyzing the model&#39;s confidence in its own output and for debugging.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responselogprobs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response. The model will generate output that conforms to this MIME type. Supported values include &#39;text/plain&#39; (default) and &#39;application/json&#39;. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. Deprecated: Use `response_format` instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseModalities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Modality&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The modalities of the response. The model will generate a response that includes all the specified modalities. For example, if this is set to `[TEXT, IMAGE]`, the response will include both text and an image.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsemodalities&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.composite_reward_config" title="genai.types.ReinforcementTuningSpec.composite_reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">composite_reward_config</span> <span class="pre">(genai.types.CompositeReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.hyper_parameters" title="genai.types.ReinforcementTuningSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.ReinforcementTuningHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.single_reward_config" title="genai.types.ReinforcementTuningSpec.single_reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">single_reward_config</span> <span class="pre">(genai.types.SingleReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.training_dataset_uri" title="genai.types.ReinforcementTuningSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.validation_dataset_uri" title="genai.types.ReinforcementTuningSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.composite_reward_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfig" title="genai.types.CompositeReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compositeRewardConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.composite_reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Composite reward function configuration for reinforcement tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.hyper_parameters">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters" title="genai.types.ReinforcementTuningHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Additional hyper-parameters to use during tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.single_reward_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">single_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfig" title="genai.types.SingleReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'singleRewardConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.single_reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Single reward function configuration for reinforcement tuning.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.training_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.validation_dataset_uri">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningSpecDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Reinforcement tuning spec for tuning.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.composite_reward_config">
+<span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigDict" title="genai.types.CompositeReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.composite_reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Composite reward function configuration for reinforcement tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.hyper_parameters">
+<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParametersDict" title="genai.types.ReinforcementTuningHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
+<dd><p>Additional hyper-parameters to use during tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.single_reward_config">
+<span class="sig-name descname"><span class="pre">single_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfigDict" title="genai.types.SingleReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.single_reward_config" title="Link to this definition">¶</a></dt>
+<dd><p>Single reward function configuration for reinforcement tuning.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.training_dataset_uri">
+<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.validation_dataset_uri">
+<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
+<dd><p>Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.</p>
+<p>For example, for math problems, users can use string match scorer to check if
+the correct exact answer is generated. Note: Reward returned by the string
+match reward function is clipped to be within <cite>[-1, 1]</cite> if wrongAnswerReward
+or correctAnswerReward are beyond the range, i.e., <cite>reward = max(min(reward,
+1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Lets you to specify a schema for the model&#39;s response, ensuring that the output conforms to a particular structure. This is useful for generating structured data such as JSON. The schema is a subset of the [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema) object. When this field is set, you must also set the `response_mime_type` to `application/json`. Deprecated: Use `response_format` instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Routing configuration. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A seed for the random number generator. By setting a seed, you can make the model&#39;s output mostly deterministic. For a given prompt and parameters (like temperature, top_p, etc.), the model will produce the same response every time. However, it&#39;s not a guaranteed absolute deterministic behavior. This is different from parameters like `temperature`, which control the *level* of randomness. `seed` ensures that the \&quot;random\&quot; choices the model makes are the same on every run, making it essential for testing and ensuring reproducible results.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Seed&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;speechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeechConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The speech generation config.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward" title="genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">correct_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression" title="genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">json_match_expression</span> <span class="pre">(genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression" title="genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_match_expression</span> <span class="pre">(genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward" title="genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">wrong_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'correctAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Correct answer rewawrd is returned if the parsed response is evaluated as <cite>true</cite>. All correct answers get the same reward.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">json_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpression</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'jsonMatchExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression" title="Link to this definition">¶</a></dt>
+<dd><p>Uses json match expression to evaluate parsed response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringMatchExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression" title="Link to this definition">¶</a></dt>
+<dd><p>Uses string match expression to evaluate parsed response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'wrongAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Wrong answer reward is returned if the parsed response is evaluated as <cite>false</cite>. All wrong answers get the same reward.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.</p>
+<p>For example, for math problems, users can use string match scorer to check if
+the correct exact answer is generated. Note: Reward returned by the string
+match reward function is clipped to be within <cite>[-1, 1]</cite> if wrongAnswerReward
+or correctAnswerReward are beyond the range, i.e., <cite>reward = max(min(reward,
+1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.correct_answer_reward">
+<span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.correct_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Correct answer rewawrd is returned if the parsed response is evaluated as <cite>true</cite>. All correct answers get the same reward.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.json_match_expression">
+<span class="sig-name descname"><span class="pre">json_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.json_match_expression" title="Link to this definition">¶</a></dt>
+<dd><p>Uses json match expression to evaluate parsed response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.string_match_expression">
+<span class="sig-name descname"><span class="pre">string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.string_match_expression" title="Link to this definition">¶</a></dt>
+<dd><p>Uses string match expression to evaluate parsed response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.wrong_answer_reward">
+<span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.wrong_answer_reward" title="Link to this definition">¶</a></dt>
+<dd><p>Wrong answer reward is returned if the parsed response is evaluated as <cite>false</cite>. All wrong answers get the same reward.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpression</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stopSequences&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A list of character sequences that will stop the model from generating further tokens. If a stop sequence is generated, the output will end at that point. This is useful for controlling the length and structure of the output. For example, you can use [\&quot;\n\&quot;, \&quot;###\&quot;] to stop generation at a new line or a specific marker.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stopsequences&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Controls the randomness of the output. A higher temperature results in more creative and diverse responses, while a lower temperature makes the output more predictable and focused. The valid range is (0.0, 2.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Temperature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">key_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">value_string_match_expression</span> <span class="pre">(genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'keyName')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name" title="Link to this definition">¶</a></dt>
+<dd><p>The key name to find the value in the parsed response that’s in JSON format. Only first-level key matching is supported.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">value_string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'valueStringMatchExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression" title="Link to this definition">¶</a></dt>
+<dd><p>String match expression to match against the extracted value from the JSON representation of the parsed response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.</p>
+<p>This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.key_name">
+<span class="sig-name descname"><span class="pre">key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.key_name" title="Link to this definition">¶</a></dt>
+<dd><p>The key name to find the value in the parsed response that’s in JSON format. Only first-level key matching is supported.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.value_string_match_expression">
+<span class="sig-name descname"><span class="pre">value_string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.value_string_match_expression" title="Link to this definition">¶</a></dt>
+<dd><p>String match expression to match against the extracted value from the JSON representation of the parsed response.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Evaluates parsed response using match type against the expression.</p>
+<p>Returns <cite>true</cite> if <cite>MatchOperation(target, expression)</cite> evaluates to <cite>true</cite>,
+and <cite>false</cite> otherwise. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expression</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">match_operation</span> <span class="pre">(genai.types.MatchOperation</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression" title="Link to this definition">¶</a></dt>
+<dd><p>A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of <cite>{key: value}</cite> whose <cite>value</cite> will be used to replace the placeholder {{references.key}} in the expression. For example, if the following <cite>references</cite> are defined in the training / validation dataset: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;systemInstruction&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_answer&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> and if users define the following StringMatchExpression: { “matchOperation”: “REGEX_CONTAINS”, “expression”: “.*{{references.concise_answer}}.*” } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;matchOperation&quot;:</span> <span class="pre">&quot;REGEX_CONTAINS&quot;,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;.*Yes.*&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">match_operation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MatchOperation" title="genai.types.MatchOperation"><code class="xref py py-class docutils literal notranslate"><span class="pre">MatchOperation</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'matchOperation')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation" title="Link to this definition">¶</a></dt>
+<dd><p>Match operation to use for evaluating rewards.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Evaluates parsed response using match type against the expression.</p>
+<p>Returns <cite>true</cite> if <cite>MatchOperation(target, expression)</cite> evaluates to <cite>true</cite>,
+and <cite>false</cite> otherwise. This data type is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.expression">
+<span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.expression" title="Link to this definition">¶</a></dt>
+<dd><p><code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;systemInstruction&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_answer&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> and if users define the following StringMatchExpression: { “matchOperation”: “REGEX_CONTAINS”, “expression”: “.*{{references.concise_answer}}.*” } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;matchOperation&quot;:</span> <span class="pre">&quot;REGEX_CONTAINS&quot;,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;.*Yes.*&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code></p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of <a href="#id77"><span class="problematic" id="id78">`</span></a>{key</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>value}` whose <cite>value</cite> will be used to replace the placeholder {{references.key}} in the expression. For example, if the following <cite>references</cite> are defined in the training / validation dataset</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.match_operation">
+<span class="sig-name descname"><span class="pre">match_operation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MatchOperation" title="genai.types.MatchOperation"><code class="xref py py-class docutils literal notranslate"><span class="pre">MatchOperation</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.match_operation" title="Link to this definition">¶</a></dt>
+<dd><p>Match operation to use for evaluating rewards.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningThinkingLevel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Represents how much to think for the tuning job.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel.HIGH">
+<span class="sig-name descname"><span class="pre">HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HIGH'</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel.HIGH" title="Link to this definition">¶</a></dt>
+<dd><p>High thinking level.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel.MINIMAL">
+<span class="sig-name descname"><span class="pre">MINIMAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MINIMAL'</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel.MINIMAL" title="Link to this definition">¶</a></dt>
+<dd><p>Little to no thinking.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel.REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel.REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified thinking level.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ReinforcementTuningUserDatasetExamples">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningUserDatasetExamples</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningUserDatasetExamples" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Sample reinforcement tuning user data in the training dataset.</p>
+<p>The contents are truncated for better UI showing. This data type is not
+supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for thinking features. An error will be returned if this field is set for models that don&#39;t support thinking.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the top-k sampling threshold. The model considers only the top k most probable tokens for the next token. This can be useful for generating more coherent and less random text. For example, a `top_k` of 40 means the model will choose the next word from the 40 most likely words.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topP&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the nucleus sampling threshold. The model considers only the smallest set of tokens whose cumulative probability is at least `top_p`. This helps generate more diverse and less repetitive responses. For example, a `top_p` of 0.9 means the model considers tokens until the cumulative probability of the tokens to select from reaches 0.9. It&#39;s recommended to adjust either temperature or `top_p`, but not both.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topp&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableEnhancedCivicAnswers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables enhanced civic answers. It may not be available for all models. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enableenhancedcivicanswers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseFormat&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. New response format field for the model to configure output formatting and delivery.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responseformat&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;translationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TranslationConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioTranscriptionConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Configuration for audio transcription (speech recognition).\n      &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for routing the request to a specific model.\n\nThis can be used to control which model is used for the generation, either\nautomatically or by specifying a model name. This data type is not supported\nin Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigAutoRoutingMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is selected automatically based on the content of the request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;manualMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GenerationConfigRoutingConfigManualRoutingMode&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;In this mode, the model is specified manually.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for automated routing.\n\nWhen automated routing is specified, the routing will be determined by the\npretrained routing model and customer provided model routing preference. This\ndata type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelRoutingPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                        </span><span class="s2">&quot;UNKNOWN&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_QUALITY&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;BALANCED&quot;</span><span class="p">,</span>
-<span class="w">                        </span><span class="s2">&quot;PRIORITIZE_COST&quot;</span>
-<span class="w">                     </span><span class="p">],</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The model routing preference.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelroutingpreference&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigAutoRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for manual routing.\n\nWhen manual routing is specified, the model will be selected based on the\nmodel name provided. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the model to use. Only public LLM models are accepted.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for image-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The aspect ratio for the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The size of the image output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The MIME type of the image output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FIVE_TWELVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_ONE_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_TWO_K&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE_SIZE_FOUR_K&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Language auto-detection is now the default when language_codes is omitted.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageAuto&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LanguageHints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated: Use AudioTranscriptionConfig.language_codes instead.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;languageCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. BCP-47 language codes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LanguageHints&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The media resolution to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Modality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server content modalities.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODALITY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;TEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUDIO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VIDEO&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modality&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ModelSelectionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for model selection.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;featureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FeatureSelectionPreference&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ModelSelectionConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a multi-speaker text-to-speech request.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speakerVoiceConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SpeakerVoiceConfig&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A list of configurations for the voices of the speakers. Exactly two speaker voice configurations must be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakervoiceconfigs&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MultiSpeakerVoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a prebuilt voice.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -169736,30 +230941,31 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the prebuilt voice to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicename&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PrebuiltVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Reinforcement tuning autorater scorer.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AutoraterConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config for evaluation.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -169769,80 +230975,115 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The prompt for an autorater to scorer the parsed sample response. This field supports the following placeholders that will be replaced before scoring: - {{prompt}} - {{response}} - {{system_instruction}} - {{references.key}} &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autoraterprompt&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;autoraterResponseParseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parses autorater returned response for scoring. For example, if the autorater response has reward stored in the `2.0` block, defining a parsing response config using regex `\&quot;.*(.*?)\&quot;` will return a score `\&quot;2.0\&quot;`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by directly converting parsed autorater response to a float reward. Note: Reward is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;exactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using string match reward scorer.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores autorater responses by using exact string match reward scorer.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed response string equals the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Assigns this reward score if the parsed reward value does not equal the expression.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -169852,307 +231093,336 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The string expression to match against for scoring. This field supports placeholders in the format of {{references.key}} that will be replaced before matching. Regex is not supported for this expression. For example, users can define an ExactMatchScorer as follows: { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;{{references.concise_answer}}\&quot; } When evaluating the reward for each parsed autorater response, if the prompt references in the training/validation dataset has the following fields: ``` { \&quot;example\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_ansser\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` The above ExactMatchScorer will be replaced as follows for scoring: ``` { \&quot;correctAnswerReward\&quot;: 1.0, \&quot;wrongAnswerReward\&quot;: -1.0, \&quot;expression\&quot;: \&quot;Yes\&quot; } ``` If the *parsed* autorater response is equal to the string `\&quot;Yes\&quot;`, then the reward is `1.0`, otherwise the reward is `-1.0`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerExactMatchScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores responses by directly converting the parsed autorater response to a float reward.\n\nNote: Reward is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningAutoraterScorerParsedResponseConversionScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer allows users to implement a reward function through GCP Cloud Run.\n\nComparing with ReinforcementTuningCodeExecutionRewardScorer that runs in a\nSandbox and has no internet access, Cloud Run reward scorer is fully\ncontrolled by users. The Cloud Run service should implement the following HTTP\nAPI: HTTP method: `POST` HTTP request body: ``` { \&quot;example\&quot;:\nReinforcementTuningExample, \&quot;response\&quot;: Content, \&quot;metadata\&quot;: { \&quot;step\&quot;: int\n\&quot;tuning_job_id\&quot;: int64 } } ``` * `example` is a ReinforcementTuningExample in\nProtoJSON format, (i.e., the format is the same as as one line in the\ntraining/validation dataset except that the keys must be in camel case).\nSystem instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`) and references\n(i.e., `example.get(\&quot;references\&quot;)`) are also included in the `example`\nprovided that they are set in the training/validation dataset. * `response` is\na Content in ProtoJSON format (i.e., keys must be in camel case), which is the\nsame as the Online Prediction response for Gemini models. HTTP response body:\n{ \&quot;reward\&quot;: float, \&quot;user_requested_aux_info\&quot;: str // Optional } where the\nfield \&quot;user_requested_aux_info\&quot; is any (optional) string provided by users for\nassisting debugging. It&#39;s in snake case. This field is mostly useful when\ncalling the GenAiTuningService.ValidateReinforcementTuningReward API, where\nthe proto field (not Cloud Run HTTP response body) userRequestedAuxInfo will\nbe populated if the Cloud Run reward function sets this field in the HTTP\nresponse. The following are examples for the HTTP request and response body.\nExample HTTP request body: ``` { \&quot;example\&quot;: { \&quot;contents\&quot;: [ { \&quot;role\&quot;: \&quot;user\&quot;,\n\&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;What is the capital of France?\&quot; } ] } ], \&quot;references\&quot;: {\n\&quot;answer\&quot;: \&quot;Paris\&quot; } }, \&quot;response\&quot;: { \&quot;parts\&quot;: [ { \&quot;text\&quot;: \&quot;London\&quot; } ] },\n\&quot;metadata\&quot;: { \&quot;step\&quot;: 1, \&quot;tuning_job_id\&quot;: 123456789 } } ``` Example HTTP\nresponse body: ``` { \&quot;reward\&quot;: -1.0 } ``` Note: Reward output by Cloud Run\nreward function is clipped to be within `[-1, 1]`, i.e., `reward =\nmax(min(reward, 1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI of the Cloud Run service that will be used to compute the reward. The [Vertex AI Secure Fine Tuning Service Agent](https://docs.cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent) (`service-@gcp-sa-vertex-tune.iam.gserviceaccount.com`) must be granted the permission (e.g. by granting `roles/run.invoker` in IAM) to invoke the Cloud Run service.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloudrunuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer allows users to implement a function to evaluate rewards for the sample response.\n\nThe function signature is as follows: ``` def evaluate(example: dict[str,\nAny], response: dict[str, Any]) -&gt; float: ... ``` `example` is a\nReinforcementTuningExample in ProtoJSON format, (i.e., the format is the same\nas as one line in the training/validation dataset except that the keys must be\nin camel case). System instructions (i.e., `example.get(\&quot;systemInstruction\&quot;)`)\nand references (i.e., `example.get(\&quot;references\&quot;)`) are also included in the\n`example` provided that they are set in the training/validation dataset.\n`response` is a Content in ProtoJSON format (i.e., keys must be in camel\ncase), which is the same as the Online Prediction response for Gemini models.\nNote: Reward output by the `evaluate` function is clipped to be within `[-1,\n1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;pythonCodeSnippet&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The python code snippet as a string for evaluating rewards. The following is an example python code snippet that returns a reward `1.0` for a parsed response matching the user-provided reference answer in per prompt references map. ``` def evaluate(example, response) -&gt; float: response_str = response.get(\&quot;parts\&quot;, [])0 references = example.get(\&quot;references\&quot;, {}) if response_str == references.get(\&quot;concise_answer\&quot;): return 1.0 return -1.0 ``` Note: Reward output by the evaluate function is clipped to be within `[-1, 1]`, i.e., `reward = max(min(reward, 1.0), -1.0)`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pythoncodesnippet&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Reinforcement Tuning.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;epochCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of training epoches for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epochcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;learningRateMultiplier&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learning rate multiplier for Reinforcement Learning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Learningratemultiplier&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;adapterSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AdapterSize&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Adapter size for Reinforcement Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;samplesPerPrompt&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of different responses to generate per prompt during tuning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Samplesperprompt&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;batchSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Batch size for the tuning job. How many prompts to process at a train step. If not set, the batch size will be determined automatically.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Batchsize&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;evaluateInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to evaluate the tuning job during training. If not set, evel will be run per epoch. `total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluateinterval&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;checkpointInterval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. How often at steps to save checkpoints during training. If not set, one checkpoint per epoch will be set. ```total_steps = epoch_count * samples_per_prompt / total_prompts_in_dataset```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointinterval&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxOutputTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The maximum number of tokens to generate per prompt. Default to 32768.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxoutputtokens&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the maximum thinking depth during tuning. Starting from Gemini 3.5 models, the old thinking_budget will no longer be supported and will result in a user error if set. Instead, users should use the thinking_level parameter to control the maximum thinking depth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The thinking budget for the tuning job to optimize for (Gemini 2.5 only). * -1 means dynamic thinking * 0 means no thinking * &gt; 0 means thinking budget in tokens If not set, default to -1 (dynamic thinking).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of steps for the tuning job (mutually exclusive with epoch_count).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stepcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningHyperParameters&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response config for reinforcement tuning.\n\nThe parsed response (i.e., substring) will be passed to the reward functions.\nFor example, the input prompt might be: &gt; \&quot;Perform step-by-step thoughts first\nto problem A, finally output answer in the &lt;ans&gt; &lt;/ans&gt; block.\&quot; The sample\nresponse from the model under tuning might look like: &gt; \&quot;&lt;ans&gt;Yes&lt;/ans&gt;\&quot; Here,\nusers can define the following parse config: ``` { \&quot;parseType\&quot;:\n\&quot;REGEX_EXTRACT\&quot;, \&quot;regexExtractExpression\&quot;: \&quot;.*(.*?)\&quot; } ``` The resulting\nparsed response would be `\&quot;Yes\&quot;` and will be passed to the reward functions\nfor evaluating rewards. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResponseParseType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;regexExtractExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Regexextractexpression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningParseResponseConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -170162,42 +231432,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -170207,28 +231458,25 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents how much to think for the tuning job.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningThinkingLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the replicated voice to use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -170238,13 +231486,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mimetype of the voice sample. The only currently supported\n      value is `audio/wav`. This represents 16-bit signed little-endian wav\n      data, with a 24kHz sampling rate.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceSampleAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -170252,13 +231499,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The sample of the custom voice.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Voicesampleaudio&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;consentAudio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -170266,112 +231512,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Recorded consent verifying ownership of the voice. This\n      represents 16-bit signed little-endian wav data, with a 24kHz sampling\n      rate.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Consentaudio&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConsentSignature&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature of a previously verified consent audio. This should be\n      populated with a signature generated by the server for a previous\n      request containing the consent_audio field. When provided, the\n      signature is verified instead of the consent_audio field to reduce\n      latency. Requests will fail if the signature is invalid or expired.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReplicatedVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for the model to configure output formatting and delivery.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AudioResponseFormat&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio output format.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TextResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;video&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoResponseFormat&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Video output format.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ResponseParseType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the type for parsing sample response.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;RESPONSE_PARSE_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;IDENTITY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_EXTRACT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -170379,10 +231597,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -170392,14 +231610,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -170408,20 +231626,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
-<span class="w">            </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -170432,179 +231660,178 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -170614,58 +231841,58 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -170675,644 +231902,448 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;autoraterScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningAutoraterScorer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Scores parsed responses for autorater use cases by using a model to compute the reward.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rewardName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A unique reward name for identifying each single reinforcement tuning reward.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rewardname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parseResponseConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningParseResponseConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines how to parse sample response. For example, given a sample response for evaluating the reward, users might want to extract the text only between `` and `` in the sample response, and keeps only the last one in case there are multiple such tags. To achieve such a purpose, they can define a regex `\&quot;.*(.*?)\&quot;` using the ReinforcementTuningParseResponseConfig.ResponseParseType.REGEX_EXTRACT parse type.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCodeExecutionRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCodeExecutionRewardScorer is used to score parsed responses for code execution use cases.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringMatchRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for simple string matching use cases against reference answers.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;cloudRunRewardScorer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningCloudRunRewardScorer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningCloudRunRewardScorer is used to score parsed responses by calling a Cloud Run service.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for a single speaker in a multi-speaker setup.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;speaker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the speaker. This should be the same as the speaker name used in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speaker&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The configuration for the voice of this speaker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeakerVoiceConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SpeechConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for speech generation and transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;voiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration in case of single-voice output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The language code (ISO 639-1) for the speech synthesis.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;multiSpeakerVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MultiSpeakerVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a multi-speaker text-to-speech request. This field is mutually exclusive with `voice_config`.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TextResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for text-specific output formatting.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The IANA standard MIME type of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The JSON schema that the output should conform to. Only applicable when mime_type is APPLICATION_JSON.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TextResponseFormat&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The thinking features configuration.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;includeThoughts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includethoughts&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingBudget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Indicates the thinking budget in tokens. 0 is DISABLED. -1 is AUTOMATIC. The default values and allowed ranges are model dependent.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thinkingbudget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ThinkingLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of thoughts tokens that the model should generate.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ThinkingLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The number of thoughts tokens that the model should generate.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;THINKING_LEVEL_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MINIMAL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HIGH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;TranslationConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VideoResponseFormat&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for video-specific output formatting.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;aspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AspectRatio&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the video output.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;delivery&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Delivery&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Delivery mode for the generated content.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;duration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The duration for the video output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Duration&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;gcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for the voice to use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;replicatedVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReplicatedVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a replicated voice, which is a clone of a\n      user&#39;s voice that can be used for speech synthesis. If this is unset, a\n      default voice is used.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;prebuiltVoiceConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PrebuiltVoiceConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The configuration for a prebuilt voice.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VoiceConsentSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature of the voice consent check.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;signature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The signature string.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Signature&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.composite_reward_config" title="genai.types.ReinforcementTuningSpec.composite_reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">composite_reward_config</span> <span class="pre">(genai.types.CompositeReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.hyper_parameters" title="genai.types.ReinforcementTuningSpec.hyper_parameters"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hyper_parameters</span> <span class="pre">(genai.types.ReinforcementTuningHyperParameters</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.single_reward_config" title="genai.types.ReinforcementTuningSpec.single_reward_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">single_reward_config</span> <span class="pre">(genai.types.SingleReinforcementTuningRewardConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.training_dataset_uri" title="genai.types.ReinforcementTuningSpec.training_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">training_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningSpec.validation_dataset_uri" title="genai.types.ReinforcementTuningSpec.validation_dataset_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">validation_dataset_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.composite_reward_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfig" title="genai.types.CompositeReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'compositeRewardConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.composite_reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Composite reward function configuration for reinforcement tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.hyper_parameters">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParameters" title="genai.types.ReinforcementTuningHyperParameters"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningHyperParameters</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'hyperParameters')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Additional hyper-parameters to use during tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.single_reward_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">single_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfig" title="genai.types.SingleReinforcementTuningRewardConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'singleRewardConfig')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.single_reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Single reward function configuration for reinforcement tuning.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.training_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'trainingDatasetUri')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpec.validation_dataset_uri">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'validationDatasetUri')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpec.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningSpecDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Reinforcement tuning spec for tuning.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.composite_reward_config">
-<span class="sig-name descname"><span class="pre">composite_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.CompositeReinforcementTuningRewardConfigDict" title="genai.types.CompositeReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">CompositeReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.composite_reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Composite reward function configuration for reinforcement tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.hyper_parameters">
-<span class="sig-name descname"><span class="pre">hyper_parameters</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningHyperParametersDict" title="genai.types.ReinforcementTuningHyperParametersDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningHyperParametersDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.hyper_parameters" title="Link to this definition">¶</a></dt>
-<dd><p>Additional hyper-parameters to use during tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.single_reward_config">
-<span class="sig-name descname"><span class="pre">single_reward_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.SingleReinforcementTuningRewardConfigDict" title="genai.types.SingleReinforcementTuningRewardConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">SingleReinforcementTuningRewardConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.single_reward_config" title="Link to this definition">¶</a></dt>
-<dd><p>Single reward function configuration for reinforcement tuning.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.training_dataset_uri">
-<span class="sig-name descname"><span class="pre">training_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.training_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningSpecDict.validation_dataset_uri">
-<span class="sig-name descname"><span class="pre">validation_dataset_uri</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningSpecDict.validation_dataset_uri" title="Link to this definition">¶</a></dt>
-<dd><p>Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorer</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.</p>
-<p>For example, for math problems, users can use string match scorer to check if
-the correct exact answer is generated. Note: Reward returned by the string
-match reward function is clipped to be within <cite>[-1, 1]</cite> if wrongAnswerReward
-or correctAnswerReward are beyond the range, i.e., <cite>reward = max(min(reward,
-1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.\n\nFor example, for math problems, users can use string match scorer to check if\nthe correct exact answer is generated. Note: Reward returned by the string\nmatch reward function is clipped to be within `[-1, 1]` if wrongAnswerReward\nor correctAnswerReward are beyond the range, i.e., `reward = max(min(reward,\n1.0), -1.0)`. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;wrongAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wrong answer reward is returned if the parsed response is evaluated as `false`. All wrong answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wronganswerreward&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;correctAnswerReward&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correct answer rewawrd is returned if the parsed response is evaluated as `true`. All correct answers get the same reward.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Correctanswerreward&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;stringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses string match expression to evaluate parsed response.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;jsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Uses json match expression to evaluate parsed response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -171322,44 +232353,26 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -171367,572 +232380,150 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward" title="genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">correct_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression" title="genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">json_match_expression</span> <span class="pre">(genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression" title="genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">string_match_expression</span> <span class="pre">(genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward" title="genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward"><code class="xref py py-obj docutils literal notranslate"><span class="pre">wrong_answer_reward</span> <span class="pre">(float</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'correctAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Correct answer rewawrd is returned if the parsed response is evaluated as <cite>true</cite>. All correct answers get the same reward.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">json_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpression</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'jsonMatchExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression" title="Link to this definition">¶</a></dt>
-<dd><p>Uses json match expression to evaluate parsed response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'stringMatchExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression" title="Link to this definition">¶</a></dt>
-<dd><p>Uses string match expression to evaluate parsed response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'wrongAnswerReward')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Wrong answer reward is returned if the parsed response is evaluated as <cite>false</cite>. All wrong answers get the same reward.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>ReinforcementTuningStringMatchRewardScorer is used to score parsed responses for string matching use cases.</p>
-<p>For example, for math problems, users can use string match scorer to check if
-the correct exact answer is generated. Note: Reward returned by the string
-match reward function is clipped to be within <cite>[-1, 1]</cite> if wrongAnswerReward
-or correctAnswerReward are beyond the range, i.e., <cite>reward = max(min(reward,
-1.0), -1.0)</cite>. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.correct_answer_reward">
-<span class="sig-name descname"><span class="pre">correct_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.correct_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Correct answer rewawrd is returned if the parsed response is evaluated as <cite>true</cite>. All correct answers get the same reward.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.json_match_expression">
-<span class="sig-name descname"><span class="pre">json_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.json_match_expression" title="Link to this definition">¶</a></dt>
-<dd><p>Uses json match expression to evaluate parsed response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.string_match_expression">
-<span class="sig-name descname"><span class="pre">string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.string_match_expression" title="Link to this definition">¶</a></dt>
-<dd><p>Uses string match expression to evaluate parsed response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerDict.wrong_answer_reward">
-<span class="sig-name descname"><span class="pre">wrong_answer_reward</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerDict.wrong_answer_reward" title="Link to this definition">¶</a></dt>
-<dd><p>Wrong answer reward is returned if the parsed response is evaluated as <cite>false</cite>. All wrong answers get the same reward.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpression</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerJsonMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;keyName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The key name to find the value in the parsed response that&#39;s in JSON format. Only first-level key matching is supported.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Keyname&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;valueStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;String match expression to match against the extracted value from the JSON representation of the parsed response.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">key_name</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression" title="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">value_string_match_expression</span> <span class="pre">(genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'keyName')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name" title="Link to this definition">¶</a></dt>
-<dd><p>The key name to find the value in the parsed response that’s in JSON format. Only first-level key matching is supported.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">value_string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'valueStringMatchExpression')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression" title="Link to this definition">¶</a></dt>
-<dd><p>String match expression to match against the extracted value from the JSON representation of the parsed response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>JsonMatchExpression supports converting the parsed responses to JSON format, finding the value in the JSON response that matches the key_name in the first level, and performing StringMatchExpression operation on the matched JSON value.</p>
-<p>This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.key_name">
-<span class="sig-name descname"><span class="pre">key_name</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.key_name" title="Link to this definition">¶</a></dt>
-<dd><p>The key name to find the value in the parsed response that’s in JSON format. Only first-level key matching is supported.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.value_string_match_expression">
-<span class="sig-name descname"><span class="pre">value_string_match_expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.value_string_match_expression" title="Link to this definition">¶</a></dt>
-<dd><p>String match expression to match against the extracted value from the JSON representation of the parsed response.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpression</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Evaluates parsed response using match type against the expression.</p>
-<p>Returns <cite>true</cite> if <cite>MatchOperation(target, expression)</cite> evaluates to <cite>true</cite>,
-and <cite>false</cite> otherwise. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningStringMatchRewardScorerStringMatchExpression&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluates parsed response using match type against the expression.\n\nReturns `true` if `MatchOperation(target, expression)` evaluates to `true`,\nand `false` otherwise. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;matchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MatchOperation&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;expression&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of `{key: value}` whose `value` will be used to replace the placeholder {{references.key}} in the expression. For example, if the following `references` are defined in the training / validation dataset: ``` { \&quot;systemInstruction\&quot;: ..., \&quot;contents\&quot;: ..., \&quot;references\&quot;: { \&quot;concise_answer\&quot;: \&quot;Yes\&quot;, \&quot;verbose_answer\&quot;: \&quot;The answer is Yes\&quot; } } ``` and if users define the following StringMatchExpression: { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*{{references.concise_answer}}.*\&quot; } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: ``` { \&quot;matchOperation\&quot;: \&quot;REGEX_CONTAINS\&quot;, \&quot;expression\&quot;: \&quot;.*Yes.*\&quot; } ```&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expression&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;MatchOperation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Match operation to use for evaluating rewards.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MATCH_OPERATION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;REGEX_CONTAINS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PARTIAL_MATCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;EXACT_MATCH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression"><code class="xref py py-obj docutils literal notranslate"><span class="pre">expression</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation" title="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">match_operation</span> <span class="pre">(genai.types.MatchOperation</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression" title="Link to this definition">¶</a></dt>
-<dd><p>A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of <cite>{key: value}</cite> whose <cite>value</cite> will be used to replace the placeholder {{references.key}} in the expression. For example, if the following <cite>references</cite> are defined in the training / validation dataset: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;systemInstruction&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_answer&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> and if users define the following StringMatchExpression: { “matchOperation”: “REGEX_CONTAINS”, “expression”: “.*{{references.concise_answer}}.*” } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;matchOperation&quot;:</span> <span class="pre">&quot;REGEX_CONTAINS&quot;,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;.*Yes.*&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">match_operation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MatchOperation" title="genai.types.MatchOperation"><code class="xref py py-class docutils literal notranslate"><span class="pre">MatchOperation</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'matchOperation')</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation" title="Link to this definition">¶</a></dt>
-<dd><p>Match operation to use for evaluating rewards.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Evaluates parsed response using match type against the expression.</p>
-<p>Returns <cite>true</cite> if <cite>MatchOperation(target, expression)</cite> evaluates to <cite>true</cite>,
-and <cite>false</cite> otherwise. This data type is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.expression">
-<span class="sig-name descname"><span class="pre">expression</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.expression" title="Link to this definition">¶</a></dt>
-<dd><p><code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;systemInstruction&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;contents&quot;:</span> <span class="pre">...,</span> <span class="pre">&quot;references&quot;:</span> <span class="pre">{</span> <span class="pre">&quot;concise_answer&quot;:</span> <span class="pre">&quot;Yes&quot;,</span> <span class="pre">&quot;verbose_answer&quot;:</span> <span class="pre">&quot;The</span> <span class="pre">answer</span> <span class="pre">is</span> <span class="pre">Yes&quot;</span> <span class="pre">}</span> <span class="pre">}</span> <span class="pre">`</span></code> and if users define the following StringMatchExpression: { “matchOperation”: “REGEX_CONTAINS”, “expression”: “.*{{references.concise_answer}}.*” } On evaluating the reward for each sample response, this StringMatchExpression will be substituted as: <code class="docutils literal notranslate"><span class="pre">`</span> <span class="pre">{</span> <span class="pre">&quot;matchOperation&quot;:</span> <span class="pre">&quot;REGEX_CONTAINS&quot;,</span> <span class="pre">&quot;expression&quot;:</span> <span class="pre">&quot;.*Yes.*&quot;</span> <span class="pre">}</span> <span class="pre">`</span></code></p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>A string or a regular expression to match against for evaluating rewards. Users can also provide a references map of <a href="#id76"><span class="problematic" id="id77">`</span></a>{key</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>value}` whose <cite>value</cite> will be used to replace the placeholder {{references.key}} in the expression. For example, if the following <cite>references</cite> are defined in the training / validation dataset</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.match_operation">
-<span class="sig-name descname"><span class="pre">match_operation</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.MatchOperation" title="genai.types.MatchOperation"><code class="xref py py-class docutils literal notranslate"><span class="pre">MatchOperation</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.match_operation" title="Link to this definition">¶</a></dt>
-<dd><p>Match operation to use for evaluating rewards.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningThinkingLevel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Represents how much to think for the tuning job.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel.HIGH">
-<span class="sig-name descname"><span class="pre">HIGH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'HIGH'</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel.HIGH" title="Link to this definition">¶</a></dt>
-<dd><p>High thinking level.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel.MINIMAL">
-<span class="sig-name descname"><span class="pre">MINIMAL</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MINIMAL'</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel.MINIMAL" title="Link to this definition">¶</a></dt>
-<dd><p>Little to no thinking.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningThinkingLevel.REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ReinforcementTuningThinkingLevel.REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified thinking level.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ReinforcementTuningUserDatasetExamples">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ReinforcementTuningUserDatasetExamples</span></span><a class="headerlink" href="#genai.types.ReinforcementTuningUserDatasetExamples" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Sample reinforcement tuning user data in the training dataset.</p>
-<p>The contents are truncated for better UI showing. This data type is not
-supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -171942,20 +232533,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -171963,22 +232547,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -171988,65 +232573,102 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -172056,103 +232678,143 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -172161,119 +232823,161 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -172283,10 +232987,37 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -172296,342 +233027,334 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -172641,10 +233364,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -172654,13 +233377,12 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -172668,61 +233390,106 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -172731,39 +233498,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -172813,6 +233616,109 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
@@ -172950,6 +233856,266 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
@@ -172997,6 +234163,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
@@ -174476,6 +235649,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
@@ -178663,11 +239849,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SegmentImageConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for segmenting an image.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -178751,6 +239946,250 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SegmentMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that represents the segmentation mode.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -179936,7 +241375,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -180454,7 +241893,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -181813,6 +243252,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
@@ -184192,7 +245644,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -184355,7 +245807,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -187642,201 +249094,1380 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -187846,18 +250477,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -187867,66 +250498,117 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -187936,166 +250618,219 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -188105,67 +250840,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -188178,184 +250888,158 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -188365,30 +251049,32 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -188398,55 +251084,84 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -188455,23 +251170,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -188481,18 +251196,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -188502,101 +251209,122 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -188606,100 +251334,532 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Tool.code_execution" title="genai.types.Tool.code_execution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_execution</span> <span class="pre">(genai.types.ToolCodeExecution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.computer_use" title="genai.types.Tool.computer_use"><code class="xref py py-obj docutils literal notranslate"><span class="pre">computer_use</span> <span class="pre">(genai.types.ComputerUse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.enterprise_web_search" title="genai.types.Tool.enterprise_web_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enterprise_web_search</span> <span class="pre">(genai.types.EnterpriseWebSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.exa_ai_search" title="genai.types.Tool.exa_ai_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exa_ai_search</span> <span class="pre">(genai.types.ToolExaAiSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.file_search" title="genai.types.Tool.file_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search</span> <span class="pre">(genai.types.FileSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.function_declarations" title="genai.types.Tool.function_declarations"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_declarations</span> <span class="pre">(list[genai.types.FunctionDeclaration]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.google_maps" title="genai.types.Tool.google_maps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_maps</span> <span class="pre">(genai.types.GoogleMaps</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.google_search" title="genai.types.Tool.google_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_search</span> <span class="pre">(genai.types.GoogleSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.google_search_retrieval" title="genai.types.Tool.google_search_retrieval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_search_retrieval</span> <span class="pre">(genai.types.GoogleSearchRetrieval</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.mcp_servers" title="genai.types.Tool.mcp_servers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mcp_servers</span> <span class="pre">(list[genai.types.McpServer]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.parallel_ai_search" title="genai.types.Tool.parallel_ai_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parallel_ai_search</span> <span class="pre">(genai.types.ToolParallelAiSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.retrieval" title="genai.types.Tool.retrieval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval</span> <span class="pre">(genai.types.Retrieval</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Tool.url_context" title="genai.types.Tool.url_context"><code class="xref py py-obj docutils literal notranslate"><span class="pre">url_context</span> <span class="pre">(genai.types.UrlContext</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.code_execution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCodeExecution" title="genai.types.ToolCodeExecution"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCodeExecution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'codeExecution')</span></em><a class="headerlink" href="#genai.types.Tool.code_execution" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. CodeExecution tool type. Enables the model to execute code as part of generation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.computer_use">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">computer_use</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputerUse" title="genai.types.ComputerUse"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerUse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'computerUse')</span></em><a class="headerlink" href="#genai.types.Tool.computer_use" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.enterprise_web_search">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enterprise_web_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EnterpriseWebSearch" title="genai.types.EnterpriseWebSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">EnterpriseWebSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enterpriseWebSearch')</span></em><a class="headerlink" href="#genai.types.Tool.enterprise_web_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.exa_ai_search">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exa_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolExaAiSearch" title="genai.types.ToolExaAiSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolExaAiSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exaAiSearch')</span></em><a class="headerlink" href="#genai.types.Tool.exa_ai_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.file_search">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearch" title="genai.types.FileSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearch')</span></em><a class="headerlink" href="#genai.types.Tool.file_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.function_declarations">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_declarations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionDeclaration" title="genai.types.FunctionDeclaration"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclaration</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionDeclarations')</span></em><a class="headerlink" href="#genai.types.Tool.function_declarations" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.google_maps">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMaps" title="genai.types.GoogleMaps"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMaps</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleMaps')</span></em><a class="headerlink" href="#genai.types.Tool.google_maps" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool that allows grounding the model’s response with
+geospatial context related to the user’s query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.google_search">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearch" title="genai.types.GoogleSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleSearch')</span></em><a class="headerlink" href="#genai.types.Tool.google_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.google_search_retrieval">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_search_retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearchRetrieval" title="genai.types.GoogleSearchRetrieval"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearchRetrieval</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleSearchRetrieval')</span></em><a class="headerlink" href="#genai.types.Tool.google_search_retrieval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specialized retrieval tool that is powered by Google Search.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.mcp_servers">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mcp_servers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.McpServer" title="genai.types.McpServer"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpServer</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mcpServers')</span></em><a class="headerlink" href="#genai.types.Tool.mcp_servers" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. MCP Servers to connect to. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.parallel_ai_search">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parallel_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolParallelAiSearch" title="genai.types.ToolParallelAiSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolParallelAiSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parallelAiSearch')</span></em><a class="headerlink" href="#genai.types.Tool.parallel_ai_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.retrieval">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Retrieval" title="genai.types.Retrieval"><code class="xref py py-class docutils literal notranslate"><span class="pre">Retrieval</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Tool.retrieval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Tool.url_context">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContext" title="genai.types.UrlContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContext</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'urlContext')</span></em><a class="headerlink" href="#genai.types.Tool.url_context" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool to support URL context retrieval.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ToolCall">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCall</span></span><a class="headerlink" href="#genai.types.ToolCall" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A predicted server-side <cite>ToolCall</cite> returned from the model.</p>
+<p>This message contains information about a tool that the model wants to invoke.
+The client is NOT expected to execute this <cite>ToolCall</cite>. Instead, the
+client should pass this <cite>ToolCall</cite> back to the API in a subsequent turn
+within a <cite>Content</cite> message, along with the corresponding <cite>ToolResponse</cite>.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ToolCall.args" title="genai.types.ToolCall.args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolCall.id" title="genai.types.ToolCall.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolCall.tool_type" title="genai.types.ToolCall.tool_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_type</span> <span class="pre">(genai.types.ToolType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolCall.args">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolCall.args" title="Link to this definition">¶</a></dt>
+<dd><p>The tool call arguments. Example: {“arg1”: “value1”, “arg2”: “value2”}.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolCall.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolCall.id" title="Link to this definition">¶</a></dt>
+<dd><p>Unique identifier of the tool call. The server returns the tool response with the matching <cite>id</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolCall.tool_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolType')</span></em><a class="headerlink" href="#genai.types.ToolCall.tool_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of tool that was called.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolCallDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCallDict</span></span><a class="headerlink" href="#genai.types.ToolCallDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A predicted server-side <cite>ToolCall</cite> returned from the model.</p>
+<p>This message contains information about a tool that the model wants to invoke.
+The client is NOT expected to execute this <cite>ToolCall</cite>. Instead, the
+client should pass this <cite>ToolCall</cite> back to the API in a subsequent turn
+within a <cite>Content</cite> message, along with the corresponding <cite>ToolResponse</cite>.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolCallDict.args">
+<span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolCallDict.args" title="Link to this definition">¶</a></dt>
+<dd><p>“value1”, “arg2”: “value2”}.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The tool call arguments. Example</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>{“arg1”</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolCallDict.id">
+<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolCallDict.id" title="Link to this definition">¶</a></dt>
+<dd><p>Unique identifier of the tool call. The server returns the tool response with the matching <cite>id</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolCallDict.tool_type">
+<span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolCallDict.tool_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of tool that was called.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ToolCodeExecution">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCodeExecution</span></span><a class="headerlink" href="#genai.types.ToolCodeExecution" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tool that executes code generated by the model, and automatically returns the result to the model.</p>
+<p>See also ExecutableCode and CodeExecutionResult, which are input and output to
+this tool. This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Validators<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolCodeExecutionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCodeExecutionDict</span></span><a class="headerlink" href="#genai.types.ToolCodeExecutionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool that executes code generated by the model, and automatically returns the result to the model.</p>
+<p>See also ExecutableCode and CodeExecutionResult, which are input and output to
+this tool. This data type is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ToolConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolConfig</span></span><a class="headerlink" href="#genai.types.ToolConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Tool config.</p>
+<p>This config is shared for all tools provided in the request.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -188712,310 +251872,955 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 6. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ToolConfig.function_calling_config" title="genai.types.ToolConfig.function_calling_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_calling_config</span> <span class="pre">(genai.types.FunctionCallingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolConfig.include_server_side_tool_invocations" title="genai.types.ToolConfig.include_server_side_tool_invocations"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_server_side_tool_invocations</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolConfig.retrieval_config" title="genai.types.ToolConfig.retrieval_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval_config</span> <span class="pre">(genai.types.RetrievalConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolConfig.function_calling_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_calling_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfig" title="genai.types.FunctionCallingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionCallingConfig')</span></em><a class="headerlink" href="#genai.types.ToolConfig.function_calling_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function calling config.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolConfig.include_server_side_tool_invocations">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_server_side_tool_invocations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeServerSideToolInvocations')</span></em><a class="headerlink" href="#genai.types.ToolConfig.include_server_side_tool_invocations" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If true, the API response will include the server-side tool calls and responses within the <cite>Content</cite> message. This allows clients to observe the server’s tool interactions. This field is not supported in Vertex AI.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolConfig.retrieval_config">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalConfig" title="genai.types.RetrievalConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievalConfig')</span></em><a class="headerlink" href="#genai.types.ToolConfig.retrieval_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Retrieval config.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolConfigDict</span></span><a class="headerlink" href="#genai.types.ToolConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool config.</p>
+<p>This config is shared for all tools provided in the request.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolConfigDict.function_calling_config">
+<span class="sig-name descname"><span class="pre">function_calling_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfigDict" title="genai.types.FunctionCallingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolConfigDict.function_calling_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function calling config.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolConfigDict.include_server_side_tool_invocations">
+<span class="sig-name descname"><span class="pre">include_server_side_tool_invocations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolConfigDict.include_server_side_tool_invocations" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If true, the API response will include the server-side tool calls and responses within the <cite>Content</cite> message. This allows clients to observe the server’s tool interactions. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolConfigDict.retrieval_config">
+<span class="sig-name descname"><span class="pre">retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalConfigDict" title="genai.types.RetrievalConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolConfigDict.retrieval_config" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Retrieval config.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolDict</span></span><a class="headerlink" href="#genai.types.ToolDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Tool details of a tool that the model may use to generate a response.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.code_execution">
+<span class="sig-name descname"><span class="pre">code_execution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCodeExecutionDict" title="genai.types.ToolCodeExecutionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCodeExecutionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.code_execution" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. CodeExecution tool type. Enables the model to execute code as part of generation.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.computer_use">
+<span class="sig-name descname"><span class="pre">computer_use</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputerUseDict" title="genai.types.ComputerUseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerUseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.computer_use" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.enterprise_web_search">
+<span class="sig-name descname"><span class="pre">enterprise_web_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EnterpriseWebSearchDict" title="genai.types.EnterpriseWebSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EnterpriseWebSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.enterprise_web_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.exa_ai_search">
+<span class="sig-name descname"><span class="pre">exa_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolExaAiSearchDict" title="genai.types.ToolExaAiSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolExaAiSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.exa_ai_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.file_search">
+<span class="sig-name descname"><span class="pre">file_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearchDict" title="genai.types.FileSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.file_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.function_declarations">
+<span class="sig-name descname"><span class="pre">function_declarations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionDeclarationDict" title="genai.types.FunctionDeclarationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclarationDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolDict.function_declarations" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.google_maps">
+<span class="sig-name descname"><span class="pre">google_maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsDict" title="genai.types.GoogleMapsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.google_maps" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool that allows grounding the model’s response with
+geospatial context related to the user’s query.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.google_search">
+<span class="sig-name descname"><span class="pre">google_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearchDict" title="genai.types.GoogleSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.google_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.google_search_retrieval">
+<span class="sig-name descname"><span class="pre">google_search_retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearchRetrievalDict" title="genai.types.GoogleSearchRetrievalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearchRetrievalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.google_search_retrieval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Specialized retrieval tool that is powered by Google Search.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.mcp_servers">
+<span class="sig-name descname"><span class="pre">mcp_servers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.McpServerDict" title="genai.types.McpServerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpServerDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolDict.mcp_servers" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. MCP Servers to connect to. This field is not supported in Vertex AI.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.parallel_ai_search">
+<span class="sig-name descname"><span class="pre">parallel_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolParallelAiSearchDict" title="genai.types.ToolParallelAiSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolParallelAiSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.parallel_ai_search" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.retrieval">
+<span class="sig-name descname"><span class="pre">retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalDict" title="genai.types.RetrievalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.retrieval" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolDict.url_context">
+<span class="sig-name descname"><span class="pre">url_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextDict" title="genai.types.UrlContextDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.url_context" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Tool to support URL context retrieval.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ToolExaAiSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolExaAiSearch</span></span><a class="headerlink" href="#genai.types.ToolExaAiSearch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>ExaAiSearch tool type.</p>
+<p>A tool that uses the Exa.ai search engine for grounding. This data type is not
+supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">      </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ToolExaAiSearch.api_key" title="genai.types.ToolExaAiSearch.api_key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolExaAiSearch.custom_configs" title="genai.types.ToolExaAiSearch.custom_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_configs</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolExaAiSearch.api_key">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiKey')</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearch.api_key" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The API key for ExaAiSearch.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolExaAiSearch.custom_configs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customConfigs')</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearch.custom_configs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. This field can be used to pass any parameter from the Exa.ai Search API.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolExaAiSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolExaAiSearchDict</span></span><a class="headerlink" href="#genai.types.ToolExaAiSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>ExaAiSearch tool type.</p>
+<p>A tool that uses the Exa.ai search engine for grounding. This data type is not
+supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolExaAiSearchDict.api_key">
+<span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearchDict.api_key" title="Link to this definition">¶</a></dt>
+<dd><p>Required. The API key for ExaAiSearch.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolExaAiSearchDict.custom_configs">
+<span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearchDict.custom_configs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. This field can be used to pass any parameter from the Exa.ai Search API.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolParallelAiSearch</span></span><a class="headerlink" href="#genai.types.ToolParallelAiSearch" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>ParallelAiSearch tool type.</p>
+<p>A tool that uses the Parallel.ai search engine for grounding. This data type
+is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">      </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.api_key" title="genai.types.ToolParallelAiSearch.api_key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.custom_configs" title="genai.types.ToolParallelAiSearch.custom_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_configs</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.enable_data_retention" title="genai.types.ToolParallelAiSearch.enable_data_retention"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_data_retention</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.enable_zero_data_retention" title="genai.types.ToolParallelAiSearch.enable_zero_data_retention"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_zero_data_retention</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.api_key">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiKey')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.api_key" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See <a class="reference external" href="https://docs.parallel.ai/search/search-quickstart">https://docs.parallel.ai/search/search-quickstart</a> for more details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.custom_configs">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customConfigs')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.custom_configs" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: <a class="reference external" href="https://docs.parallel.ai/api-reference/search-beta/search">https://docs.parallel.ai/api-reference/search-beta/search</a> Currently only <cite>source_policy</cite>, <cite>excerpts</cite>, <cite>max_results</cite>, <cite>mode</cite>, <cite>fetch_policy</cite> can be set via this field. For example: { “source_policy”: { “include_domains”: [“google.com”, “wikipedia.org”], “exclude_domains”: [“example.com”] }, “fetch_policy”: { “max_age_seconds”: 3600 } }</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.enable_data_retention">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableDataRetention')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.enable_data_retention" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Deprecated: Use <cite>enable_zero_data_retention</cite> instead. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.enable_zero_data_retention">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_zero_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableZeroDataRetention')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.enable_zero_data_retention" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolParallelAiSearchDict</span></span><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>ParallelAiSearch tool type.</p>
+<p>A tool that uses the Parallel.ai search engine for grounding. This data type
+is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.api_key">
+<span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.api_key" title="Link to this definition">¶</a></dt>
+<dd><p>//docs.parallel.ai/search/search-quickstart for more details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.custom_configs">
+<span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.custom_configs" title="Link to this definition">¶</a></dt>
+<dd><p>//docs.parallel.ai/api-reference/search-beta/search Currently only <cite>source_policy</cite>, <cite>excerpts</cite>, <cite>max_results</cite>, <cite>mode</cite>, <cite>fetch_policy</cite> can be set via this field. For example: { “source_policy”: { “include_domains”: [“google.com”, “wikipedia.org”], “exclude_domains”: [“example.com”] }, “fetch_policy”: { “max_age_seconds”: 3600 } }</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage</p>
+</dd>
+<dt class="field-even">Type<span class="colon">:</span></dt>
+<dd class="field-even"><p>https</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.enable_data_retention">
+<span class="sig-name descname"><span class="pre">enable_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.enable_data_retention" title="Link to this definition">¶</a></dt>
+<dd><p>Use <cite>enable_zero_data_retention</cite> instead. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. Deprecated</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.enable_zero_data_retention">
+<span class="sig-name descname"><span class="pre">enable_zero_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.enable_zero_data_retention" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.ToolResponse">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolResponse</span></span><a class="headerlink" href="#genai.types.ToolResponse" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The output from a server-side <cite>ToolCall</cite> execution.</p>
+<p>This message contains the results of a tool invocation that was initiated by a
+<cite>ToolCall</cite> from the model. The client should pass this <cite>ToolResponse</cite> back to
+the API in a subsequent turn within a <cite>Content</cite> message, along with the
+corresponding <cite>ToolCall</cite>.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">      </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.ToolResponse.id" title="genai.types.ToolResponse.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolResponse.response" title="genai.types.ToolResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.ToolResponse.tool_type" title="genai.types.ToolResponse.tool_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_type</span> <span class="pre">(genai.types.ToolType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolResponse.id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolResponse.id" title="Link to this definition">¶</a></dt>
+<dd><p>The identifier of the tool call this response is for.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolResponse.response">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolResponse.response" title="Link to this definition">¶</a></dt>
+<dd><p>The tool response.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.ToolResponse.tool_type">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolType')</span></em><a class="headerlink" href="#genai.types.ToolResponse.tool_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of tool that was called, matching the tool_type in the corresponding ToolCall.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolResponseDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolResponseDict</span></span><a class="headerlink" href="#genai.types.ToolResponseDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>The output from a server-side <cite>ToolCall</cite> execution.</p>
+<p>This message contains the results of a tool invocation that was initiated by a
+<cite>ToolCall</cite> from the model. The client should pass this <cite>ToolResponse</cite> back to
+the API in a subsequent turn within a <cite>Content</cite> message, along with the
+corresponding <cite>ToolCall</cite>.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolResponseDict.id">
+<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolResponseDict.id" title="Link to this definition">¶</a></dt>
+<dd><p>The identifier of the tool call this response is for.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolResponseDict.response">
+<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolResponseDict.response" title="Link to this definition">¶</a></dt>
+<dd><p>The tool response.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolResponseDict.tool_type">
+<span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolResponseDict.tool_type" title="Link to this definition">¶</a></dt>
+<dd><p>The type of tool that was called, matching the tool_type in the corresponding ToolCall.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.ToolType">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ToolType" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>The type of tool in the function call.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.FILE_SEARCH">
+<span class="sig-name descname"><span class="pre">FILE_SEARCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FILE_SEARCH'</span></em><a class="headerlink" href="#genai.types.ToolType.FILE_SEARCH" title="Link to this definition">¶</a></dt>
+<dd><p>File search tool, maps to Tool.file_search.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.GOOGLE_MAPS">
+<span class="sig-name descname"><span class="pre">GOOGLE_MAPS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GOOGLE_MAPS'</span></em><a class="headerlink" href="#genai.types.ToolType.GOOGLE_MAPS" title="Link to this definition">¶</a></dt>
+<dd><p>Google maps tool, maps to Tool.google_maps.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.GOOGLE_SEARCH_IMAGE">
+<span class="sig-name descname"><span class="pre">GOOGLE_SEARCH_IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GOOGLE_SEARCH_IMAGE'</span></em><a class="headerlink" href="#genai.types.ToolType.GOOGLE_SEARCH_IMAGE" title="Link to this definition">¶</a></dt>
+<dd><p>Image search tool, maps to Tool.google_search.search_types.image_search.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.GOOGLE_SEARCH_WEB">
+<span class="sig-name descname"><span class="pre">GOOGLE_SEARCH_WEB</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GOOGLE_SEARCH_WEB'</span></em><a class="headerlink" href="#genai.types.ToolType.GOOGLE_SEARCH_WEB" title="Link to this definition">¶</a></dt>
+<dd><p>Google search tool, maps to Tool.google_search.search_types.web_search.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.MEDIA_PROCESSING">
+<span class="sig-name descname"><span class="pre">MEDIA_PROCESSING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_PROCESSING'</span></em><a class="headerlink" href="#genai.types.ToolType.MEDIA_PROCESSING" title="Link to this definition">¶</a></dt>
+<dd><p>Media processing tool.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.TOOL_TYPE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">TOOL_TYPE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TOOL_TYPE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ToolType.TOOL_TYPE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified tool type.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.ToolType.URL_CONTEXT">
+<span class="sig-name descname"><span class="pre">URL_CONTEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'URL_CONTEXT'</span></em><a class="headerlink" href="#genai.types.ToolType.URL_CONTEXT" title="Link to this definition">¶</a></dt>
+<dd><p>URL context tool, maps to Tool.url_context.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.TrafficType">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TrafficType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.TrafficType" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
+<p>Output only.</p>
+<p>The traffic type for this request. This enum is not supported in Gemini API.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND">
+<span class="sig-name descname"><span class="pre">ON_DEMAND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND" title="Link to this definition">¶</a></dt>
+<dd><p>The request was processed using Pay-As-You-Go quota.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND_FLEX">
+<span class="sig-name descname"><span class="pre">ON_DEMAND_FLEX</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND_FLEX'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND_FLEX" title="Link to this definition">¶</a></dt>
+<dd><p>Type for Flex traffic.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND_OFFPEAK">
+<span class="sig-name descname"><span class="pre">ON_DEMAND_OFFPEAK</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND_OFFPEAK'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND_OFFPEAK" title="Link to this definition">¶</a></dt>
+<dd><p>Type for Off-Peak Pay-As-You-Go traffic.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND_PRIORITY">
+<span class="sig-name descname"><span class="pre">ON_DEMAND_PRIORITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND_PRIORITY'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND_PRIORITY" title="Link to this definition">¶</a></dt>
+<dd><p>Type for Priority Pay-As-You-Go traffic.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TrafficType.PROVISIONED_THROUGHPUT">
+<span class="sig-name descname"><span class="pre">PROVISIONED_THROUGHPUT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROVISIONED_THROUGHPUT'</span></em><a class="headerlink" href="#genai.types.TrafficType.PROVISIONED_THROUGHPUT" title="Link to this definition">¶</a></dt>
+<dd><p>Type for Provisioned Throughput traffic.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED">
+<span class="sig-name descname"><span class="pre">TRAFFIC_TYPE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRAFFIC_TYPE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
+<dd><p>Unspecified request traffic type.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.Transcription">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Transcription</span></span><a class="headerlink" href="#genai.types.Transcription" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Audio transcription in Server Content.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">      </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189025,421 +252830,1049 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.Transcription.finished" title="genai.types.Transcription.finished"><code class="xref py py-obj docutils literal notranslate"><span class="pre">finished</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Transcription.language_code" title="genai.types.Transcription.language_code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language_code</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Transcription.speaker_label" title="genai.types.Transcription.speaker_label"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speaker_label</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Transcription.text" title="genai.types.Transcription.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.Transcription.words" title="genai.types.Transcription.words"><code class="xref py py-obj docutils literal notranslate"><span class="pre">words</span> <span class="pre">(list[genai.types.WordInfo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Transcription.finished">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">finished</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Transcription.finished" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The bool indicates the end of the transcription.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Transcription.language_code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'languageCode')</span></em><a class="headerlink" href="#genai.types.Transcription.language_code" title="Link to this definition">¶</a></dt>
+<dd><p>The BCP-47 language code of the transcription.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Transcription.speaker_label">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speaker_label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speakerLabel')</span></em><a class="headerlink" href="#genai.types.Transcription.speaker_label" title="Link to this definition">¶</a></dt>
+<dd><p>A label identifying the speaker of this audio segment (e.g. “spk_1”, “spk_2”).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Transcription.text">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Transcription.text" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Transcription text.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.Transcription.words">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">words</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WordInfo" title="genai.types.WordInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">WordInfo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Transcription.words" title="Link to this definition">¶</a></dt>
+<dd><p>Detailed word-level transcriptions and timing details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.TranscriptionDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TranscriptionDict</span></span><a class="headerlink" href="#genai.types.TranscriptionDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Audio transcription in Server Content.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranscriptionDict.finished">
+<span class="sig-name descname"><span class="pre">finished</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.finished" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The bool indicates the end of the transcription.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranscriptionDict.language_code">
+<span class="sig-name descname"><span class="pre">language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.language_code" title="Link to this definition">¶</a></dt>
+<dd><p>The BCP-47 language code of the transcription.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranscriptionDict.speaker_label">
+<span class="sig-name descname"><span class="pre">speaker_label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.speaker_label" title="Link to this definition">¶</a></dt>
+<dd><p>A label identifying the speaker of this audio segment (e.g. “spk_1”, “spk_2”).</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranscriptionDict.text">
+<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.text" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. Transcription text.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranscriptionDict.words">
+<span class="sig-name descname"><span class="pre">words</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WordInfoDict" title="genai.types.WordInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WordInfoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.words" title="Link to this definition">¶</a></dt>
+<dd><p>Detailed word-level transcriptions and timing details.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.TranslationConfig">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TranslationConfig</span></span><a class="headerlink" href="#genai.types.TranslationConfig" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>Config for stream translation.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">      </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.TranslationConfig.echo_target_language" title="genai.types.TranslationConfig.echo_target_language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">echo_target_language</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TranslationConfig.target_language_code" title="genai.types.TranslationConfig.target_language_code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">target_language_code</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TranslationConfig.echo_target_language">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">echo_target_language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'echoTargetLanguage')</span></em><a class="headerlink" href="#genai.types.TranslationConfig.echo_target_language" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TranslationConfig.target_language_code">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">target_language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'targetLanguageCode')</span></em><a class="headerlink" href="#genai.types.TranslationConfig.target_language_code" title="Link to this definition">¶</a></dt>
+<dd><p>The target language for translation. Supported values are BCP-47 language codes (e.g. “en”, “es”, “fr”).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.TranslationConfigDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TranslationConfigDict</span></span><a class="headerlink" href="#genai.types.TranslationConfigDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>Config for stream translation.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranslationConfigDict.echo_target_language">
+<span class="sig-name descname"><span class="pre">echo_target_language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranslationConfigDict.echo_target_language" title="Link to this definition">¶</a></dt>
+<dd><p>If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TranslationConfigDict.target_language_code">
+<span class="sig-name descname"><span class="pre">target_language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranslationConfigDict.target_language_code" title="Link to this definition">¶</a></dt>
+<dd><p>The target language for translation. Supported values are BCP-47 language codes (e.g. “en”, “es”, “fr”).</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.TunedModel">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModel</span></span><a class="headerlink" href="#genai.types.TunedModel" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>TunedModel for the Tuned Model of a Tuning Job.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the TunedModel.\n      Format: `projects/{project}/locations/{location}/models/{model}@{version_id}`\n      When tuning from a base model, the version_id will be 1.\n      For continuous tuning, the version id will be incremented by 1 from the\n      last version id in the parent model. E.g., `projects/{project}/locations/{location}/models/{model}@{last_version_id + 1}`\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A resource name of an Endpoint.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelCheckpoint&quot;</span>
+<span class="w">               </span><span class="p">},</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;TunedModelCheckpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.TunedModel.checkpoints" title="genai.types.TunedModel.checkpoints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoints</span> <span class="pre">(list[genai.types.TunedModelCheckpoint]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModel.endpoint" title="genai.types.TunedModel.endpoint"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoint</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModel.model" title="genai.types.TunedModel.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModel.checkpoints">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelCheckpoint" title="genai.types.TunedModelCheckpoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelCheckpoint</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModel.checkpoints" title="Link to this definition">¶</a></dt>
+<dd><p>The checkpoints associated with this TunedModel.
+This field is only populated for tuning jobs that enable intermediate
+checkpoints.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModel.endpoint">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModel.endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A resource name of an Endpoint.
+Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModel.model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModel.model" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The resource name of the TunedModel.
+Format: <cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite>
+When tuning from a base model, the version_id will be 1.
+For continuous tuning, the version id will be incremented by 1 from the
+last version id in the parent model. E.g., <cite>projects/{project}/locations/{location}/models/{model}&#64;{last_version_id + 1}</cite></p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelCheckpoint</span></span><a class="headerlink" href="#genai.types.TunedModelCheckpoint" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>TunedModelCheckpoint for the Tuned Model of a Tuning Job.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">      </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
+<span class="w">      </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.checkpoint_id" title="genai.types.TunedModelCheckpoint.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.endpoint" title="genai.types.TunedModelCheckpoint.endpoint"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoint</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.epoch" title="genai.types.TunedModelCheckpoint.epoch"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.step" title="genai.types.TunedModelCheckpoint.step"><code class="xref py py-obj docutils literal notranslate"><span class="pre">step</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.checkpoint_id">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the checkpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.endpoint">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>The Endpoint resource name that the checkpoint is deployed to.
+Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.epoch">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.epoch" title="Link to this definition">¶</a></dt>
+<dd><p>The epoch of the checkpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.step">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.step" title="Link to this definition">¶</a></dt>
+<dd><p>The step of the checkpoint.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelCheckpointDict</span></span><a class="headerlink" href="#genai.types.TunedModelCheckpointDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>TunedModelCheckpoint for the Tuned Model of a Tuning Job.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.checkpoint_id">
+<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.checkpoint_id" title="Link to this definition">¶</a></dt>
+<dd><p>The ID of the checkpoint.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.endpoint">
+<span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>The Endpoint resource name that the checkpoint is deployed to.
+Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.epoch">
+<span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.epoch" title="Link to this definition">¶</a></dt>
+<dd><p>The epoch of the checkpoint.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.step">
+<span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.step" title="Link to this definition">¶</a></dt>
+<dd><p>The step of the checkpoint.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.TunedModelDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelDict</span></span><a class="headerlink" href="#genai.types.TunedModelDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>TunedModel for the Tuned Model of a Tuning Job.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelDict.checkpoints">
+<span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelCheckpointDict" title="genai.types.TunedModelCheckpointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelCheckpointDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.TunedModelDict.checkpoints" title="Link to this definition">¶</a></dt>
+<dd><p>The checkpoints associated with this TunedModel.
+This field is only populated for tuning jobs that enable intermediate
+checkpoints.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelDict.endpoint">
+<span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelDict.endpoint" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. A resource name of an Endpoint.
+Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelDict.model">
+<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelDict.model" title="Link to this definition">¶</a></dt>
+<dd><p>Output only. The resource name of the TunedModel.
+Format: <cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite>
+When tuning from a base model, the version_id will be 1.
+For continuous tuning, the version id will be incremented by 1 from the
+last version id in the parent model. E.g., <cite>projects/{project}/locations/{location}/models/{model}&#64;{last_version_id + 1}</cite></p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfo">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelInfo</span></span><a class="headerlink" href="#genai.types.TunedModelInfo" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>A tuned machine learning model.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelInfo&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuned machine learning model.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the base model that you want to tune.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was created.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was last updated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</details></p><dl class="field-list simple">
+<dt class="field-odd">Fields<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><a class="reference internal" href="#genai.types.TunedModelInfo.base_model" title="genai.types.TunedModelInfo.base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModelInfo.create_time" title="genai.types.TunedModelInfo.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.TunedModelInfo.update_time" title="genai.types.TunedModelInfo.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+</ul>
+</dd>
+<dt class="field-even">Validators<span class="colon">:</span></dt>
+<dd class="field-even"><p></p></dd>
+</dl>
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfo.base_model">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseModel')</span></em><a class="headerlink" href="#genai.types.TunedModelInfo.base_model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the base model that you want to tune.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfo.create_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.TunedModelInfo.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Date and time when the base model was created.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfo.update_time">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.TunedModelInfo.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Date and time when the base model was last updated.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict">
+<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelInfoDict</span></span><a class="headerlink" href="#genai.types.TunedModelInfoDict" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
+<p>A tuned machine learning model.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict.base_model">
+<span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelInfoDict.base_model" title="Link to this definition">¶</a></dt>
+<dd><p>ID of the base model that you want to tune.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict.create_time">
+<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelInfoDict.create_time" title="Link to this definition">¶</a></dt>
+<dd><p>Date and time when the base model was created.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict.update_time">
+<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelInfoDict.update_time" title="Link to this definition">¶</a></dt>
+<dd><p>Date and time when the base model was last updated.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class pydantic_model">
+<dt class="sig sig-object py" id="genai.types.TuningDataStats">
+<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TuningDataStats</span></span><a class="headerlink" href="#genai.types.TuningDataStats" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
+<p>The tuning data statistic values for TuningJob.</p>
+<p>This data type is not supported in Gemini API.</p>
+<p>Create a new model by parsing and validating input data from keyword arguments.</p>
+<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.</p>
+<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
+<p><details  class="autodoc_pydantic_collapsable_json">
+<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningDataStats&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning data statistic values for TuningJob.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;distillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationDataStats&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for distillation prompt dataset. These statistics do not include the responses sampled from the teacher model.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;preferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationDataStats&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for preference optimization.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;supervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDataStats&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">                  </span><span class="p">}</span>
-<span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The SFT Tuning data stats.&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;reinforcementTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for reinforcement tuning.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
-<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189449,78 +253882,86 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189530,23 +253971,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189556,10 +254030,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189569,25 +254043,30 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189597,59 +254076,59 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
@@ -189659,57 +254138,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -189718,10 +254178,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -189731,135 +254191,133 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
@@ -189869,23 +254327,23 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -189895,31 +254353,34 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -189932,486 +254393,66 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Tool.code_execution" title="genai.types.Tool.code_execution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">code_execution</span> <span class="pre">(genai.types.ToolCodeExecution</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.computer_use" title="genai.types.Tool.computer_use"><code class="xref py py-obj docutils literal notranslate"><span class="pre">computer_use</span> <span class="pre">(genai.types.ComputerUse</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.enterprise_web_search" title="genai.types.Tool.enterprise_web_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enterprise_web_search</span> <span class="pre">(genai.types.EnterpriseWebSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.exa_ai_search" title="genai.types.Tool.exa_ai_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">exa_ai_search</span> <span class="pre">(genai.types.ToolExaAiSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.file_search" title="genai.types.Tool.file_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">file_search</span> <span class="pre">(genai.types.FileSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.function_declarations" title="genai.types.Tool.function_declarations"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_declarations</span> <span class="pre">(list[genai.types.FunctionDeclaration]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.google_maps" title="genai.types.Tool.google_maps"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_maps</span> <span class="pre">(genai.types.GoogleMaps</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.google_search" title="genai.types.Tool.google_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_search</span> <span class="pre">(genai.types.GoogleSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.google_search_retrieval" title="genai.types.Tool.google_search_retrieval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">google_search_retrieval</span> <span class="pre">(genai.types.GoogleSearchRetrieval</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.mcp_servers" title="genai.types.Tool.mcp_servers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mcp_servers</span> <span class="pre">(list[genai.types.McpServer]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.parallel_ai_search" title="genai.types.Tool.parallel_ai_search"><code class="xref py py-obj docutils literal notranslate"><span class="pre">parallel_ai_search</span> <span class="pre">(genai.types.ToolParallelAiSearch</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.retrieval" title="genai.types.Tool.retrieval"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval</span> <span class="pre">(genai.types.Retrieval</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Tool.url_context" title="genai.types.Tool.url_context"><code class="xref py py-obj docutils literal notranslate"><span class="pre">url_context</span> <span class="pre">(genai.types.UrlContext</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.code_execution">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">code_execution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCodeExecution" title="genai.types.ToolCodeExecution"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCodeExecution</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'codeExecution')</span></em><a class="headerlink" href="#genai.types.Tool.code_execution" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. CodeExecution tool type. Enables the model to execute code as part of generation.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.computer_use">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">computer_use</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputerUse" title="genai.types.ComputerUse"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerUse</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'computerUse')</span></em><a class="headerlink" href="#genai.types.Tool.computer_use" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.enterprise_web_search">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enterprise_web_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EnterpriseWebSearch" title="genai.types.EnterpriseWebSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">EnterpriseWebSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enterpriseWebSearch')</span></em><a class="headerlink" href="#genai.types.Tool.enterprise_web_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.exa_ai_search">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">exa_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolExaAiSearch" title="genai.types.ToolExaAiSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolExaAiSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'exaAiSearch')</span></em><a class="headerlink" href="#genai.types.Tool.exa_ai_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.file_search">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">file_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearch" title="genai.types.FileSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'fileSearch')</span></em><a class="headerlink" href="#genai.types.Tool.file_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.function_declarations">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_declarations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionDeclaration" title="genai.types.FunctionDeclaration"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclaration</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionDeclarations')</span></em><a class="headerlink" href="#genai.types.Tool.function_declarations" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.google_maps">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMaps" title="genai.types.GoogleMaps"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMaps</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleMaps')</span></em><a class="headerlink" href="#genai.types.Tool.google_maps" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool that allows grounding the model’s response with
-geospatial context related to the user’s query.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.google_search">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearch" title="genai.types.GoogleSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleSearch')</span></em><a class="headerlink" href="#genai.types.Tool.google_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.google_search_retrieval">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">google_search_retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearchRetrieval" title="genai.types.GoogleSearchRetrieval"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearchRetrieval</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'googleSearchRetrieval')</span></em><a class="headerlink" href="#genai.types.Tool.google_search_retrieval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specialized retrieval tool that is powered by Google Search.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.mcp_servers">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">mcp_servers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.McpServer" title="genai.types.McpServer"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpServer</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'mcpServers')</span></em><a class="headerlink" href="#genai.types.Tool.mcp_servers" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. MCP Servers to connect to. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.parallel_ai_search">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parallel_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolParallelAiSearch" title="genai.types.ToolParallelAiSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolParallelAiSearch</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'parallelAiSearch')</span></em><a class="headerlink" href="#genai.types.Tool.parallel_ai_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.retrieval">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.Retrieval" title="genai.types.Retrieval"><code class="xref py py-class docutils literal notranslate"><span class="pre">Retrieval</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Tool.retrieval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Tool.url_context">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">url_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContext" title="genai.types.UrlContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContext</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'urlContext')</span></em><a class="headerlink" href="#genai.types.Tool.url_context" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool to support URL context retrieval.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ToolCall">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCall</span></span><a class="headerlink" href="#genai.types.ToolCall" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A predicted server-side <cite>ToolCall</cite> returned from the model.</p>
-<p>This message contains information about a tool that the model wants to invoke.
-The client is NOT expected to execute this <cite>ToolCall</cite>. Instead, the
-client should pass this <cite>ToolCall</cite> back to the API in a subsequent turn
-within a <cite>Content</cite> message, along with the corresponding <cite>ToolResponse</cite>.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Unique identifier of the tool call. The server returns the tool response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool call arguments. Example: {\&quot;arg1\&quot;: \&quot;value1\&quot;, \&quot;arg2\&quot;: \&quot;value2\&quot;}.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ToolCall.args" title="genai.types.ToolCall.args"><code class="xref py py-obj docutils literal notranslate"><span class="pre">args</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolCall.id" title="genai.types.ToolCall.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolCall.tool_type" title="genai.types.ToolCall.tool_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_type</span> <span class="pre">(genai.types.ToolType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolCall.args">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolCall.args" title="Link to this definition">¶</a></dt>
-<dd><p>The tool call arguments. Example: {“arg1”: “value1”, “arg2”: “value2”}.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolCall.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolCall.id" title="Link to this definition">¶</a></dt>
-<dd><p>Unique identifier of the tool call. The server returns the tool response with the matching <cite>id</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolCall.tool_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolType')</span></em><a class="headerlink" href="#genai.types.ToolCall.tool_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of tool that was called.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolCallDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCallDict</span></span><a class="headerlink" href="#genai.types.ToolCallDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A predicted server-side <cite>ToolCall</cite> returned from the model.</p>
-<p>This message contains information about a tool that the model wants to invoke.
-The client is NOT expected to execute this <cite>ToolCall</cite>. Instead, the
-client should pass this <cite>ToolCall</cite> back to the API in a subsequent turn
-within a <cite>Content</cite> message, along with the corresponding <cite>ToolResponse</cite>.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolCallDict.args">
-<span class="sig-name descname"><span class="pre">args</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolCallDict.args" title="Link to this definition">¶</a></dt>
-<dd><p>“value1”, “arg2”: “value2”}.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>The tool call arguments. Example</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>{“arg1”</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolCallDict.id">
-<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolCallDict.id" title="Link to this definition">¶</a></dt>
-<dd><p>Unique identifier of the tool call. The server returns the tool response with the matching <cite>id</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolCallDict.tool_type">
-<span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolCallDict.tool_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of tool that was called.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ToolCodeExecution">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCodeExecution</span></span><a class="headerlink" href="#genai.types.ToolCodeExecution" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tool that executes code generated by the model, and automatically returns the result to the model.</p>
-<p>See also ExecutableCode and CodeExecutionResult, which are input and output to
-this tool. This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Validators<span class="colon">:</span></dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolCodeExecutionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolCodeExecutionDict</span></span><a class="headerlink" href="#genai.types.ToolCodeExecutionDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool that executes code generated by the model, and automatically returns the result to the model.</p>
-<p>See also ExecutableCode and CodeExecutionResult, which are input and output to
-this tool. This data type is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ToolConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolConfig</span></span><a class="headerlink" href="#genai.types.ToolConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Tool config.</p>
-<p>This config is shared for all tools provided in the request.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool config.\n\nThis config is shared for all tools provided in the request.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;retrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RetrievalConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval config.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;functionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfig&quot;</span>
+<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling config.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;includeServerSideToolInvocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If true, the API response will include the server-side tool calls and responses within the `Content` message. This allows clients to observe the server&#39;s tool interactions. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeserversidetoolinvocations&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling config.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;allowedFunctionNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -190420,55 +254461,111 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function names to call. Only set when the Mode is ANY. Function names should match FunctionDeclaration.name. With mode set to ANY, model will predict a function call from the set of function names provided.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allowedfunctionnames&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCallingConfigMode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function calling mode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;streamFunctionCallArguments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. When set to true, arguments of a single function call will be streamed out in multiple parts/contents/responses. Partial parameter results will be returned in the `FunctionCall.partial_args` field. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Streamfunctioncallarguments&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCallingConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function calling mode.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AUTO&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;ANY&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;NONE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;VALIDATED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCallingConfigMode&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;DistillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics for distillation prompt dataset.\n\nThese statistics do not include the responses sampled from the teacher model.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;trainingDatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics computed for the training dataset.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationDataStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;LatLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An object that represents a latitude/longitude pair.\n\nThis is expressed as a pair of doubles to represent degrees latitude and\ndegrees longitude. Unless specified otherwise, this object must conform to the\nWGS84 standard. Values must be within normalized ranges.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;latitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
@@ -190478,865 +254575,267 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The latitude in degrees. It must be in the range [-90.0, +90.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Latitude&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;longitude&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The longitude in degrees. It must be in the range [-180.0, +180.0].&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Longitude&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;LatLng&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;RetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval config.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;latLng&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/LatLng&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the user.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The language code of the user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ToolConfig.function_calling_config" title="genai.types.ToolConfig.function_calling_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">function_calling_config</span> <span class="pre">(genai.types.FunctionCallingConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolConfig.include_server_side_tool_invocations" title="genai.types.ToolConfig.include_server_side_tool_invocations"><code class="xref py py-obj docutils literal notranslate"><span class="pre">include_server_side_tool_invocations</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolConfig.retrieval_config" title="genai.types.ToolConfig.retrieval_config"><code class="xref py py-obj docutils literal notranslate"><span class="pre">retrieval_config</span> <span class="pre">(genai.types.RetrievalConfig</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolConfig.function_calling_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">function_calling_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfig" title="genai.types.FunctionCallingConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'functionCallingConfig')</span></em><a class="headerlink" href="#genai.types.ToolConfig.function_calling_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function calling config.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolConfig.include_server_side_tool_invocations">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">include_server_side_tool_invocations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'includeServerSideToolInvocations')</span></em><a class="headerlink" href="#genai.types.ToolConfig.include_server_side_tool_invocations" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If true, the API response will include the server-side tool calls and responses within the <cite>Content</cite> message. This allows clients to observe the server’s tool interactions. This field is not supported in Vertex AI.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolConfig.retrieval_config">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalConfig" title="genai.types.RetrievalConfig"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalConfig</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'retrievalConfig')</span></em><a class="headerlink" href="#genai.types.ToolConfig.retrieval_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Retrieval config.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolConfigDict</span></span><a class="headerlink" href="#genai.types.ToolConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool config.</p>
-<p>This config is shared for all tools provided in the request.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolConfigDict.function_calling_config">
-<span class="sig-name descname"><span class="pre">function_calling_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionCallingConfigDict" title="genai.types.FunctionCallingConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionCallingConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolConfigDict.function_calling_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function calling config.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolConfigDict.include_server_side_tool_invocations">
-<span class="sig-name descname"><span class="pre">include_server_side_tool_invocations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolConfigDict.include_server_side_tool_invocations" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If true, the API response will include the server-side tool calls and responses within the <cite>Content</cite> message. This allows clients to observe the server’s tool interactions. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolConfigDict.retrieval_config">
-<span class="sig-name descname"><span class="pre">retrieval_config</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalConfigDict" title="genai.types.RetrievalConfigDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalConfigDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolConfigDict.retrieval_config" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Retrieval config.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolDict</span></span><a class="headerlink" href="#genai.types.ToolDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Tool details of a tool that the model may use to generate a response.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.code_execution">
-<span class="sig-name descname"><span class="pre">code_execution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolCodeExecutionDict" title="genai.types.ToolCodeExecutionDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolCodeExecutionDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.code_execution" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. CodeExecution tool type. Enables the model to execute code as part of generation.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.computer_use">
-<span class="sig-name descname"><span class="pre">computer_use</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ComputerUseDict" title="genai.types.ComputerUseDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ComputerUseDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.computer_use" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.enterprise_web_search">
-<span class="sig-name descname"><span class="pre">enterprise_web_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.EnterpriseWebSearchDict" title="genai.types.EnterpriseWebSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">EnterpriseWebSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.enterprise_web_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.exa_ai_search">
-<span class="sig-name descname"><span class="pre">exa_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolExaAiSearchDict" title="genai.types.ToolExaAiSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolExaAiSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.exa_ai_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.file_search">
-<span class="sig-name descname"><span class="pre">file_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FileSearchDict" title="genai.types.FileSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FileSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.file_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.function_declarations">
-<span class="sig-name descname"><span class="pre">function_declarations</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.FunctionDeclarationDict" title="genai.types.FunctionDeclarationDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDeclarationDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolDict.function_declarations" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.google_maps">
-<span class="sig-name descname"><span class="pre">google_maps</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleMapsDict" title="genai.types.GoogleMapsDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleMapsDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.google_maps" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool that allows grounding the model’s response with
-geospatial context related to the user’s query.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.google_search">
-<span class="sig-name descname"><span class="pre">google_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearchDict" title="genai.types.GoogleSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.google_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.google_search_retrieval">
-<span class="sig-name descname"><span class="pre">google_search_retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.GoogleSearchRetrievalDict" title="genai.types.GoogleSearchRetrievalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">GoogleSearchRetrievalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.google_search_retrieval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Specialized retrieval tool that is powered by Google Search.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.mcp_servers">
-<span class="sig-name descname"><span class="pre">mcp_servers</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.McpServerDict" title="genai.types.McpServerDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">McpServerDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolDict.mcp_servers" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. MCP Servers to connect to. This field is not supported in Vertex AI.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.parallel_ai_search">
-<span class="sig-name descname"><span class="pre">parallel_ai_search</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolParallelAiSearchDict" title="genai.types.ToolParallelAiSearchDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolParallelAiSearchDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.parallel_ai_search" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.retrieval">
-<span class="sig-name descname"><span class="pre">retrieval</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.RetrievalDict" title="genai.types.RetrievalDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">RetrievalDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.retrieval" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolDict.url_context">
-<span class="sig-name descname"><span class="pre">url_context</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.UrlContextDict" title="genai.types.UrlContextDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">UrlContextDict</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolDict.url_context" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Tool to support URL context retrieval.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ToolExaAiSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolExaAiSearch</span></span><a class="headerlink" href="#genai.types.ToolExaAiSearch" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>ExaAiSearch tool type.</p>
-<p>A tool that uses the Exa.ai search engine for grounding. This data type is not
-supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ToolExaAiSearch.api_key" title="genai.types.ToolExaAiSearch.api_key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolExaAiSearch.custom_configs" title="genai.types.ToolExaAiSearch.custom_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_configs</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolExaAiSearch.api_key">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiKey')</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearch.api_key" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The API key for ExaAiSearch.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolExaAiSearch.custom_configs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customConfigs')</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearch.custom_configs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. This field can be used to pass any parameter from the Exa.ai Search API.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolExaAiSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolExaAiSearchDict</span></span><a class="headerlink" href="#genai.types.ToolExaAiSearchDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>ExaAiSearch tool type.</p>
-<p>A tool that uses the Exa.ai search engine for grounding. This data type is not
-supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolExaAiSearchDict.api_key">
-<span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearchDict.api_key" title="Link to this definition">¶</a></dt>
-<dd><p>Required. The API key for ExaAiSearch.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolExaAiSearchDict.custom_configs">
-<span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolExaAiSearchDict.custom_configs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. This field can be used to pass any parameter from the Exa.ai Search API.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolParallelAiSearch</span></span><a class="headerlink" href="#genai.types.ToolParallelAiSearch" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>ParallelAiSearch tool type.</p>
-<p>A tool that uses the Parallel.ai search engine for grounding. This data type
-is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
 <span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.api_key" title="genai.types.ToolParallelAiSearch.api_key"><code class="xref py py-obj docutils literal notranslate"><span class="pre">api_key</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.custom_configs" title="genai.types.ToolParallelAiSearch.custom_configs"><code class="xref py py-obj docutils literal notranslate"><span class="pre">custom_configs</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.enable_data_retention" title="genai.types.ToolParallelAiSearch.enable_data_retention"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_data_retention</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolParallelAiSearch.enable_zero_data_retention" title="genai.types.ToolParallelAiSearch.enable_zero_data_retention"><code class="xref py py-obj docutils literal notranslate"><span class="pre">enable_zero_data_retention</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.api_key">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'apiKey')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.api_key" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See <a class="reference external" href="https://docs.parallel.ai/search/search-quickstart">https://docs.parallel.ai/search/search-quickstart</a> for more details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.custom_configs">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'customConfigs')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.custom_configs" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: <a class="reference external" href="https://docs.parallel.ai/api-reference/search-beta/search">https://docs.parallel.ai/api-reference/search-beta/search</a> Currently only <cite>source_policy</cite>, <cite>excerpts</cite>, <cite>max_results</cite>, <cite>mode</cite>, <cite>fetch_policy</cite> can be set via this field. For example: { “source_policy”: { “include_domains”: [“google.com”, “wikipedia.org”], “exclude_domains”: [“example.com”] }, “fetch_policy”: { “max_age_seconds”: 3600 } }</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.enable_data_retention">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableDataRetention')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.enable_data_retention" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Deprecated: Use <cite>enable_zero_data_retention</cite> instead. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearch.enable_zero_data_retention">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">enable_zero_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'enableZeroDataRetention')</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearch.enable_zero_data_retention" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolParallelAiSearchDict</span></span><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>ParallelAiSearch tool type.</p>
-<p>A tool that uses the Parallel.ai search engine for grounding. This data type
-is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.api_key">
-<span class="sig-name descname"><span class="pre">api_key</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.api_key" title="Link to this definition">¶</a></dt>
-<dd><p>//docs.parallel.ai/search/search-quickstart for more details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.custom_configs">
-<span class="sig-name descname"><span class="pre">custom_configs</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.custom_configs" title="Link to this definition">¶</a></dt>
-<dd><p>//docs.parallel.ai/api-reference/search-beta/search Currently only <cite>source_policy</cite>, <cite>excerpts</cite>, <cite>max_results</cite>, <cite>mode</cite>, <cite>fetch_policy</cite> can be set via this field. For example: { “source_policy”: { “include_domains”: [“google.com”, “wikipedia.org”], “exclude_domains”: [“example.com”] }, “fetch_policy”: { “max_age_seconds”: 3600 } }</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage</p>
-</dd>
-<dt class="field-even">Type<span class="colon">:</span></dt>
-<dd class="field-even"><p>https</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.enable_data_retention">
-<span class="sig-name descname"><span class="pre">enable_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.enable_data_retention" title="Link to this definition">¶</a></dt>
-<dd><p>Use <cite>enable_zero_data_retention</cite> instead. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Optional. Deprecated</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolParallelAiSearchDict.enable_zero_data_retention">
-<span class="sig-name descname"><span class="pre">enable_zero_data_retention</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolParallelAiSearchDict.enable_zero_data_retention" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Instructs Vertex Grounding to use Parallel’s Zero Data Retention Marketplace product. If this value is “false” or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is “true”, the Parallel Web Search for Grounding - ZDR subscription will be used.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.ToolResponse">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolResponse</span></span><a class="headerlink" href="#genai.types.ToolResponse" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The output from a server-side <cite>ToolCall</cite> execution.</p>
-<p>This message contains the results of a tool invocation that was initiated by a
-<cite>ToolCall</cite> from the model. The client should pass this <cite>ToolResponse</cite> back to
-the API in a subsequent turn within a <cite>Content</cite> message, along with the
-corresponding <cite>ToolCall</cite>.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolResponse&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The identifier of the tool call this response is for.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;toolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolType&quot;</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool that was called, matching the tool_type in the corresponding ToolCall.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tool response.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;ToolType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The type of tool in the function call.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;TOOL_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_WEB&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_SEARCH_IMAGE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;URL_CONTEXT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;GOOGLE_MAPS&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;FILE_SEARCH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolType&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.ToolResponse.id" title="genai.types.ToolResponse.id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolResponse.response" title="genai.types.ToolResponse.response"><code class="xref py py-obj docutils literal notranslate"><span class="pre">response</span> <span class="pre">(dict[str,</span> <span class="pre">Any]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.ToolResponse.tool_type" title="genai.types.ToolResponse.tool_type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tool_type</span> <span class="pre">(genai.types.ToolType</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolResponse.id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolResponse.id" title="Link to this definition">¶</a></dt>
-<dd><p>The identifier of the tool call this response is for.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolResponse.response">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.ToolResponse.response" title="Link to this definition">¶</a></dt>
-<dd><p>The tool response.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.ToolResponse.tool_type">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'toolType')</span></em><a class="headerlink" href="#genai.types.ToolResponse.tool_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of tool that was called, matching the tool_type in the corresponding ToolCall.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolResponseDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolResponseDict</span></span><a class="headerlink" href="#genai.types.ToolResponseDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>The output from a server-side <cite>ToolCall</cite> execution.</p>
-<p>This message contains the results of a tool invocation that was initiated by a
-<cite>ToolCall</cite> from the model. The client should pass this <cite>ToolResponse</cite> back to
-the API in a subsequent turn within a <cite>Content</cite> message, along with the
-corresponding <cite>ToolCall</cite>.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolResponseDict.id">
-<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolResponseDict.id" title="Link to this definition">¶</a></dt>
-<dd><p>The identifier of the tool call this response is for.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolResponseDict.response">
-<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">,</span> <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.ToolResponseDict.response" title="Link to this definition">¶</a></dt>
-<dd><p>The tool response.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolResponseDict.tool_type">
-<span class="sig-name descname"><span class="pre">tool_type</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.ToolType" title="genai.types.ToolType"><code class="xref py py-class docutils literal notranslate"><span class="pre">ToolType</span></code></a><span class="pre">]</span></em><a class="headerlink" href="#genai.types.ToolResponseDict.tool_type" title="Link to this definition">¶</a></dt>
-<dd><p>The type of tool that was called, matching the tool_type in the corresponding ToolCall.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.ToolType">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">ToolType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.ToolType" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>The type of tool in the function call.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.FILE_SEARCH">
-<span class="sig-name descname"><span class="pre">FILE_SEARCH</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'FILE_SEARCH'</span></em><a class="headerlink" href="#genai.types.ToolType.FILE_SEARCH" title="Link to this definition">¶</a></dt>
-<dd><p>File search tool, maps to Tool.file_search.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.GOOGLE_MAPS">
-<span class="sig-name descname"><span class="pre">GOOGLE_MAPS</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GOOGLE_MAPS'</span></em><a class="headerlink" href="#genai.types.ToolType.GOOGLE_MAPS" title="Link to this definition">¶</a></dt>
-<dd><p>Google maps tool, maps to Tool.google_maps.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.GOOGLE_SEARCH_IMAGE">
-<span class="sig-name descname"><span class="pre">GOOGLE_SEARCH_IMAGE</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GOOGLE_SEARCH_IMAGE'</span></em><a class="headerlink" href="#genai.types.ToolType.GOOGLE_SEARCH_IMAGE" title="Link to this definition">¶</a></dt>
-<dd><p>Image search tool, maps to Tool.google_search.search_types.image_search.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.GOOGLE_SEARCH_WEB">
-<span class="sig-name descname"><span class="pre">GOOGLE_SEARCH_WEB</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'GOOGLE_SEARCH_WEB'</span></em><a class="headerlink" href="#genai.types.ToolType.GOOGLE_SEARCH_WEB" title="Link to this definition">¶</a></dt>
-<dd><p>Google search tool, maps to Tool.google_search.search_types.web_search.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.MEDIA_PROCESSING">
-<span class="sig-name descname"><span class="pre">MEDIA_PROCESSING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'MEDIA_PROCESSING'</span></em><a class="headerlink" href="#genai.types.ToolType.MEDIA_PROCESSING" title="Link to this definition">¶</a></dt>
-<dd><p>Media processing tool.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.TOOL_TYPE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">TOOL_TYPE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TOOL_TYPE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.ToolType.TOOL_TYPE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified tool type.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.ToolType.URL_CONTEXT">
-<span class="sig-name descname"><span class="pre">URL_CONTEXT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'URL_CONTEXT'</span></em><a class="headerlink" href="#genai.types.ToolType.URL_CONTEXT" title="Link to this definition">¶</a></dt>
-<dd><p>URL context tool, maps to Tool.url_context.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.TrafficType">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TrafficType</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">values</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#genai.types.TrafficType" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">CaseInSensitiveEnum</span></code></p>
-<p>Output only.</p>
-<p>The traffic type for this request. This enum is not supported in Gemini API.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND">
-<span class="sig-name descname"><span class="pre">ON_DEMAND</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND" title="Link to this definition">¶</a></dt>
-<dd><p>The request was processed using Pay-As-You-Go quota.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND_FLEX">
-<span class="sig-name descname"><span class="pre">ON_DEMAND_FLEX</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND_FLEX'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND_FLEX" title="Link to this definition">¶</a></dt>
-<dd><p>Type for Flex traffic.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TrafficType.ON_DEMAND_PRIORITY">
-<span class="sig-name descname"><span class="pre">ON_DEMAND_PRIORITY</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'ON_DEMAND_PRIORITY'</span></em><a class="headerlink" href="#genai.types.TrafficType.ON_DEMAND_PRIORITY" title="Link to this definition">¶</a></dt>
-<dd><p>Type for Priority Pay-As-You-Go traffic.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TrafficType.PROVISIONED_THROUGHPUT">
-<span class="sig-name descname"><span class="pre">PROVISIONED_THROUGHPUT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'PROVISIONED_THROUGHPUT'</span></em><a class="headerlink" href="#genai.types.TrafficType.PROVISIONED_THROUGHPUT" title="Link to this definition">¶</a></dt>
-<dd><p>Type for Provisioned Throughput traffic.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED">
-<span class="sig-name descname"><span class="pre">TRAFFIC_TYPE_UNSPECIFIED</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'TRAFFIC_TYPE_UNSPECIFIED'</span></em><a class="headerlink" href="#genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED" title="Link to this definition">¶</a></dt>
-<dd><p>Unspecified request traffic type.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.Transcription">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">Transcription</span></span><a class="headerlink" href="#genai.types.Transcription" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Audio transcription in Server Content.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Audio transcription in Server Content.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Transcription text.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;finished&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The bool indicates the end of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Finished&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;languageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BCP-47 language code of the transcription.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecode&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;speakerLabel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A label identifying the speaker of this audio segment (e.g. \&quot;spk_1\&quot;, \&quot;spk_2\&quot;).\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Speakerlabel&quot;</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;words&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WordInfo&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Detailed word-level transcriptions and timing details.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Words&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;word&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -191346,10 +254845,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcript of the word.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Word&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;startOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -191359,10 +254858,10 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Start offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Startoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endOffset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -191372,302 +254871,68 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;End offset in time of the word relative to the start of the audio.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endoffset&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WordInfo&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.Transcription.finished" title="genai.types.Transcription.finished"><code class="xref py py-obj docutils literal notranslate"><span class="pre">finished</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Transcription.language_code" title="genai.types.Transcription.language_code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">language_code</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Transcription.speaker_label" title="genai.types.Transcription.speaker_label"><code class="xref py py-obj docutils literal notranslate"><span class="pre">speaker_label</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Transcription.text" title="genai.types.Transcription.text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">text</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.Transcription.words" title="genai.types.Transcription.words"><code class="xref py py-obj docutils literal notranslate"><span class="pre">words</span> <span class="pre">(list[genai.types.WordInfo]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Transcription.finished">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">finished</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Transcription.finished" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The bool indicates the end of the transcription.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Transcription.language_code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'languageCode')</span></em><a class="headerlink" href="#genai.types.Transcription.language_code" title="Link to this definition">¶</a></dt>
-<dd><p>The BCP-47 language code of the transcription.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Transcription.speaker_label">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">speaker_label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'speakerLabel')</span></em><a class="headerlink" href="#genai.types.Transcription.speaker_label" title="Link to this definition">¶</a></dt>
-<dd><p>A label identifying the speaker of this audio segment (e.g. “spk_1”, “spk_2”).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Transcription.text">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Transcription.text" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Transcription text.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.Transcription.words">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">words</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WordInfo" title="genai.types.WordInfo"><code class="xref py py-class docutils literal notranslate"><span class="pre">WordInfo</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.Transcription.words" title="Link to this definition">¶</a></dt>
-<dd><p>Detailed word-level transcriptions and timing details.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.TranscriptionDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TranscriptionDict</span></span><a class="headerlink" href="#genai.types.TranscriptionDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Audio transcription in Server Content.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranscriptionDict.finished">
-<span class="sig-name descname"><span class="pre">finished</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.finished" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. The bool indicates the end of the transcription.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranscriptionDict.language_code">
-<span class="sig-name descname"><span class="pre">language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.language_code" title="Link to this definition">¶</a></dt>
-<dd><p>The BCP-47 language code of the transcription.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranscriptionDict.speaker_label">
-<span class="sig-name descname"><span class="pre">speaker_label</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.speaker_label" title="Link to this definition">¶</a></dt>
-<dd><p>A label identifying the speaker of this audio segment (e.g. “spk_1”, “spk_2”).</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranscriptionDict.text">
-<span class="sig-name descname"><span class="pre">text</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.text" title="Link to this definition">¶</a></dt>
-<dd><p>Optional. Transcription text.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranscriptionDict.words">
-<span class="sig-name descname"><span class="pre">words</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.WordInfoDict" title="genai.types.WordInfoDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">WordInfoDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.TranscriptionDict.words" title="Link to this definition">¶</a></dt>
-<dd><p>Detailed word-level transcriptions and timing details.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.TranslationConfig">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TranslationConfig</span></span><a class="headerlink" href="#genai.types.TranslationConfig" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>Config for stream translation.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TranslationConfig&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for stream translation.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;echoTargetLanguage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Echotargetlanguage&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;targetLanguageCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The target language for translation. Supported values are BCP-47 language codes (e.g. \&quot;en\&quot;, \&quot;es\&quot;, \&quot;fr\&quot;).&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Targetlanguagecode&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.TranslationConfig.echo_target_language" title="genai.types.TranslationConfig.echo_target_language"><code class="xref py py-obj docutils literal notranslate"><span class="pre">echo_target_language</span> <span class="pre">(bool</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TranslationConfig.target_language_code" title="genai.types.TranslationConfig.target_language_code"><code class="xref py py-obj docutils literal notranslate"><span class="pre">target_language_code</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TranslationConfig.echo_target_language">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">echo_target_language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'echoTargetLanguage')</span></em><a class="headerlink" href="#genai.types.TranslationConfig.echo_target_language" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TranslationConfig.target_language_code">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">target_language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'targetLanguageCode')</span></em><a class="headerlink" href="#genai.types.TranslationConfig.target_language_code" title="Link to this definition">¶</a></dt>
-<dd><p>The target language for translation. Supported values are BCP-47 language codes (e.g. “en”, “es”, “fr”).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.TranslationConfigDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TranslationConfigDict</span></span><a class="headerlink" href="#genai.types.TranslationConfigDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>Config for stream translation.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranslationConfigDict.echo_target_language">
-<span class="sig-name descname"><span class="pre">echo_target_language</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranslationConfigDict.echo_target_language" title="Link to this definition">¶</a></dt>
-<dd><p>If true, the model will generate audio when the target language is spoken, essentially it will parrot the input. If false, we will not produce audio for the target language.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TranslationConfigDict.target_language_code">
-<span class="sig-name descname"><span class="pre">target_language_code</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TranslationConfigDict.target_language_code" title="Link to this definition">¶</a></dt>
-<dd><p>The target language for translation. Supported values are BCP-47 language codes (e.g. “en”, “es”, “fr”).</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.TunedModel">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModel</span></span><a class="headerlink" href="#genai.types.TunedModel" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>TunedModel for the Tuned Model of a Tuning Job.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModel for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The resource name of the TunedModel.\n      Format: `projects/{project}/locations/{location}/models/{model}@{version_id}`\n      When tuning from a base model, the version_id will be 1.\n      For continuous tuning, the version id will be incremented by 1 from the\n      last version id in the parent model. E.g., `projects/{project}/locations/{location}/models/{model}@{last_version_id + 1}`\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Model&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A resource name of an Endpoint.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;checkpoints&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                  </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/TunedModelCheckpoint&quot;</span>
-<span class="w">               </span><span class="p">},</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpoints&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;TunedModelCheckpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -191677,527 +254942,267 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.TunedModel.checkpoints" title="genai.types.TunedModel.checkpoints"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoints</span> <span class="pre">(list[genai.types.TunedModelCheckpoint]</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModel.endpoint" title="genai.types.TunedModel.endpoint"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoint</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModel.model" title="genai.types.TunedModel.model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModel.checkpoints">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelCheckpoint" title="genai.types.TunedModelCheckpoint"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelCheckpoint</span></code></a><span class="pre">]]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModel.checkpoints" title="Link to this definition">¶</a></dt>
-<dd><p>The checkpoints associated with this TunedModel.
-This field is only populated for tuning jobs that enable intermediate
-checkpoints.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModel.endpoint">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModel.endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A resource name of an Endpoint.
-Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModel.model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModel.model" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The resource name of the TunedModel.
-Format: <cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite>
-When tuning from a base model, the version_id will be 1.
-For continuous tuning, the version id will be incremented by 1 from the
-last version id in the parent model. E.g., <cite>projects/{project}/locations/{location}/models/{model}&#64;{last_version_id + 1}</cite></p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelCheckpoint</span></span><a class="headerlink" href="#genai.types.TunedModelCheckpoint" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>TunedModelCheckpoint for the Tuned Model of a Tuning Job.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelCheckpoint for the Tuned Model of a Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;checkpointId&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ID of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Checkpointid&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;epoch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The epoch of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Epoch&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;step&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The step of the checkpoint.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Step&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n      &quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.checkpoint_id" title="genai.types.TunedModelCheckpoint.checkpoint_id"><code class="xref py py-obj docutils literal notranslate"><span class="pre">checkpoint_id</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.endpoint" title="genai.types.TunedModelCheckpoint.endpoint"><code class="xref py py-obj docutils literal notranslate"><span class="pre">endpoint</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.epoch" title="genai.types.TunedModelCheckpoint.epoch"><code class="xref py py-obj docutils literal notranslate"><span class="pre">epoch</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModelCheckpoint.step" title="genai.types.TunedModelCheckpoint.step"><code class="xref py py-obj docutils literal notranslate"><span class="pre">step</span> <span class="pre">(int</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.checkpoint_id">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'checkpointId')</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the checkpoint.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.endpoint">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>The Endpoint resource name that the checkpoint is deployed to.
-Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.epoch">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.epoch" title="Link to this definition">¶</a></dt>
-<dd><p>The epoch of the checkpoint.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpoint.step">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpoint.step" title="Link to this definition">¶</a></dt>
-<dd><p>The step of the checkpoint.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelCheckpointDict</span></span><a class="headerlink" href="#genai.types.TunedModelCheckpointDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>TunedModelCheckpoint for the Tuned Model of a Tuning Job.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.checkpoint_id">
-<span class="sig-name descname"><span class="pre">checkpoint_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.checkpoint_id" title="Link to this definition">¶</a></dt>
-<dd><p>The ID of the checkpoint.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.endpoint">
-<span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>The Endpoint resource name that the checkpoint is deployed to.
-Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.epoch">
-<span class="sig-name descname"><span class="pre">epoch</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.epoch" title="Link to this definition">¶</a></dt>
-<dd><p>The epoch of the checkpoint.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelCheckpointDict.step">
-<span class="sig-name descname"><span class="pre">step</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelCheckpointDict.step" title="Link to this definition">¶</a></dt>
-<dd><p>The step of the checkpoint.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.TunedModelDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelDict</span></span><a class="headerlink" href="#genai.types.TunedModelDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>TunedModel for the Tuned Model of a Tuning Job.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelDict.checkpoints">
-<span class="sig-name descname"><span class="pre">checkpoints</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code><span class="pre">[</span><a class="reference internal" href="#genai.types.TunedModelCheckpointDict" title="genai.types.TunedModelCheckpointDict"><code class="xref py py-class docutils literal notranslate"><span class="pre">TunedModelCheckpointDict</span></code></a><span class="pre">]]</span></em><a class="headerlink" href="#genai.types.TunedModelDict.checkpoints" title="Link to this definition">¶</a></dt>
-<dd><p>The checkpoints associated with this TunedModel.
-This field is only populated for tuning jobs that enable intermediate
-checkpoints.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelDict.endpoint">
-<span class="sig-name descname"><span class="pre">endpoint</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelDict.endpoint" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. A resource name of an Endpoint.
-Format: <cite>projects/{project}/locations/{location}/endpoints/{endpoint}</cite>.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelDict.model">
-<span class="sig-name descname"><span class="pre">model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelDict.model" title="Link to this definition">¶</a></dt>
-<dd><p>Output only. The resource name of the TunedModel.
-Format: <cite>projects/{project}/locations/{location}/models/{model}&#64;{version_id}</cite>
-When tuning from a base model, the version_id will be 1.
-For continuous tuning, the version id will be incremented by 1 from the
-last version id in the parent model. E.g., <cite>projects/{project}/locations/{location}/models/{model}&#64;{last_version_id + 1}</cite></p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfo">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelInfo</span></span><a class="headerlink" href="#genai.types.TunedModelInfo" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>A tuned machine learning model.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TunedModelInfo&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A tuned machine learning model.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;baseModel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ID of the base model that you want to tune.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Basemodel&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;createTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was created.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Createtime&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;updateTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Date and time when the base model was last updated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updatetime&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
-<span class="p">}</span>
-</pre></div>
-</div>
-</details></p><dl class="field-list simple">
-<dt class="field-odd">Fields<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><a class="reference internal" href="#genai.types.TunedModelInfo.base_model" title="genai.types.TunedModelInfo.base_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">base_model</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModelInfo.create_time" title="genai.types.TunedModelInfo.create_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">create_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-<li><p><a class="reference internal" href="#genai.types.TunedModelInfo.update_time" title="genai.types.TunedModelInfo.update_time"><code class="xref py py-obj docutils literal notranslate"><span class="pre">update_time</span> <span class="pre">(datetime.datetime</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
-</ul>
-</dd>
-<dt class="field-even">Validators<span class="colon">:</span></dt>
-<dd class="field-even"><p></p></dd>
-</dl>
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfo.base_model">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'baseModel')</span></em><a class="headerlink" href="#genai.types.TunedModelInfo.base_model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the base model that you want to tune.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfo.create_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'createTime')</span></em><a class="headerlink" href="#genai.types.TunedModelInfo.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Date and time when the base model was created.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute pydantic_field">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfo.update_time">
-<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><em class="property"> <span class="pre">(alias</span> <span class="pre">'updateTime')</span></em><a class="headerlink" href="#genai.types.TunedModelInfo.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Date and time when the base model was last updated.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Validated by<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict">
-<em class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TunedModelInfoDict</span></span><a class="headerlink" href="#genai.types.TunedModelInfoDict" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">TypedDict</span></code></p>
-<p>A tuned machine learning model.</p>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict.base_model">
-<span class="sig-name descname"><span class="pre">base_model</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelInfoDict.base_model" title="Link to this definition">¶</a></dt>
-<dd><p>ID of the base model that you want to tune.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict.create_time">
-<span class="sig-name descname"><span class="pre">create_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelInfoDict.create_time" title="Link to this definition">¶</a></dt>
-<dd><p>Date and time when the base model was created.</p>
-</dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="genai.types.TunedModelInfoDict.update_time">
-<span class="sig-name descname"><span class="pre">update_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.TunedModelInfoDict.update_time" title="Link to this definition">¶</a></dt>
-<dd><p>Date and time when the base model was last updated.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class pydantic_model">
-<dt class="sig sig-object py" id="genai.types.TuningDataStats">
-<em class="property"><span class="pre">pydantic</span> <span class="pre">model</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">genai.types.</span></span><span class="sig-name descname"><span class="pre">TuningDataStats</span></span><a class="headerlink" href="#genai.types.TuningDataStats" title="Link to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></p>
-<p>The tuning data statistic values for TuningJob.</p>
-<p>This data type is not supported in Gemini API.</p>
-<p>Create a new model by parsing and validating input data from keyword arguments.</p>
-<p>Raises [<cite>ValidationError</cite>][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.</p>
-<p><cite>self</cite> is explicitly positional-only to allow <cite>self</cite> as a field name.</p>
-<p><details  class="autodoc_pydantic_collapsable_json">
-<summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
-<span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TuningDataStats&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tuning data statistic values for TuningJob.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
-<span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;distillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DistillationDataStats&quot;</span>
+<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for distillation prompt dataset. These statistics do not include the responses sampled from the teacher model.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;preferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PreferenceOptimizationDataStats&quot;</span>
+<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for preference optimization.&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;supervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SupervisedTuningDataStats&quot;</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
 <span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The SFT Tuning data stats.&quot;</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;reinforcementTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="p">{</span>
-<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics for reinforcement tuning.&quot;</span>
-<span class="w">      </span><span class="p">}</span>
-<span class="w">   </span><span class="p">},</span>
-<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">      </span><span class="nt">&quot;Blob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A content blob.\n\nA Blob contains data of a specific media type. It is used to represent images,\naudio, and video.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
@@ -192209,7 +255214,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The raw bytes of the data.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -192222,8 +255227,29 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -192237,555 +255263,699 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Blob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;CodeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Result of executing the ExecutableCode.\n\nGenerated only when the `CodeExecution` tool is used.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Outcome&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Outcome of the code execution.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Contains stdout when code execution is successful, stderr or other description otherwise.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The identifier of the `ExecutableCode` part this result is for. Only populated if the corresponding `ExecutableCode` has an id.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CodeExecutionResult&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Part&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of parts that constitute a single message. Each part may have\n      a different IANA MIME type.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;role&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The producer of the content. Must be either &#39;user&#39; or &#39;model&#39;. If not set, the service will default to &#39;user&#39;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Role&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Content&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Distribution computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;buckets&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistributionDistributionBucket&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Defines the histogram bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Buckets&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;max&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The maximum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Max&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The arithmetic mean of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mean&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;median&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The median of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Median&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;min&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The minimum of the population values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Min&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p5&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 5th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P5&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;p95&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The 95th percentile of the values in the population.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;P95&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;sum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sum of a given population of values.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sum&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistribution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dataset bucket used to create a histogram for the distribution given a population of values.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;count&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of values in the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Count&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;left&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Left bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Left&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;right&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Right bound of the bucket.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Right&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetDistributionDistributionBucket&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed over a tuning dataset.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillablecharactercount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalTuningCharacterCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning characters in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totaltuningcharactercount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user messages in the training dataset uri.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userMessagePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the messages per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contentsPerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the number of contents per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;reinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningUserDatasetExamples&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user dataset examples in the training dataset uri for Reinforcement Tuning.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DatasetStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;DistillationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics for distillation prompt dataset.\n\nThese statistics do not include the responses sampled from the teacher model.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;trainingDatasetStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetStats&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Statistics computed for the training dataset.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationDataStats&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ExecutableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code generated by the model that is meant to be executed, and the result returned to the model.\n\nGenerated when using the `CodeExecution` tool, in which the code will be\nautomatically executed, and a corresponding CodeExecutionResult will also be\ngenerated.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The code to be executed.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Language&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Programming language of the `code`.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Unique identifier of the `ExecutableCode` part. The server returns the `CodeExecutionResult` with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI-based data.\n\nA FileData message contains a URI pointing to data of a specific media type.\nIt is used to represent images, audio, and video stored in Google Cloud\nStorage.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The URI of the file in Google Cloud Storage.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted FunctionCall returned from the model that contains a string representing the FunctionDeclaration.name and a structured JSON object containing the parameters and their values.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
@@ -192795,51 +255965,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The unique id of the function call. If populated, the client to execute the `function_call` and return the response with the matching `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;args&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The function parameters and values in JSON object format. See FunctionDeclaration.parameters for parameter details.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the function to call. Matches FunctionDeclaration.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partialArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartialArg&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The partial argument value of the function call. If provided, represents the arguments/fields that are streamed incrementally. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partialargs&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -192851,785 +256018,836 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is the last part of the FunctionCall. If true, another partial message for the current FunctionCall is expected to follow. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed for datasets used for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. This may still trigger the model generation. To avoid triggering the generation and finish the function call, additionally set `scheduling` to `SILENT`. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseScheduling&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;parts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scoreVariancePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponsePart&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Ordered `Parts` that constitute a function response. Parts may have different IANA MIME types.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parts&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores variance per example.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;scoresDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Id&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Matches FunctionDeclaration.name and FunctionCall.name.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The function response in JSON object format. Use \&quot;output\&quot; key to specify function output and \&quot;error\&quot; key to specify error details (if any). If \&quot;output\&quot; and \&quot;error\&quot; keys are not specified, then whole \&quot;response\&quot; is treated as function output.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Response&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponse&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseBlob&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw media bytes for function response.\n\nText should not be sent as raw bytes, use the &#39;text&#39; field.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;data&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExample&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Raw bytes.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user examples in the training dataset.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseBlob&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseFileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data for function response.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. URI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Fileuri&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The IANA standard MIME type of the source data.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mimetype&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Display name of the file data. Used to provide a label or filename to distinguish file datas. This field is only returned in PromptMessage for prompt management. It is currently used in the Gemini GenerateContent calls only when server side tools (code_execution, google_search, and url_context) are enabled.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseFileData&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponsePart&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media that is part of a `FunctionResponse` message.\n\nA `FunctionResponsePart` consists of data which has an associated datatype. A\n`FunctionResponsePart` can only contain one of the accepted types in\n`FunctionResponsePart.data`. A `FunctionResponsePart` must have a fixed IANA\nMIME type identifying the type and subtype of the media if the `inline_data`\nfield is filled with raw bytes.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseBlob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Inline media bytes.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponseFileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;URI based data. This field is not supported in Gemini API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponsePart&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;FunctionResponseScheduling&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies how the response should be scheduled in the conversation.\n\nOnly applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults\nto WHEN_IDLE.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;SCHEDULING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;SILENT&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;WHEN_IDLE&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;INTERRUPT&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionResponseScheduling&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Input example for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExampleCompletion&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of completions for a given prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completions&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Completion and its preference score.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;completion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single turn completion for the given prompt.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The score for the given completion.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Score&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GeminiPreferenceExampleCompletion&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Language&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Programming language of the `code`.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;LANGUAGE_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;PYTHON&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Language&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_PROCESSING_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;STATIC&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;AGENTIC&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MediaProcessing&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Outcome&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome of the code execution.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_OK&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_FAILED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;OUTCOME_DEADLINE_EXCEEDED&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outcome&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;Part&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A datatype containing media content.\n\nExactly one field within a Part should be set, representing the specific type\nof content being conveyed. Using multiple fields within the same `Part`\ninstance is considered invalid.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;mediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;codeExecutionResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/CodeExecutionResult&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of executing the ExecutableCode.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;executableCode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExecutableCode&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Code generated by the model that is intended to be executed.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;fileData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileData&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The URI-based data of the part. This can be used to include files from Google Cloud Storage.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A predicted function call returned from the model. This contains the name of the function to call and the arguments to pass to the function.&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;functionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The result of a function call. This is used to provide the model with the result of a function call that it predicted.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;inlineData&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Blob&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The inline data content of the part. This can be used to include images, audio, or video in a request.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The text content of the part. When sent from the VSCode Gemini Code Assist extension, references to @mentioned items will be converted to markdown boldface text. For example `@my-repo` will be converted to and sent as `**my-repo**` by the IDE agent.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Text&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thought&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates whether the `part` represents the model&#39;s thought process or reasoning.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thought&quot;</span>
-<span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;thoughtSignature&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;base64url&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. An opaque signature for the thought so it can be reused in subsequent requests.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Thoughtsignature&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Can either be a boolean or an object; controls the presence of additional properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additionalproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;videoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VideoMetadata&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Video metadata. The metadata should only be specified while the video data is presented in inline_data or file_data.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. A map of definitions for use by `ref` Only allowed at the root of the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defs&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCall&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Server-side tool call. This field is populated when the model predicts a tool invocation that should be executed on the server. The client is expected to echo this message back to the API.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Allows indirect references between schema nodes. The value should be a valid reference to a child of the root `defs`. For example, the following schema defines a reference to a schema node named \&quot;Pet\&quot;: type: object properties: pet: ref: #/defs/Pet defs: Pet: type: object properties: name: type: string The value of the \&quot;pet\&quot; property is a reference to the schema node named \&quot;Pet\&quot;. See details in https://json-schema.org/understanding-json-schema/structuring&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ref&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;toolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolResponse&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side ToolCall execution. This field is populated by the client with the results of executing the corresponding ToolCall.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The instance must be valid against any (one or more) of the subschemas listed in `any_of`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Anyof&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;partMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Custom metadata associated with the Part. Agents using genai.Part as content representation may need to keep track of the additional information. For example it can be name of a file/source from which the Part originates or a way to multiplex multiple Part streams. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partmetadata&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Default value to use if the field is not specified.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Default&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;audioTranscription&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Transcription&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The transcription of the audio part.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the data. The model uses this field to understand the purpose of the schema and how to use it. It is a best practice to provide a clear and descriptive explanation for the schema and its properties here, rather than in the prompt.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;mediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/MediaProcessing&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes this part&#39;s media for understanding.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Part&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Media resolution for the input media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Possible values of the field. This field can be used to restrict a value to a fixed set of values. To mark a field as an enum, set `format` to `enum` and provide the list of possible values in `enum`. For example: 1. To define directions: `{type:STRING, format:enum, enum:[\&quot;EAST\&quot;, \&quot;NORTH\&quot;, \&quot;SOUTH\&quot;, \&quot;WEST\&quot;]}` 2. To define apartment numbers: `{type:INTEGER, format:enum, enum:[\&quot;101\&quot;, \&quot;201\&quot;, \&quot;301\&quot;]}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;example&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PartMediaResolutionLevel&quot;</span>
-<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.\n    &quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Example of an instance of this schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Example&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numTokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the required sequence length for media tokenization.\n    &quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numtokens&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolution&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartMediaResolutionLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The tokenization quality used for given media.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_UNSPECIFIED&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_LOW&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_MEDIUM&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_HIGH&quot;</span><span class="p">,</span>
-<span class="w">            </span><span class="s2">&quot;MEDIA_RESOLUTION_ULTRA_HIGH&quot;</span>
-<span class="w">         </span><span class="p">],</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartMediaResolutionLevel&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PartialArg&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Partial argument value of the function call.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;boolValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The format of the data. For `NUMBER` type, format can be `float` or `double`. For `INTEGER` type, format can be `int32` or `int64`. For `STRING` type, format can be `email`, `byte`, `date`, `date-time`, `password`, and other formats to further refine the data type.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Format&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a boolean value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Boolvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `items` specifies the schema of elements in the array.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;jsonPath&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. A JSON Path (RFC 9535) to the argument being streamed. https://datatracker.ietf.org/doc/html/rfc9535. e.g. \&quot;$.foo.bar[0].data\&quot;.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jsonpath&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `max_items` specifies the maximum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxitems&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;nullValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;const&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NULL_VALUE&quot;</span><span class="p">,</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a null value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `max_length` specifies the maximum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;numberValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maxProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a double value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numbervalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `max_properties` specifies the maximum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;stringValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;maximum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Represents a string value.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Stringvalue&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `maximum` specifies the maximum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;willContinue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minItems&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Whether this is not the last part of the same json_path. If true, another PartialArg message for the current json_path is expected to follow.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Willcontinue&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartialArg&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Statistics computed for datasets used for preference optimization.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleIndices&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `ARRAY`, `min_items` specifies the minimum number of items in an array.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minitems&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;minLength&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. A partial sample of the indices (starting from 1) of the dropped examples.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexampleindices&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `min_length` specifies the minimum length of the string.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minlength&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;droppedExampleReasons&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. For each index in `dropped_example_indices`, the user-facing reason why the example was dropped.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Droppedexamplereasons&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `min_properties` specifies the minimum number of properties that can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minproperties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scoreVariancePerExampleDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;minimum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores variance per example.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `INTEGER` or `NUMBER`, `minimum` specifies the minimum allowed value.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Minimum&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;scoresDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;nullable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for scores.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Indicates if the value of this field can be null.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Nullable&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;totalBillableTokenCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;pattern&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of billable tokens in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Totalbillabletokencount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `STRING`, `pattern` specifies a regular expression that the string must match.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Pattern&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningDatasetExampleCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of examples in the tuning dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningdatasetexamplecount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `properties` is a map of property names to schema definitions for each property of the object.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Properties&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;tuningStepCount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;propertyOrdering&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Number of tuning steps for this Tuning Job.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuningstepcount&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Order of properties displayed or used where order matters. This is not a standard field in OpenAPI specification, but can be used to control the order of properties.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Propertyordering&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GeminiPreferenceExample&quot;</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                     </span><span class="p">},</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
@@ -193638,58 +256856,75 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Sample user examples in the training dataset.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If type is `OBJECT`, `required` lists the names of properties that must be present.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userInputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user input tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Title for the schema.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Title&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;userOutputTokenDistribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DatasetDistribution&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Type&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. Dataset distributions for the user output tokens.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Data type of the schema field.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationDataStats&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningExample&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing format for Gemini Reinforcement Tuning examples on Vertex.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;contents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multi-turn contents that represents the Prompt.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contents&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;references&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -193702,47 +256937,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References for the given prompt. The key is the name of the reference, and the value is the reference itself.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;References&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
 <span class="w">            </span><span class="p">},</span>
-<span class="w">            </span><span class="nt">&quot;systemInstruction&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Content&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
-<span class="w">            </span><span class="p">}</span>
-<span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
-<span class="w">      </span><span class="p">},</span>
-<span class="w">      </span><span class="nt">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sample reinforcement tuning user data in the training dataset.\n\nThe contents are truncated for better UI showing. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">            </span><span class="nt">&quot;userDatasetExamples&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
 <span class="w">                  </span><span class="p">{</span>
-<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
-<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ReinforcementTuningExample&quot;</span>
-<span class="w">                     </span><span class="p">},</span>
-<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
 <span class="w">                  </span><span class="p">},</span>
 <span class="w">                  </span><span class="p">{</span>
 <span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of user datasset examples showing to user.&quot;</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userdatasetexamples&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningUserDatasetExamples&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SupervisedTuningDataStats&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -194090,6 +257341,178 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SupervisedTuningDatasetDistributionDatasetBucket&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
@@ -194137,6 +257560,109 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
@@ -194274,6 +257800,266 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Transcription&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Type&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Data type of the schema field.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;STRING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NUMBER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BOOLEAN&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ARRAY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OBJECT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NULL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
@@ -194321,6 +258107,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
@@ -195366,6 +259159,129 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AggregationResult&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The generic reusable api auth config.\n\nDeprecated. Please use AuthConfig (google/cloud/aiplatform/master/auth.proto)\ninstead. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuthApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuth&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API secret. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecretVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The SecretManager secret version resource name storing API key. e.g. projects/{project}/secrets/{secret}/versions/{version}&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecretversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API key string. Either this or `api_key_secret_version` must be set.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiAuthApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for authentication with API key.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKeySecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The name of the SecretManager secret version resource storing the API key. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If both `api_key_secret` and `api_key_string` are specified, this field takes precedence over `api_key_string`. - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeysecret&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyString&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key to be used in the request directly.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikeystring&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpElementLocation&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The location of the API key.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The parameter name of the API key. E.g. If the API request is \&quot;https://example.com/act?api_key=\&quot;, \&quot;api_key\&quot; would be the parameter name.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiKeyConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ApiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;API_SPEC_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SIMPLE_SEARCH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ELASTIC_SEARCH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ApiSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;AspectRatio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The aspect ratio for the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -195464,7 +259380,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -195575,6 +259491,223 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AudioTranscriptionConfigMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiKeyConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiKeyConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for API key auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthType&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigGoogleServiceAccountConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigHttpBasicAuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic auth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOauthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;oidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfigOidcConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Google Service Account Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigGoogleServiceAccountConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for HTTP Basic Authentication.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;credentialSecret&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Credentialsecret&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigHttpBasicAuthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOauthConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user oauth. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;accessToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Accesstoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOauthConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthConfigOidcConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for user OIDC auth.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;idToken&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Idtoken&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;serviceAccount&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Serviceaccount&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthConfigOidcConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;AuthType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Type of auth scheme. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;AUTH_TYPE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NO_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;API_KEY_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_BASIC_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;GOOGLE_SERVICE_ACCOUNT_AUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OAUTH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;OIDC_AUTH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AuthType&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;AutoraterConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Autorater config used for evaluation.&quot;</span><span class="p">,</span>
@@ -195634,6 +259767,16 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;AutoraterConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the function Behavior.\n\nIf not specified, the system keeps the current function call behavior. This\nfield is currently only supported by the BidiGenerateContent method.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCKING&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;NON_BLOCKING&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Behavior&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;BigQuerySource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The BigQuery location for the input content.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -195725,7 +259868,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -195893,6 +260036,71 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputationBasedMetricType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ComputerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support computer use.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Environment&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The environment being operated.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludedPredefinedFunctions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. By default, [predefined functions](https://cloud.google.com/vertex-ai/generative-ai/docs/computer-use#supported-actions) are included in the final model call. Some of them can be explicitly excluded from being automatically included. This can serve two purposes: 1. Using a more restricted / different action space. 2. Improving the definitions / instructions of predefined functions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedpredefinedfunctions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enablePromptInjectionDetection&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables the prompt injection detection check on computer-use request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablepromptinjectiondetection&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;disabledSafetyPolicies&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyPolicy&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Disabled safety policies for computer use. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disabledsafetypolicies&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ComputerUse&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Content&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Contains the multi-part content of a message.&quot;</span><span class="p">,</span>
@@ -195967,6 +260175,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
@@ -196665,6 +260886,48 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DistillationSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Describes the options to customize dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Dynamicthreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfigMode&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The mode of the predictor to be used in dynamic retrieval.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;MODE_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;MODE_DYNAMIC&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;DynamicRetrievalConfigMode&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;EncryptionSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -196686,6 +260949,53 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EncryptionSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;EnterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to search public web data, powered by Vertex AI Search and Sec4 compliance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EnterpriseWebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Environment&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The environment being operated.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_BROWSER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_MOBILE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ENVIRONMENT_DESKTOP&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Environment&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;EvaluateDatasetResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The results from an evaluation run performed by the EvaluationService.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -196917,6 +261227,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
@@ -196989,6 +261312,141 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExecutableCode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from data source powered by external API for grounding.\n\nThe external API is not owned by Google, but need to follow the pre-defined\nAPI spec. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiAuth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiAuth&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Deprecated. Please use auth_config instead.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ApiSpec&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The API spec that the external API implements.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;elasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiElasticSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the elastic search API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;endpoint&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The endpoint of the external API. The system will call the API at this endpoint to retrieve the data for grounding. Example: https://acme.com:443/search&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endpoint&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;simpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApiSimpleSearchParams&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parameters for the simple search API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApi&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for the ELASTIC_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;index&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch index to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Index&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;numHits&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of hits (chunks) to request. When specified, it is passed to Elasticsearch as the `num_hits` param.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Numhits&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;searchTemplate&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The ElasticSearch search template to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Searchtemplate&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiElasticSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The search parameters to use for SIMPLE_SEARCH spec.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExternalApiSimpleSearchParams&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FeatureSelectionPreference&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Options for feature selection preference.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -197014,7 +261472,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -197047,6 +261505,56 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileData&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The FileSearch tool that retrieves knowledge from Semantic Retrieval corpora.\n\nFiles are imported to Semantic Retrieval corpora using the ImportFile API.\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;fileSearchStoreNames&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The names of the file_search_stores to retrieve from. Example: `fileSearchStores/my-file-search-store-123`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filesearchstorenames&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of semantic retrieval chunks to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Metadata filter to apply to the semantic retrieval documents and chunks.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FileSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FullFineTuningSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tuning Spec for Full Fine Tuning.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -197170,6 +261678,98 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;FunctionDeclaration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Structured representation of a function declaration as defined by the [OpenAPI 3.0 specification](https://spec.openapis.org/oas/v3.0.3).\n\nIncluded in this declaration are the function name, description, parameters\nand response type. This FunctionDeclaration is a representation of a block of\ncode that can be used as a `Tool` by the model and executed by the client.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Description&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots, colons and dashes, with a maximum length of 128.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parametersJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the parameters to the function in JSON Schema format. The schema must describe an object where the properties are the parameters to the function. For example: ``` { \&quot;type\&quot;: \&quot;object\&quot;, \&quot;properties\&quot;: { \&quot;name\&quot;: { \&quot;type\&quot;: \&quot;string\&quot; }, \&quot;age\&quot;: { \&quot;type\&quot;: \&quot;integer\&quot; } }, \&quot;additionalProperties\&quot;: false, \&quot;required\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;], \&quot;propertyOrdering\&quot;: [\&quot;name\&quot;, \&quot;age\&quot;] } ``` This field is mutually exclusive with `parameters`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parametersjsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;response&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Schema&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;responseJsonSchema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Describes the output from this function in JSON Schema format. The value specified by the schema is the response value of the function. This field is mutually exclusive with `response`.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Responsejsonschema&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;behavior&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Behavior&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the function Behavior. If not specified, the system keeps the current function call behavior. This field is currently only supported by the BidiGenerateContent method.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;FunctionDeclaration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;FunctionResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The result output from a FunctionCall that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model.\n\nThis should contain the result of a `FunctionCall` made based on model\nprediction.&quot;</span><span class="p">,</span>
@@ -197842,7 +262442,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -197940,6 +262540,97 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GenerationConfigRoutingConfigManualRoutingMode&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve knowledge from Google Maps.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;authConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/AuthConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The authentication config to access the API. Only API key is supported. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableWidget&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Deprecated. The Google Maps contextual widget behavior in Grounding with Google Maps is being deprecated; this field is planned for removal and no longer has any effect once removed. Optional. Whether to return a widget context token in the GroundingMetadata of the response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablewidget&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;groundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsGroundingTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specifies the types of Google Maps grounding to enable. Defaults to `places` when unset. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMaps&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines the types of Google Maps grounding that can be enabled and their configurations.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;places&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsPlaces&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Places. This is the default grounding type when no `GroundingTypes` are specified.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;routing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMapsRouting&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Enables grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsGroundingTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsPlaces&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Places data (e.g.\n\nQueryPlaces). This is the default Google Maps grounding type when no other\ntype is specified. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsPlaces&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleMapsRouting&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Grounding with Google Maps Routing APIs (ComputeRoutes and SearchAlongRoute).\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleMapsRouting&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -197991,6 +262682,99 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch tool type.\n\nTool to support Google Search in Model. Powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;searchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SearchTypes&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The set of search types to enable. If not set, web search is enabled by default.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;blockingConfidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PhishBlockThreshold&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Sites with confidence level chosen &amp; above this value will be blocked from the search results. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;excludeDomains&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. List of domains to be excluded from the search results. The default limit is 2000 domains. Example: [\&quot;amazon.com\&quot;, \&quot;facebook.com\&quot;]. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Excludedomains&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeRangeFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Interval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter search results to a specific time range. If customers set a start time, they must set an end time (and vice versa). This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;GoogleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to retrieve public web data for grounding, powered by Google.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dynamicRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/DynamicRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the dynamic retrieval configuration for the given source.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleSearchRetrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpElementLocation&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The location of the API key. This enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_QUERY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_HEADER&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_PATH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_BODY&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;HTTP_IN_COOKIE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpElementLocation&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
@@ -198085,6 +262869,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageResponseFormat&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ImageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image search for grounding and related configurations.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ImageSize&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The size of the image output.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -198097,6 +262888,42 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ImageSize&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Interval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive).\n\nThe start must be less than or equal to the end. When the start equals the\nend, the interval is empty (matches no time). When both start and end are\nunspecified, the interval matches any time.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;endTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Exclusive end of the interval. If specified, a Timestamp matching this interval will have to be before the end.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Endtime&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;startTime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;date-time&quot;</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Inclusive start of the interval. If specified, a Timestamp matching this interval will have to be the same or after the start.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starttime&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Interval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;JobState&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Job state.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -198276,6 +263103,39 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;MatchOperation&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;McpServer&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A MCPServer is a server that can be called by the model to perform actions.\n\nIt is a server that implements the MCP protocol. Next ID: 7. This data type is\nnot supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The name of the MCPServer.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Name&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;streamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/StreamableHttpTransport&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;McpServer&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;MediaProcessing&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;How the model processes input media for understanding.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -198847,6 +263707,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PartnerModelTuningSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PhishBlockThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sites with confidence level chosen &amp; above this value will be blocked from the search results.\n\nThis enum is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;PHISH_BLOCK_THRESHOLD_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_HIGHER_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_VERY_HIGH_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_EXTREMELY_HIGH&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PhishBlockThreshold&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;PointwiseMetricResult&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Spec for pointwise metric result.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -199303,6 +264177,205 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PreferenceOptimizationSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the context retrieval config.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigFilter&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for filters.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;hybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigHybridSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Hybrid Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ranking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRanking&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for ranking and reranking.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;topK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The number of contexts to retrieve.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Topk&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for filters. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;metadataFilter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. String for metadata filtering.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Metadatafilter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorSimilarityThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only returns contexts with vector similarity larger than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectorsimilaritythreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigFilter&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Hybrid Search. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;alpha&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Alpha&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigHybridSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for ranking and reranking.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;llmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingLlmRanker&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for LlmRanker.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;rankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfigRankingRankService&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for Rank Service.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRanking&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for LlmRanker. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name used for ranking. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/inference#supported-models).&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingLlmRanker&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config for Rank Service. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;modelName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The model name of the rank service. Format: `semantic-ranker-512@latest`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Modelname&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RagRetrievalConfigRankingRankService&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RawOutput&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Raw output. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -199539,6 +264612,22 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Corresponds to system_instruction in user-facing GenerateContentRequest.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Tool&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Corresponds to tools in user-facing GenerateContentRequest.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tools&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningExample&quot;</span><span class="p">,</span>
@@ -200081,6 +265170,63 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResponseParseType&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defines a retrieval tool that model can call to access external knowledge.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;disableAttribution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. This option is no longer supported.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Disableattribution&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;externalApi&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ExternalApi&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Use data source powered by external API for grounding.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex AI Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStore&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieval&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;RougeMetricValue&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Rouge metric value for an instance.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -200209,6 +265355,21 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;RubricGenerationSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyPolicy&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;SAFETY_POLICY_UNSPECIFIED&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;FINANCIAL_TRANSACTIONS&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;SENSITIVE_DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;COMMUNICATION_TOOL&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ACCOUNT_CREATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;DATA_MODIFICATION&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;USER_CONSENT_MANAGEMENT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;LEGAL_TERMS_AND_AGREEMENTS&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyPolicy&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Schema&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema is used to define the format of input/output data.\n\nRepresents a select subset of an [OpenAPI 3.0 schema\nobject](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may\nbe added in the future as needed.&quot;</span><span class="p">,</span>
@@ -200552,6 +265713,38 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Schema&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SearchTypes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Different types of search that can be enabled on the GoogleSearch tool.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;webSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/WebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables web search. Only text results are returned.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imageSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ImageSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Setting this field enables image search. Image bytes are returned.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SearchTypes&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SingleReinforcementTuningRewardConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Single reinforcement tuning reward config.&quot;</span><span class="p">,</span>
@@ -200711,6 +265904,82 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SpeechConfig&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;StreamableHttpTransport&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A transport that can stream HTTP requests and responses.\n\nNext ID: 6. This data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional: Fields for authentication headers, timeouts, etc., if needed.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;sseReadTimeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for SSE read operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ssereadtimeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;terminateOnClose&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to close the client session when the transport closes.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Terminateonclose&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP timeout for regular operations.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;url&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The full URL for the MCPServer endpoint. Example: \&quot;https://api.example.com/mcp\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Url&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;StreamableHttpTransport&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SupervisedHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for SFT. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -201289,6 +266558,178 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ThinkingLevel&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;Tool&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool details of a tool that the model may use to generate a response.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;retrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/Retrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;computerUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ComputerUse&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support the model interacting directly with the computer. If enabled, it automatically populates computer-use specific Function Declarations.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;fileSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FileSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. FileSearch tool type. Tool to retrieve knowledge from Semantic Retrieval corpora. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. GoogleSearch tool type. Tool to support Google Search in Model. Powered by Google.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleMaps&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleMaps&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool that allows grounding the model&#39;s response with\n      geospatial context related to the user&#39;s query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolCodeExecution&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. CodeExecution tool type. Enables the model to execute code as part of generation.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enterpriseWebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/EnterpriseWebSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support searching public web data, powered by Vertex AI Search and Sec4 compliance. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;functionDeclarations&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/FunctionDeclaration&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Function tool type. One or more function declarations to be passed to the model along with the current user query. Model may decide to call a subset of these functions by populating FunctionCall in the response. User should provide a FunctionResponse for each function call in the next turn. Based on the function responses, Model will generate the final response back to the user. Maximum 512 function declarations can be provided.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Functiondeclarations&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;googleSearchRetrieval&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleSearchRetrieval&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Specialized retrieval tool that is powered by Google Search.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;parallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolParallelAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. If specified, Vertex AI will use Parallel.ai to search for information to answer user queries. The search results will be grounded on Parallel.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;urlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UrlContext&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Tool to support URL context retrieval.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;mcpServers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/McpServer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. MCP Servers to connect to. This field is not supported in Vertex AI.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Mcpservers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;exaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ToolExaAiSearch&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Uses Exa.ai to search for information to answer user queries. The search results will be grounded on Exa.ai and presented to the model for response generation. This field is not supported in Gemini API.&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolCall&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A predicted server-side `ToolCall` returned from the model.\n\nThis message contains information about a tool that the model wants to invoke.\nThe client is NOT expected to execute this `ToolCall`. Instead, the\nclient should pass this `ToolCall` back to the API in a subsequent turn\nwithin a `Content` message, along with the corresponding `ToolResponse`.&quot;</span><span class="p">,</span>
@@ -201336,6 +266777,109 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCall&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolCodeExecution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool that executes code generated by the model, and automatically returns the result to the model.\n\nSee also ExecutableCode and CodeExecutionResult, which are input and output to\nthis tool. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolCodeExecution&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolExaAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ExaAiSearch tool type.\n\nA tool that uses the Exa.ai search engine for grounding. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. The API key for ExaAiSearch.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. This field can be used to pass any parameter from the Exa.ai Search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolExaAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ToolParallelAiSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ParallelAiSearch tool type.\n\nA tool that uses the Parallel.ai search engine for grounding. This data type\nis not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;apiKey&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The API key for ParallelAiSearch. If an API key is not provided, the system will attempt to verify access by checking for an active Parallel.ai subscription through the Google Cloud Marketplace. See https://docs.parallel.ai/search/search-quickstart for more details.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apikey&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;customConfigs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Custom configs for ParallelAiSearch. This field can be used to pass any parameter from the Parallel.ai Search API. See the Parallel.ai documentation for the full list of available parameters and their usage: https://docs.parallel.ai/api-reference/search-beta/search Currently only `source_policy`, `excerpts`, `max_results`, `mode`, `fetch_policy` can be set via this field. For example: { \&quot;source_policy\&quot;: { \&quot;include_domains\&quot;: [\&quot;google.com\&quot;, \&quot;wikipedia.org\&quot;], \&quot;exclude_domains\&quot;: [\&quot;example.com\&quot;] }, \&quot;fetch_policy\&quot;: { \&quot;max_age_seconds\&quot;: 3600 } }&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Customconfigs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated: Use `enable_zero_data_retention` instead. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enabledataretention&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enableZeroDataRetention&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Instructs Vertex Grounding to use Parallel&#39;s Zero Data Retention Marketplace product. If this value is \&quot;false\&quot; or omitted, the Parallel Web Search for Grounding standard subscription will be used. If this value is \&quot;true\&quot;, the Parallel Web Search for Grounding - ZDR subscription will be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enablezerodataretention&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ToolParallelAiSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ToolResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The output from a server-side `ToolCall` execution.\n\nThis message contains the results of a tool invocation that was initiated by a\n`ToolCall` from the model. The client should pass this `ToolResponse` back to\nthe API in a subsequent turn within a `Content` message, along with the\ncorresponding `ToolCall`.&quot;</span><span class="p">,</span>
@@ -201858,6 +267402,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UnifiedMetric&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UrlContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Tool to support URL context.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UrlContext&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;VeoHyperParameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Hyperparameters for Veo. This data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
@@ -202045,6 +267596,244 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VeoTuningSpec&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex AI Search datastore or engine for grounding.\n\ndatastore and engine are mutually exclusive. See\nhttps://cloud.google.com/products/agent-builder. This data type is not\nsupported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStoreSpecs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexAISearchDataStoreSpec&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifications that define the specific DataStores to be searched, along with configurations for those data stores. This is only considered for Engines with multiple data stores. It should only be set if engine is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastorespecs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;datastore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;engine&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Engine&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter strings to be passed to the search API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxResults&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of search results to return per query. The default value is 10. The maximumm allowed value is 10.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxresults&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Define data stores within engine to filter on in a search call and configurations for those data stores.\n\nFor more information, see\nhttps://cloud.google.com/generative-ai-app-builder/docs/reference/rpc/google.cloud.discoveryengine.v1#datastorespec.\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Full resource name of DataStore, such as Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Datastore&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;filter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Filter specification to filter documents in the data store specified by data_store field. For more information on filtering, see [Filtering](https://cloud.google.com/generative-ai-app-builder/docs/filter-search-metadata)&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexAISearchDataStoreSpec&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStore&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Retrieve from Vertex RAG Store for grounding.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpora&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Deprecated. Please use rag_resources instead.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpora&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragResources&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/VertexRagStoreRagResource&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragresources&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragRetrievalConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/RagRetrievalConfig&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The retrieval config for the Rag query.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;similarityTopK&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Number of top k results to return from the selected corpora.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Similaritytopk&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;storeContext&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Currently only supported for Gemini Multimodal Live API. In Gemini Multimodal Live API, if `store_context` bool is specified, Gemini will leverage it to automatically memorize the interactions between the client and Gemini, and retrieve context when needed to augment the response generation for users&#39; ongoing and future interactions.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Storecontext&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;vectorDistanceThreshold&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Only return results with vector distance smaller than the threshold.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Vectordistancethreshold&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStore&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;VertexRagStoreRagResource&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The definition of the Rag resource.\n\nThis data type is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;ragCorpus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}`&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragcorpus&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;ragFileIds&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Ragfileids&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VertexRagStoreRagResource&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;VideoMetadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Provides metadata for a video, including the start and end offsets for clipping and the frame rate.&quot;</span><span class="p">,</span>
@@ -202155,6 +267944,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
@@ -202213,6 +268015,13 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VoiceConsentSignature&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;WebSearch&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Standard web search for grounding and related configurations.\n\nOnly text results are returned.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;WebSearch&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;WordInfo&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Information about a single recognized word.&quot;</span><span class="p">,</span>
@@ -204070,7 +269879,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. BCP-47 language codes providing hints about the languages present in the audio. If omitted or empty, defaults to automatic language detection.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Languagecodes&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;languageAuto&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -204322,6 +270131,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A string representing a user-defined function for evaluation.\n  Expected user to define the following function, e.g.:\n    def evaluate(instance: dict[str, Any]) -&gt; float:\n  Please include this function signature in the code snippet.\n  Instance is the evaluation instance, any fields populated in the instance\n  are available to the function as instance[field_name].&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Evaluationfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used; requests from regions where the sandbox is unavailable will fail with UNIMPLEMENTED.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomCodeExecutionSpec&quot;</span><span class="p">,</span>
@@ -204394,6 +270216,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Required. Python function for parsing results. The function should be defined within this string. The function takes a list of strings (LLM responses) and should return either a list of dictionaries (for rubrics) or a single dictionary (for a metric result). Example function signature: def parse(responses: list[str]) -&gt; list[dict[str, Any]] | dict[str, Any]: When parsing rubrics, return a list of dictionaries, where each dictionary represents a Rubric. Example for rubrics: [ { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is factual.\&quot;}}, \&quot;type\&quot;: \&quot;FACTUALITY\&quot;, \&quot;importance\&quot;: \&quot;HIGH\&quot; }, { \&quot;content\&quot;: {\&quot;property\&quot;: {\&quot;description\&quot;: \&quot;The response is fluent.\&quot;}}, \&quot;type\&quot;: \&quot;FLUENCY\&quot;, \&quot;importance\&quot;: \&quot;MEDIUM\&quot; } ] When parsing critique results, return a dictionary representing a MetricResult. Example for a metric result: { \&quot;score\&quot;: 0.8, \&quot;explanation\&quot;: \&quot;The model followed most instructions.\&quot;, \&quot;rubric_verdicts\&quot;: [...] } ... code for result extraction and aggregation&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Parsingfunction&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;codeExecutionRegion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The region to use for code execution. If set, the Code Execution Sandbox will be invoked in the specified region regardless of the request&#39;s originating region. Must be a region where the Code Execution Sandbox is available. Supported regions: northamerica-northeast1, southamerica-east1, us-central1, us-east1, us-east4, us-west1, us-west4, europe-central2, europe-north1, europe-southwest1, europe-west1, europe-west2, europe-west3, europe-west4, europe-west6, europe-west8, europe-west9, me-west1, asia-east1, asia-east2, asia-northeast1, asia-northeast3, asia-south1, asia-south2, asia-southeast1, australia-southeast2. If unset, the request&#39;s originating region is used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Codeexecutionregion&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;EvaluationParserConfigCustomCodeParserConfig&quot;</span><span class="p">,</span>
@@ -204737,7 +270572,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation. This field is not supported in Vertex AI.&quot;</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. Config for translation.&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;audioTranscriptionConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -206050,6 +271885,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;VideoResponseFormat&quot;</span><span class="p">,</span>
@@ -206282,11 +272130,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UpdateCachedContentConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for caches.update method.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;ttl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -206316,6 +272173,252 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expiretime&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
@@ -206425,11 +272528,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UpdateModelConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for updating a tuned model.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;displayName&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -206471,6 +272583,252 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Defaultcheckpointid&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
@@ -206578,11 +272936,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UploadFileConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override the default configuration.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -206624,6 +272991,252 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
 <span class="p">}</span>
 </pre></div>
@@ -206742,11 +273355,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UploadToFileSearchStoreConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for uploading a file to a FileSearchStore.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;shouldReturnHttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -206896,6 +273518,250 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;CustomMetadata&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;StringList&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User provided string values assigned to a single metadata key.\n\nThis data type is not supported in Vertex AI.&quot;</span><span class="p">,</span>
@@ -207598,11 +274464,20 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UpscaleImageConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for upscaling an image.\n\nFor more information on this configuration, refer to\nthe `Imagen API reference documentation\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api&gt;`_.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -207724,6 +274599,242 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -207734,6 +274845,14 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
@@ -207995,6 +275114,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UpscaleImageParameters&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User-facing config UpscaleImageParameters.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -208036,11 +275156,255 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Upscalefactor&quot;</span>
 <span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/UpscaleImageConfig&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Config&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for upscaling.&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;Image&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;An image.&quot;</span><span class="p">,</span>
@@ -208088,6 +275452,173 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Image&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;PersonGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the generation of people.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;DONT_ALLOW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ADULT&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ALLOW_ALL&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;PersonGeneration&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;SafetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enum that controls the safety filter level for objectionable content.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_LOW_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_MEDIUM_AND_ABOVE&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_ONLY_HIGH&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;BLOCK_NONE&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;SafetyFilterLevel&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;UpscaleImageConfig&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Configuration for upscaling an image.\n\nFor more information on this configuration, refer to\nthe `Imagen API reference documentation\n&lt;https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api&gt;`_.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputGcsUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cloud Storage URI used to store the generated images.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputgcsuri&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;safetyFilterLevel&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/SafetyFilterLevel&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Filter level for safety filtering.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;personGeneration&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/PersonGeneration&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Allows generation of people by the model.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;includeRaiReason&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to include a reason for filtered-out images in the\n      response.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Includeraireason&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputMimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The image format that the output should be saved as.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputmimetype&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;outputCompressionQuality&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The level of compression. Only applicable if the\n      ``output_mime_type`` is ``image/jpeg``.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Outputcompressionquality&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;enhanceInputImage&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Whether to add an image enhancing step before upscaling.\n      It is expected to suppress the noise and JPEG compression artifacts\n      from the input image.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Enhanceinputimage&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;imagePreservationFactor&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;With a higher image preservation factor, the original image\n      pixels are more respected. With a lower image preservation factor, the\n      output image will have be more different from the input image, but\n      with finer details and less noise.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Imagepreservationfactor&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;labels&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;User specified labels to track billing usage.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Labels&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;UpscaleImageConfig&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -209043,6 +276574,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">            </span><span class="s2">&quot;ON_DEMAND&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;ON_DEMAND_PRIORITY&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;ON_DEMAND_FLEX&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="s2">&quot;ON_DEMAND_OFFPEAK&quot;</span><span class="p">,</span>
 <span class="w">            </span><span class="s2">&quot;PROVISIONED_THROUGHPUT&quot;</span>
 <span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;TrafficType&quot;</span><span class="p">,</span>
@@ -209383,7 +276915,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the blob. Used to provide a label or filename to distinguish blobs. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server-side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;mimeType&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -209509,7 +277041,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">                  </span><span class="p">}</span>
 <span class="w">               </span><span class="p">],</span>
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled. This field is not supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The display name of the file. Used to provide a label or filename to distinguish files. This field is only returned in `PromptMessage` for prompt management. It is used in the Gemini calls only when server side tools (`code_execution`, `google_search`, and `url_context`) are enabled.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Displayname&quot;</span>
 <span class="w">            </span><span class="p">},</span>
 <span class="w">            </span><span class="nt">&quot;fileUri&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -210573,11 +278105,266 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <p><details  class="autodoc_pydantic_collapsable_json">
 <summary>Show JSON schema</summary><div class="highlight-json notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
 <span class="w">   </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ValidateRewardConfig&quot;</span><span class="p">,</span>
+<span class="w">   </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional parameters for tunings.validate_reward.&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
 <span class="w">   </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">      </span><span class="nt">&quot;httpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpOptions&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
-<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpoptions&quot;</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Used to override HTTP request options.&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">   </span><span class="p">},</span>
+<span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;HttpOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;baseUrl&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The base URL for the AI platform service endpoint.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Baseurl&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;baseUrlResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/ResourceScope&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The resource scope used to constructing the resource name when base_url is set&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;apiVersion&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Specifies the version of the API to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Apiversion&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;headers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Additional HTTP headers to be sent with the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Headers&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;timeout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout for the request in milliseconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Timeout&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;clientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Clientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;asyncClientArgs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Args passed to the async HTTP client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Asyncclientargs&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;extraBody&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extra parameters to add to the request body.\n      The structure must match the backend API&#39;s request structure.\n      - Gemini Enterprise Agent Platform backend API docs: https://cloud.google.com/vertex-ai/docs/reference/rest\n      - GeminiAPI backend API docs: https://ai.google.dev/api/rest&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Extrabody&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;retryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/HttpRetryOptions&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options for the request.&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpxAsyncClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom httpx async client to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpxasyncclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;aiohttpClient&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A custom aiohttp client session to be used for the request.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Aiohttpclient&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;HttpRetryOptions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HTTP retry options to be used in each of the requests.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;attempts&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum number of attempts, including the original request.\n      If 0 or 1, it means no retries. If not specified, default to 5.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Attempts&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;initialDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initial delay before the first retry, in fractions of a second. If not specified, default to 1.0 second.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Initialdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;maxDelay&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum delay between retries, in fractions of a second. If not specified, default to 60.0 seconds.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maxdelay&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;expBase&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Multiplier by which the delay increases after each attempt. If not specified, default to 2.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Expbase&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;jitter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;number&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Randomness factor for the delay. If not specified, default to 1.0.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Jitter&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;httpStatusCodes&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List of HTTP status codes that should trigger a retry.\n      If not specified, a default set of retryable codes (408, 429, and 5xx) may be used.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Httpstatuscodes&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;HttpRetryOptions&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;ResourceScope&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resource scope.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="s2">&quot;COLLECTION&quot;</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ResourceScope&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
@@ -210694,6 +278481,57 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;GoogleRpcStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs.\n\nIt is used by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details. You can\nfind out more about this error model and how to work with it in the [API\nDesign Guide](https://cloud.google.com/apis/design/errors). This data type is\nnot supported in Gemini API.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;code&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;The status code, which should be an enum value of google.rpc.Code.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Code&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;details&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;items&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                        </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">                        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">                     </span><span class="p">},</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;array&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A list of messages that carry the error details. There is a common set of message types for APIs to use.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Details&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;message&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client.&quot;</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Message&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">},</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;GoogleRpcStatus&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span>
+<span class="w">      </span><span class="p">},</span>
 <span class="w">      </span><span class="nt">&quot;HttpResponse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
 <span class="w">         </span><span class="nt">&quot;additionalProperties&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;A wrapper class for the http response.&quot;</span><span class="p">,</span>
@@ -210760,6 +278598,18 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. The user-requested auxiliary info for the reward function. This field is set only if the Cloud Run reward function configured by user returns a \&quot;user_requested_aux_info\&quot;. Refer to ReinforcementTuningCloudRunRewardScorer for more details.&quot;</span><span class="p">,</span>
 <span class="w">               </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Userrequestedauxinfo&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="nt">&quot;errorStatus&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;$ref&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;#/$defs/GoogleRpcStatus&quot;</span>
+<span class="w">                  </span><span class="p">},</span>
+<span class="w">                  </span><span class="p">{</span>
+<span class="w">                     </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">                  </span><span class="p">}</span>
+<span class="w">               </span><span class="p">],</span>
+<span class="w">               </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">               </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Output only. In case of an error for this reward, this field will be populated with a detailed error status.&quot;</span>
 <span class="w">            </span><span class="p">}</span>
 <span class="w">         </span><span class="p">},</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ReinforcementTuningRewardInfo&quot;</span><span class="p">,</span>
@@ -213599,6 +281449,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.&quot;</span><span class="p">,</span>
 <span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Gcsuri&quot;</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;resolution&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">         </span><span class="nt">&quot;anyOf&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span>
+<span class="w">            </span><span class="p">},</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">               </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;null&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">         </span><span class="p">],</span>
+<span class="w">         </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional. The video output resolution. Supported values: \&quot;360p\&quot;, \&quot;720p\&quot;, \&quot;1080p\&quot;, \&quot;4k\&quot;.&quot;</span><span class="p">,</span>
+<span class="w">         </span><span class="nt">&quot;title&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Resolution&quot;</span>
 <span class="w">      </span><span class="p">}</span>
 <span class="w">   </span><span class="p">},</span>
 <span class="w">   </span><span class="nt">&quot;$defs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
@@ -213646,6 +281509,7 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <li><p><a class="reference internal" href="#genai.types.VideoResponseFormat.delivery" title="genai.types.VideoResponseFormat.delivery"><code class="xref py py-obj docutils literal notranslate"><span class="pre">delivery</span> <span class="pre">(genai.types.Delivery</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 <li><p><a class="reference internal" href="#genai.types.VideoResponseFormat.duration" title="genai.types.VideoResponseFormat.duration"><code class="xref py py-obj docutils literal notranslate"><span class="pre">duration</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 <li><p><a class="reference internal" href="#genai.types.VideoResponseFormat.gcs_uri" title="genai.types.VideoResponseFormat.gcs_uri"><code class="xref py py-obj docutils literal notranslate"><span class="pre">gcs_uri</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
+<li><p><a class="reference internal" href="#genai.types.VideoResponseFormat.resolution" title="genai.types.VideoResponseFormat.resolution"><code class="xref py py-obj docutils literal notranslate"><span class="pre">resolution</span> <span class="pre">(str</span> <span class="pre">|</span> <span class="pre">None)</span></code></a></p></li>
 </ul>
 </dd>
 <dt class="field-even">Validators<span class="colon">:</span></dt>
@@ -213703,6 +281567,19 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 </dl>
 </dd></dl>
 
+<dl class="py attribute pydantic_field">
+<dt class="sig sig-object py" id="genai.types.VideoResponseFormat.resolution">
+<em class="property"><span class="pre">field</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#genai.types.VideoResponseFormat.resolution" title="Link to this definition">¶</a></dt>
+<dd><p>Optional. The video output resolution. Supported values: “360p”, “720p”, “1080p”, “4k”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Validated by<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">_check_field_type_mismatches</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -213735,6 +281612,17 @@ <h2>GAOS Client Resources<a class="headerlink" href="#gaos-client-resources" tit
 <dd><p>Optional. The Google Cloud Storage URI to store the video output. Required for Vertex if delivery is URI.</p>
 </dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="genai.types.VideoResponseFormatDict.resolution">
+<span class="sig-name descname"><span class="pre">resolution</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code><span class="pre">[</span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code><span class="pre">]</span></em><a class="headerlink" href="#genai.types.VideoResponseFormatDict.resolution" title="Link to this definition">¶</a></dt>
+<dd><p>“360p”, “720p”, “1080p”, “4k”.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Optional. The video output resolution. Supported values</p>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class pydantic_model">
diff --git a/docs/genindex.html b/docs/genindex.html
index 3154f8bba..ea2a5b035 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -1514,6 +1514,16 @@ <h2>C</h2>
 
         <ul>
           <li><a href="genai.html#genai.types.ToolDict.code_execution">(genai.types.ToolDict attribute)</a>
+</li>
+        </ul></li>
+        <li><a href="genai.html#genai.types.CustomCodeExecutionSpec.code_execution_region">code_execution_region (genai.types.CustomCodeExecutionSpec attribute)</a>
+
+        <ul>
+          <li><a href="genai.html#genai.types.CustomCodeExecutionSpecDict.code_execution_region">(genai.types.CustomCodeExecutionSpecDict attribute)</a>
+</li>
+          <li><a href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region">(genai.types.EvaluationParserConfigCustomCodeParserConfig attribute)</a>
+</li>
+          <li><a href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region">(genai.types.EvaluationParserConfigCustomCodeParserConfigDict attribute)</a>
 </li>
         </ul></li>
         <li><a href="genai.html#genai.types.GenerateContentResponse.code_execution_result">code_execution_result (genai.types.GenerateContentResponse property)</a>
@@ -1912,8 +1922,14 @@ <h2>C</h2>
           <li><a href="genai.html#genai.types.AuthConfigHttpBasicAuthConfigDict.credential_secret">(genai.types.AuthConfigHttpBasicAuthConfigDict attribute)</a>
 </li>
         </ul></li>
-        <li><a href="genai.html#genai.client.Client.credentials">credentials (genai.client.Client attribute)</a>
+        <li><a href="genai.html#genai.client.AsyncClient.credentials">credentials (genai.client.AsyncClient property)</a>
+
+        <ul>
+          <li><a href="genai.html#genai.client.Client.credentials">(genai.client.Client attribute)</a>
 </li>
+          <li><a href="genai.html#id0">(genai.client.Client property)</a>
+</li>
+        </ul></li>
         <li><a href="genai.html#genai.types.ImageResizeMode.CROP">CROP (genai.types.ImageResizeMode attribute)</a>
 </li>
         <li><a href="genai.html#genai.types.CreateTuningJobConfig.custom_base_model">custom_base_model (genai.types.CreateTuningJobConfig attribute)</a>
@@ -2924,6 +2940,12 @@ <h2>E</h2>
           <li><a href="genai.html#genai.types.ValidateRewardResponse.error">(genai.types.ValidateRewardResponse attribute)</a>
 </li>
           <li><a href="genai.html#genai.types.ValidateRewardResponseDict.error">(genai.types.ValidateRewardResponseDict attribute)</a>
+</li>
+        </ul></li>
+        <li><a href="genai.html#genai.types.ReinforcementTuningRewardInfo.error_status">error_status (genai.types.ReinforcementTuningRewardInfo attribute)</a>
+
+        <ul>
+          <li><a href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.error_status">(genai.types.ReinforcementTuningRewardInfoDict attribute)</a>
 </li>
         </ul></li>
         <li><a href="genai.html#genai.types.ImagePromptLanguage.es">es (genai.types.ImagePromptLanguage attribute)</a>
@@ -6486,6 +6508,8 @@ <h2>O</h2>
         <li><a href="genai.html#genai.types.TrafficType.ON_DEMAND">ON_DEMAND (genai.types.TrafficType attribute)</a>
 </li>
         <li><a href="genai.html#genai.types.TrafficType.ON_DEMAND_FLEX">ON_DEMAND_FLEX (genai.types.TrafficType attribute)</a>
+</li>
+        <li><a href="genai.html#genai.types.TrafficType.ON_DEMAND_OFFPEAK">ON_DEMAND_OFFPEAK (genai.types.TrafficType attribute)</a>
 </li>
         <li><a href="genai.html#genai.types.TrafficType.ON_DEMAND_PRIORITY">ON_DEMAND_PRIORITY (genai.types.TrafficType attribute)</a>
 </li>
@@ -7735,10 +7759,10 @@ <h2>R</h2>
           <li><a href="genai.html#genai.types.SchemaDict.required">(genai.types.SchemaDict attribute)</a>
 </li>
         </ul></li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="genai.html#genai.types.InteractionStatus.REQUIRES_ACTION">REQUIRES_ACTION (genai.types.InteractionStatus attribute)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="genai.html#genai.types.LiveMusicPlaybackControl.RESET_CONTEXT">RESET_CONTEXT (genai.types.LiveMusicPlaybackControl attribute)</a>
 </li>
         <li><a href="genai.html#genai.types.GenerateVideosConfig.resize_mode">resize_mode (genai.types.GenerateVideosConfig attribute)</a>
@@ -7751,6 +7775,10 @@ <h2>R</h2>
 
         <ul>
           <li><a href="genai.html#genai.types.GenerateVideosConfigDict.resolution">(genai.types.GenerateVideosConfigDict attribute)</a>
+</li>
+          <li><a href="genai.html#genai.types.VideoResponseFormat.resolution">(genai.types.VideoResponseFormat attribute)</a>
+</li>
+          <li><a href="genai.html#genai.types.VideoResponseFormatDict.resolution">(genai.types.VideoResponseFormatDict attribute)</a>
 </li>
         </ul></li>
         <li><a href="genai.html#genai.types.ResourceScope">ResourceScope (class in genai.types)</a>
@@ -9605,6 +9633,10 @@ <h2>T</h2>
           <li><a href="genai.html#genai.types.LiveConnectConfig.tools">(genai.types.LiveConnectConfig attribute)</a>
 </li>
           <li><a href="genai.html#genai.types.LiveConnectConfigDict.tools">(genai.types.LiveConnectConfigDict attribute)</a>
+</li>
+          <li><a href="genai.html#genai.types.ReinforcementTuningExample.tools">(genai.types.ReinforcementTuningExample attribute)</a>
+</li>
+          <li><a href="genai.html#genai.types.ReinforcementTuningExampleDict.tools">(genai.types.ReinforcementTuningExampleDict attribute)</a>
 </li>
         </ul></li>
         <li><a href="genai.html#genai.types.ToolType">ToolType (class in genai.types)</a>
@@ -10585,14 +10617,14 @@ <h2>V</h2>
           <li><a href="genai.html#genai.types.TuningValidationDatasetDict.vertex_dataset_resource">(genai.types.TuningValidationDatasetDict attribute)</a>
 </li>
         </ul></li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="genai.html#genai.types.BatchJobOutputInfo.vertex_multimodal_dataset_name">vertex_multimodal_dataset_name (genai.types.BatchJobOutputInfo attribute)</a>
 
         <ul>
           <li><a href="genai.html#genai.types.BatchJobOutputInfoDict.vertex_multimodal_dataset_name">(genai.types.BatchJobOutputInfoDict attribute)</a>
 </li>
         </ul></li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="genai.html#genai.types.Retrieval.vertex_rag_store">vertex_rag_store (genai.types.Retrieval attribute)</a>
 
         <ul>
@@ -10602,7 +10634,7 @@ <h2>V</h2>
         <li><a href="genai.html#genai.client.Client.vertexai">vertexai (genai.client.Client attribute)</a>
 
         <ul>
-          <li><a href="genai.html#id0">(genai.client.Client property)</a>
+          <li><a href="genai.html#id6">(genai.client.Client property)</a>
 </li>
         </ul></li>
         <li><a href="genai.html#genai.types.VertexAISearchDataStoreSpecDict">VertexAISearchDataStoreSpecDict (class in genai.types)</a>
@@ -10761,6 +10793,12 @@ <h2>V</h2>
 </li>
         <li><a href="genai.html#genai.types.VoiceConsentSignatureDict">VoiceConsentSignatureDict (class in genai.types)</a>
 </li>
+        <li><a href="genai.html#genai.client.AsyncClient.voices">voices (genai.client.AsyncClient property)</a>
+
+        <ul>
+          <li><a href="genai.html#genai.client.Client.voices">(genai.client.Client property)</a>
+</li>
+        </ul></li>
     </ul></td>
   </tr></table>
 </section>
diff --git a/docs/index.html b/docs/index.html
index b9e08823c..5a058f930 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -2022,6 +2022,7 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.batches"><code class="docutils literal notranslate"><span class="pre">AsyncClient.batches</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.caches"><code class="docutils literal notranslate"><span class="pre">AsyncClient.caches</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.chats"><code class="docutils literal notranslate"><span class="pre">AsyncClient.chats</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.credentials"><code class="docutils literal notranslate"><span class="pre">AsyncClient.credentials</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.environments"><code class="docutils literal notranslate"><span class="pre">AsyncClient.environments</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.file_search_stores"><code class="docutils literal notranslate"><span class="pre">AsyncClient.file_search_stores</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.files"><code class="docutils literal notranslate"><span class="pre">AsyncClient.files</span></code></a></li>
@@ -2031,6 +2032,7 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.operations"><code class="docutils literal notranslate"><span class="pre">AsyncClient.operations</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.triggers"><code class="docutils literal notranslate"><span class="pre">AsyncClient.triggers</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.tunings"><code class="docutils literal notranslate"><span class="pre">AsyncClient.tunings</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.voices"><code class="docutils literal notranslate"><span class="pre">AsyncClient.voices</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.webhooks"><code class="docutils literal notranslate"><span class="pre">AsyncClient.webhooks</span></code></a></li>
 </ul>
 </li>
@@ -2050,6 +2052,7 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.caches"><code class="docutils literal notranslate"><span class="pre">Client.caches</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.chats"><code class="docutils literal notranslate"><span class="pre">Client.chats</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.close"><code class="docutils literal notranslate"><span class="pre">Client.close()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#id0"><code class="docutils literal notranslate"><span class="pre">Client.credentials</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.environments"><code class="docutils literal notranslate"><span class="pre">Client.environments</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.file_search_stores"><code class="docutils literal notranslate"><span class="pre">Client.file_search_stores</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.files"><code class="docutils literal notranslate"><span class="pre">Client.files</span></code></a></li>
@@ -2058,7 +2061,8 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.operations"><code class="docutils literal notranslate"><span class="pre">Client.operations</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.triggers"><code class="docutils literal notranslate"><span class="pre">Client.triggers</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.tunings"><code class="docutils literal notranslate"><span class="pre">Client.tunings</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="genai.html#id0"><code class="docutils literal notranslate"><span class="pre">Client.vertexai</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#id6"><code class="docutils literal notranslate"><span class="pre">Client.vertexai</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.voices"><code class="docutils literal notranslate"><span class="pre">Client.voices</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.webhooks"><code class="docutils literal notranslate"><span class="pre">Client.webhooks</span></code></a></li>
 </ul>
 </li>
@@ -3265,10 +3269,12 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpec"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpec</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpec.code_execution_region"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpec.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpec.evaluation_function"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpec.evaluation_function</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpecDict"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpecDict</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpecDict.code_execution_region"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpecDict.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpecDict.evaluation_function"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpecDict.evaluation_function</span></code></a></li>
 </ul>
 </li>
@@ -3848,10 +3854,12 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig.parsing_function</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict.parsing_function</span></code></a></li>
 </ul>
 </li>
@@ -6757,12 +6765,14 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.contents"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.contents</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.references"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.references</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.system_instruction"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.system_instruction</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.tools"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.tools</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.contents"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.contents</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.references"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.references</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.system_instruction"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.system_instruction</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.tools"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.tools</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningHyperParameters"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningHyperParameters</span></code></a><ul>
@@ -6804,11 +6814,13 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo.error_status"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo.error_status</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo.reward"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo.reward</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo.user_requested_aux_info</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.error_status"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict.error_status</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.reward"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict.reward</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict.user_requested_aux_info</span></code></a></li>
 </ul>
@@ -7699,6 +7711,7 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.TrafficType"><code class="docutils literal notranslate"><span class="pre">TrafficType</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND_FLEX"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND_FLEX</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND_OFFPEAK"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND_OFFPEAK</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND_PRIORITY"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND_PRIORITY</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.PROVISIONED_THROUGHPUT"><code class="docutils literal notranslate"><span class="pre">TrafficType.PROVISIONED_THROUGHPUT</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED"><code class="docutils literal notranslate"><span class="pre">TrafficType.TRAFFIC_TYPE_UNSPECIFIED</span></code></a></li>
@@ -8427,6 +8440,7 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.delivery"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.delivery</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.duration"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.duration</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.gcs_uri"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.gcs_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.resolution"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.resolution</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict</span></code></a><ul>
@@ -8434,6 +8448,7 @@ <h1>Reference<a class="headerlink" href="#reference" title="Link to this heading
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.delivery"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.delivery</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.duration"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.duration</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.gcs_uri"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.gcs_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.resolution"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.resolution</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.VoiceActivity"><code class="docutils literal notranslate"><span class="pre">VoiceActivity</span></code></a><ul>
diff --git a/docs/modules.html b/docs/modules.html
index cae01215a..aabcc36d3 100644
--- a/docs/modules.html
+++ b/docs/modules.html
@@ -266,6 +266,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.batches"><code class="docutils literal notranslate"><span class="pre">AsyncClient.batches</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.caches"><code class="docutils literal notranslate"><span class="pre">AsyncClient.caches</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.chats"><code class="docutils literal notranslate"><span class="pre">AsyncClient.chats</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.credentials"><code class="docutils literal notranslate"><span class="pre">AsyncClient.credentials</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.environments"><code class="docutils literal notranslate"><span class="pre">AsyncClient.environments</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.file_search_stores"><code class="docutils literal notranslate"><span class="pre">AsyncClient.file_search_stores</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.files"><code class="docutils literal notranslate"><span class="pre">AsyncClient.files</span></code></a></li>
@@ -275,6 +276,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.operations"><code class="docutils literal notranslate"><span class="pre">AsyncClient.operations</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.triggers"><code class="docutils literal notranslate"><span class="pre">AsyncClient.triggers</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.tunings"><code class="docutils literal notranslate"><span class="pre">AsyncClient.tunings</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.voices"><code class="docutils literal notranslate"><span class="pre">AsyncClient.voices</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.AsyncClient.webhooks"><code class="docutils literal notranslate"><span class="pre">AsyncClient.webhooks</span></code></a></li>
 </ul>
 </li>
@@ -294,6 +296,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.caches"><code class="docutils literal notranslate"><span class="pre">Client.caches</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.chats"><code class="docutils literal notranslate"><span class="pre">Client.chats</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.close"><code class="docutils literal notranslate"><span class="pre">Client.close()</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#id0"><code class="docutils literal notranslate"><span class="pre">Client.credentials</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.environments"><code class="docutils literal notranslate"><span class="pre">Client.environments</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.file_search_stores"><code class="docutils literal notranslate"><span class="pre">Client.file_search_stores</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.files"><code class="docutils literal notranslate"><span class="pre">Client.files</span></code></a></li>
@@ -302,7 +305,8 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.operations"><code class="docutils literal notranslate"><span class="pre">Client.operations</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.triggers"><code class="docutils literal notranslate"><span class="pre">Client.triggers</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.tunings"><code class="docutils literal notranslate"><span class="pre">Client.tunings</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="genai.html#id0"><code class="docutils literal notranslate"><span class="pre">Client.vertexai</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#id6"><code class="docutils literal notranslate"><span class="pre">Client.vertexai</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.voices"><code class="docutils literal notranslate"><span class="pre">Client.voices</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.client.Client.webhooks"><code class="docutils literal notranslate"><span class="pre">Client.webhooks</span></code></a></li>
 </ul>
 </li>
@@ -1509,10 +1513,12 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpec"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpec</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpec.code_execution_region"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpec.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpec.evaluation_function"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpec.evaluation_function</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpecDict"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpecDict</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpecDict.code_execution_region"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpecDict.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.CustomCodeExecutionSpecDict.evaluation_function"><code class="docutils literal notranslate"><span class="pre">CustomCodeExecutionSpecDict.evaluation_function</span></code></a></li>
 </ul>
 </li>
@@ -2092,10 +2098,12 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfig.parsing_function</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function"><code class="docutils literal notranslate"><span class="pre">EvaluationParserConfigCustomCodeParserConfigDict.parsing_function</span></code></a></li>
 </ul>
 </li>
@@ -5001,12 +5009,14 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.contents"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.contents</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.references"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.references</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.system_instruction"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.system_instruction</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExample.tools"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExample.tools</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.contents"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.contents</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.references"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.references</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.system_instruction"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.system_instruction</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningExampleDict.tools"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningExampleDict.tools</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningHyperParameters"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningHyperParameters</span></code></a><ul>
@@ -5048,11 +5058,13 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo.error_status"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo.error_status</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo.reward"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo.reward</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfo.user_requested_aux_info</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.error_status"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict.error_status</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.reward"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict.reward</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info"><code class="docutils literal notranslate"><span class="pre">ReinforcementTuningRewardInfoDict.user_requested_aux_info</span></code></a></li>
 </ul>
@@ -5943,6 +5955,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.TrafficType"><code class="docutils literal notranslate"><span class="pre">TrafficType</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND_FLEX"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND_FLEX</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND_OFFPEAK"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND_OFFPEAK</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.ON_DEMAND_PRIORITY"><code class="docutils literal notranslate"><span class="pre">TrafficType.ON_DEMAND_PRIORITY</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.PROVISIONED_THROUGHPUT"><code class="docutils literal notranslate"><span class="pre">TrafficType.PROVISIONED_THROUGHPUT</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED"><code class="docutils literal notranslate"><span class="pre">TrafficType.TRAFFIC_TYPE_UNSPECIFIED</span></code></a></li>
@@ -6671,6 +6684,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.delivery"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.delivery</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.duration"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.duration</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.gcs_uri"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.gcs_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormat.resolution"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormat.resolution</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict</span></code></a><ul>
@@ -6678,6 +6692,7 @@ <h1>google<a class="headerlink" href="#google" title="Link to this heading">¶</
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.delivery"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.delivery</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.duration"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.duration</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.gcs_uri"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.gcs_uri</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="genai.html#genai.types.VideoResponseFormatDict.resolution"><code class="docutils literal notranslate"><span class="pre">VideoResponseFormatDict.resolution</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="genai.html#genai.types.VoiceActivity"><code class="docutils literal notranslate"><span class="pre">VoiceActivity</span></code></a><ul>
diff --git a/docs/objects.inv b/docs/objects.inv
index 782301ca61a11f8464abc2519385ec0e50a66b64..d859257175091e3550032c67fe9344a3f231da61 100644
GIT binary patch
delta 30931
zcmV)IK)k=2@&WJi0g!<`+j8T$vaoqSPq89qZhyv}iP(R{nmbvhZFS3%mn2tr?HdLy
z!V=pQ$>za_e)<7;5<!46^PrlW?kbn_1ChQfe^>hT|L!9{&;Rv*|EvDZV{wZ9&;RRR
z|LgxaKv~W{6Mi8S@+6955^yjB5eaVQK@_~eD9o9OA7OFyGXKNNM4l#bUTGlBl2l~H
z7h3^&AzMuT+kw9rH+~PZBtG#OS)a&jY8J95&Of_GDXeB~Az%CZU&BaL?dlgr7QU3S
ze=clnzV121URx`Se!$@NzdgT3A=h&`W-(WEJd3yxnZGYWN#$`oeWJ7X<GqNO^skdS
zU7AK_bv7EAud8a<>zSfi%oR;>mxYIe$e7HqrSTd{M`bmVj>=~s9g@+>YD`ajihbGn
z4NiPk#@xs<4X$7W*XwwC5m)SVe~6c3f0Dd0b-I?u+vz$gYp3g|e4VaCGIqL-nacL(
zW@bsDqW3&J#LBvIA={1p!&&=YN4;L((~Ds1drZp-%qt1ZiwK<S2dqm6*IYHY{(=GP
zTESJ839i0EaFxY@tFH@OX-R;8HQ>4n0asW9xc2n_`ZNDuHR)%a?_XuAf0bGOe^n;<
z{B!&3PwRixjGk>W&pwZ5pThIb-kB%v*PFBRPS@FI>erp5|BCrJ+ti$WR?a>l=bei)
zPs5pK;Mbmfv(LM)JLP7dZSSM7jZBlEjKshGtN(lT&;Hl&*Xx=8yc50H#Y_>$-$zM4
zLA^H7ZuUQ|X1Z`G^;9HpBE}M4fBa&96j<rKPZ2))=!(nk5y=0CeuO0qCj|(EnzqTV
z>SudptVt#)AgpXS2;vclD0~-4QQ4max(SqkPx<ho7g%D%OXX~_((g&QN4MHXZ#<tU
z4)ab}@6yVJ2|_3hy*KeSX(3}EiSlD;7l!p-NXONRfyM}kqYH!o8W9h~e@l7r_DTF2
z9uVy!lygb5u>NkaFv`PnI9H@!ZN!d6k$Oqmc_v`Jksi5q#>u|&iHL&1&Y0qd8(I0=
ze~Ep8_*#VXM*Hp7Wy@a`pMH3$C;jg+S*W|md-_||Y3E&^O}_$PdVsxGweNJ<=0}y7
z#(51z6aYAxNF)Et3j+p9f9?fgCJiRZzNXXK0A*4{uYS26YnP4K#qm=Abw|3&xUuKU
zZh9bhD)VqZrH#*WTao8YN1ynGjl|TE#1xd87p*RVqPd6zten?aqEv1%Y1?1~Bj<xr
z5uSt>#%YPi6iE_kb4oC!@Ux<spMEcYcFU9OxBm6Iz{gJXqJ@|uf6|UmQbnQ{R89HF
z0iu*`MgUA*5weJiAS}G_B*Ryn_~}Ii)6LC7kpG|tMZpRInv9)QX(gvI-orp7SO!iP
z)7IZCg3@Ox?R`@0Ar}V~h7t%<7tpMt`QDENuy9z{r}cVDhsX7Gd^accaBAmf>es|B
zP3+Bxj*RKU#O_P#f4R6$i|enw{xW5FuYbLE5W7zFVjnj}Chy)fqOgLXWt^vD(=<^3
zep8>b@a0dl2u(g_U=^NZ|5nLq-M}g;e<+Zm?|u|2bC!|oho1%0DNq$-wTn_LPNz6^
z;x+k|3V?m9-*#sEB76^vFE<XRPvQ;H+i?H=lCLiH;KxDKf9y^o#GKiDxA?Kx{q!DY
ztJ~#bb?-f|womSSakp@9C$000fLCj8vD&$t&GXZ4v0hP7+udxl^VWA>_pu#$i{Nh6
zd=A@6l`y280zWN8whjLga0zF2JA0Bf^|p)uaXoi&|FDD9cMNp5e%^3!)+?6-vt9hT
zbKMmOYWJ|%e@OG#{jp}D@nDc0>Tt-!p<1YY6jEY8)qI9>&g}kv<KE9yFZ3SW-DWZ8
z`Xp!e!`;m8T@vGQ_UGd9`H{wOZx^!_4Y63!KVyAM)5Vj!nY*jqV(EHM|NbvN)PM7#
z{!KzjSH8NPZEn3=_s3!e9T*JUkJ(1H`y8qCby+kEe~X}zU<h#h^H0=5V;MC&V3St6
z$DlG~@pDm-L6EV^COcL;thy^^uX1qCruqm%v(*5tVyDi<B9+}RUm{U9Fi!@arJy7C
zWnLsFZ!fEOKE>Iz1f4EE{e9t`)TTP~cc*@seT2Dav0PuACShD$1Dqx0LGUU8*ZIz}
zBQ}cde=`-*YN90KcNR*5Uoub<c-%f|*m3hDaqZSQ6`6*!vN(c$W-Znp_351~0riTS
zBLDZh_=0Y9k0QE{s!z{)?;>mWSBW2YCQIGM9My%m0lV~t+QLj=9NbkF287p5D;98A
zse@3=Xv}^Pt;}dJXH<0>NkpPr2JfE^LK9>Ee<UaXSOZ_OT4XDe%~U6iY8VS_6+B&j
zn~ME(m8#!%W={)G&DpV2_XguGXWQLk?rq)KX8wQxY!{DDavlhm&!u#+QOcfL^Rt9A
zQ+3{X8#QCB*TKA-pV0NEG2Y$chpTYVWwBA7<WxM#<>YZyx54cmHZBWrwOCd9L#*SC
ze<9a35xnC04UemZ8yr)EG<s7+rAiKD)wY~9?ts8G(NW$X?rQh5RU})r|5&qHHqzIY
zL72>sW&8$?PddqJg#<impT$q=+?@I;fsrR=wy&lfKJ9BD5rihxX#uSHN?KC_4q?#&
z1hi?69o{9GoWY{ZK}R?*Vc})XMm@MSe+Df10im2od~vX71~-7^{wa+FS3RNTXG&{Y
z$G3lN(mkaUQE2<Num&oJ&~}+0=ld+Iu23K+W+NQOSDR|}@>hDy{9NQHgRr5SRjYS7
z19&MTAK49T<RJ93@E_dFZHyWD@uBn&!t=`_;isy#yPO|;4C8_i3%lCz4eTSye*#Y(
zFV72U`dnD3uNgs%*gdgV_7`h)v*!R0teyjD7(FYrvw2o(XYw4>*5Wx>roj`bkIlys
zY+WI$U2{sPJ;vQW&Ne$P*bjGeBj*I5^8saX#14n8WdD{e%s&kY*v0!EsJga`3h_Ed
zlMNyl*?TDCYJXp!LMMM)wW#;vf9F!L`b;t~VZwyLo=gD^Dt#f)9qmg1#4`PW)3+TQ
z;#<?fVaF{8$4hu9y4`>w_m#4?wXSBhs;Itboaqc21#jx(WuQ92Wt{D^!J2-M_H(1m
zhr``lV7;6G*sZEdc$8X4IQCBkYjo{1XtD=!Wb=wVudh1cmDeY-*?SL)e`<+=yirw(
z^4Yq`S~@dwdv**b49HD+hVivz$HX<HCa%?ypl^mI+!?B#*lv}eBR<nG6V<!}quUyS
z+QL3dix26Js=M4C%jcA+WvE6PXdRu*P?OLmL~T{;!sB{G@k;2bh7@ih$f?Scf2wxQ
ze|LX+v*+CdqBuv%dApxafA~3S1G-<Y@2joz&5y<0^=9+=`gyfOf7ioq_vGEowu?C$
zv09@=*J#1TE#`xhlP`N(dkg1Q6k>0zuTFDJBP1sXbN?k00itJ*AyxW`<kiblAyi%?
z5$9q3D~x5NnRpF9z0?l^l|1p3GqUqA60saPf--B4pt91dyc$>5e-F&vUVv!!LAKl4
zqhB%)o+7N)!Gj(#4kq|z+kh5wSH=~4?nmlIAvzenKx^#-ZMt@9c!(1@(C+0Ay<?ce
zGAT_e;pBgYr}E@w;*=D1NjYy3m_9fP>g$=s4C;8>u4cXh#<UD5LG8_Ec+>5PtL3=*
z?~O2`x%;@+C`>*1fA84gv(IYsTquWvUN_Z%)y}qZe%J|Kp9VDLfuv3EI0L9?L$wo7
zR;?3wrqZXv-hJu%kyhT5m8uTH#Cr*gDrw3~3ioLmt@?|Hnuzu}_3mr<j|jXPNupJ$
zV7TfCG3|kvUD=2huVK2bu^6kWu`sKqC&F&j-KF1>7pOV6e{xlxr$|(tQ^rN`0~Kdb
z{U8%&^`m11A}{d5VO}Md#Pp*xB#9>_upWq2xd16O7g?5MXlc|y+ewoYmQ)vSy)b@F
z(2P9W<7KO0o}_za_ju_#GZg6yZl&3Wv5#4Euppe5@bGsjvM;a9LWWPO^Cwe`M1z^9
zRgt8_KIf`oe;CVnLi%zo6<n9sGv_RV6<TK@_K?^4EkwXLJtA#bA8;TW;xyx<vO3!%
zf_kP$Bu%h9rV==rrrkk-2s^9dE=#n6D0&#IU=VGrf|4DCDi}sT<Uq-{5eG&XI>Xe2
zDYYJi8yG|rZJ<Q8U;{}g(87aI1Bj?oq%4Mk8X(9xe-qALzG;vGvpi|xD$m*=5!u~G
zv5mtzl`83X68KT;yGU`(xd4Pe(}l+sif-j@q_XLgM*Uu$K>oJ63Wc@HTAC&9ZBXQp
zx8;zc-3CGobQ{V!4v<R9@e}<9r-uLxx<YiJvmiC<?2#w|XCH%&HG2$vnAwBa+8s|D
zY4)i=e{uBR!#eDk($3AVJ2%Vq{P)G`9#NFDTCY5cJnmq|O?dc^vPYz2)1;m1jS7?t
z&^VADW(evZF;xqZDC=x`Ka7-DQ`De~JNZ7z;9f?DK$Kugo<9Mgfi@!twCYt(j4~IV
zczspd*YCnhvOr`Q4Ja0{>aEDwCrs7=Vs%=|e>i?VIdA$|2y>ad7No2mD**bEvXTZh
zO*@H%-5Ed2At#@$JmzMw6yCpyU?co|!ZSq{nR*CtZ@rB>+e(j)^vWi3x!CT|gvI0R
z-u1S#J9qaJ4f$=hSl-BL{f;K6OKwYVws~A{(2Vu&!Np5IZPpKqo5fBx(0skxxhuR*
zf5F<EtG5?}`T6|~h^NtnDSKEth~iCj65&v>4npk_=?Hpl2%9AXQ0^b_=|eOY!1o$*
z$c03cgLKL!2zPke<Um*WOai$oxaBSj$FLO)>RC}9Z3YK*Ga9Km-q0O%%+(_|K~A!0
zy?`o+!W~e$K&{^4VTUG#AJvyr*xB_de~ats8S6$2$OVfa+ig9Q(+z?Ls@nq-(`F7l
z=y7Y9%vVp^v@0aIGi5f0@nkT}I!z$RF74v*XN>#2`mG$Ik_He4Ee(iZHCg1D^t9={
zCrZ#%i*fSc&8xmFvw`6XYr%Mx^$GURo36Pa42H*drs=8{bo}>&7bS-@OI|RRf7DR+
zVbLX0M~0*w$}*Dy0bav6%vD13Ja3jyNSv&jwBs;`OuFv+h6q_VVH}80ym;Hr$h7`v
zQ0~8q;!9;T>z)rsaY&&~3n{b6YhOkrs~Fa)&oV|og7)BgI%VrdIMTTnq2$d@M8TZ<
z5Q<{&LMT+%gHY0z4us;E{Rf4?e};yA##rx}3OkDZTlFpjcnInwoqhL5F9ct5>2XAw
z?2iQbybvi~9O61OA+!Eq<=1N;ZS`^DZS5yZm+>3=!k;efd>q3<czNpY1@dZ=4g|Hu
zP;lgHrs}2f;b4t4a@EN;+(6$FqHr%Tac(Q0mM;=fk3<3DaCir*4~)?&e^Z1-g#QA>
zu5l|1v7w%b-hM!%sYjV}^I^not%u<Z8V`f$+72TO+iPz{(MyyA`7RdAvG#*m8MBD$
zA2L-NvchirTomq6Hw(f+jLsHHQWpCJu>)d94WAjrksys^mv&%7_Xwn?8#<{`&16t}
zxO{8egqvh9nz-}ohf#H=e;+fs8?eH-Ir%PlczIdn@_H>JcHV1}iM^i}ULDVI;6b)&
zNE!`+GlypOWVQnVXKMx?+*m6B=t(Yvz>QEx?X!LLqEWqmx2c{wM@GF9xz2|O567Z9
zwy1vEM4>sxkfxLew6LkjOVwa*i9ec>ensop%5t<CUaOs~CD%&+f0adE!Cc0QG4=Wj
z45w$iz!J+kRJ-wW5!7cVF{dBLNlxl#{z>}Z4CM<(pqOKO<2ayoj6(*MB{xGoC4rsX
zv(o^%^2Pzq&C-2l`4nfqetde~)z8r1%(m`r`xreTx88-~+&^dYo%cA~fu5<m0Nkvf
zK`-6cC{g7*%<;~Ce}JIvs+v4-M=+$(JF0ygdOy_$Vc1QzVymU>9F<4G3dHK3Z)<jx
zI;bj=hnmqF2u{62XVF$^ns%~hw3#c>E)SvCY|x}h6z)TTbp{o)P9o){nf#erPW!7)
z#peaqJey$ndzdBhN#G`#9p-Z%m4U2xs<Mo~Ru`sTn|y1Of6Bw{p_RJW6mX+x7G@{3
z1e&ci1eWq$J51){PJ=h6i)GwZAey}v&Jx6OJ^Uzg?|^IfxiIZCPrt(!sB2MIrK<>r
z?@>?Ja3^0~h!1lqjn(%VRXto!#=zS^6CG3tsn)GsD+mRjNu<Lj-%xYqL;NtxIl-Ci
z_<kV*J|>}Ue{~4<<iP}}rb;GmUz0H8M!bqlrQ%(jhG)s98>0?!vi7f-!w%mOPnaWb
z-#~H80~RLS{!Dp8eUt_r0#CrRP7|2m^@i#w&L3eMBp)g~$m&-Cu#?<NG$)V3>QvQ7
z_3x-A9*4{79u6X_&#&jaaHt_&1X<L;(pZh}8EOH*f0n^XXIpp!Fe%mPK>1^I&$b|&
z;JPKZmn^y^AD&`>4Q~e+)h9Jce`;~D_Q+DuBaZ=bu$vPjEUl`1Wa{{Mk%%21FF`qa
z5oUa}$~%aik}(uvsQng*7;3*`61y{KQQs7G)XneBdRecz&u6REPvXbu#9Q}n_PpG&
zGVf+{f7g3-w-2n;?R>Mixmm&%^yN%~wwylz(39PpNZS6ukd}Ytg*bU(oXZIcawTxc
zERrOme;UXSS!78m@9jkNMu-h&*E|W?DIQM2@6Q+rXJ1|W>=LPxmOM;4!`_bx?cH+C
z8F)C`)i!7@D-qwo40}p;=1_$w9BM;p0AOrPf9P(KMHa1>Dyc>HpdNBSvO!4cOsqiC
zkYpuBD$A9${aEa)7oeq&^uxH|q9^+|PraC>zF0O+1!7_|Jw|DVV;-iok|0(+CXY>X
zGRngaucN?ARz!!78W9;ye~5FO4SbYy0D7{Y{DQlpGYGpNFvi21w$4DzVJjRl9fgH~
ze|nO|4x*&QvH|Iye*pXtFUKT#^C(7v&%H4s4$U(^&Ov6F8sm{XriEu}A4Jshy-@7m
z0%|XlBhAc4r1u6Jl|1O%p!9xbqrRPT?@e$kfMH2tl&xmCB;POwWz=d>L~Jmy^BQ4j
zy@%ST>8@-HN(pwxm?R%L1|9Ys7AS2+f9N85&~Mn7d>U<f4T#m9wa7Vwt}z<JI5CQ*
z`}Hw2*mGP0(R%wuGO2ssg^{2%`B|Q!C3>*@n3R#aa8{IAOkAxTu)*!Bi*o6^c379I
z2}YwAp$!7VDzU*tX`XM{wL@-&pY4y^BFV_MZ=e`_ot-OMAAoz1`VyL_=Nep8e{)+Y
zH19c%wdj<IOmY&`T$474;|G4Kp4HC7e~@-LB)<5$j5LJ`M>2|0np`=?aek*jWRkOz
z`Wc>N_?5l;OjX{u*IYf?1!OzCdgj@ynv1cS0+H{tFvU+#hd>eUv#+$yWIMcWi-)Rg
zTFAXqJ5U|aR~fx|Eug^?&N<kzf1hcR6<(y0DD<p1iK8!`0_bDMkQn(dBI066=d6CB
za`cHSAnV8D(kO(#XJe<I{Lk*~JlyuH9b3OV!@_Dl50jG1%1hOHMXBycRnEzyr4h6i
zaRsNE`zmuu?xk|<tFNLlabIO`P4e8U6Bn=>SaA%iJb7Lu-nmACe(TZ0e_uOYi!;33
ze2|R7ZzDh+p!DP_F=vyw4fCe;R4!X51c&Ojyy3$LlM?gR&mmd^Oa^Q}zNF&>EY<2L
zXe7F%bH{^AI@=aolBt8xlFYM2mUN~bSkig6xRQ&CJHk0my&P4N`JA)o`lv}4Q_@kx
zkdl`;81Tt(Yd}e-cJU+`f2D_$WZbvWB)J5BCu)x+>DY^*BpGi;l62&SK#~bQ7Dsa6
z`(Y%RXOAMUfTeXk>UlN`$YEQlVmc#d<5dSCRfF?{_=MAUBMgTlCgVBKH-@w6a4NWp
zJ2~<rkAZOSG>_sS&3cIee!JO1LnSk`W28w0!V~R}<P770Sq~n8fA^x-Hh&Hin${d$
z8p6@q(;8<Oy7wy&BBRr&Ytqh}_`>PEBgExNWK#0octIV`%B2ES*b&Ov2P2OG1-2?J
zLwuuUR0G$i-iJ!YqpUh6<8Y+4nH_$z3D>et=6^J^pd8o2H3!_jXR+ZYAT)57WG5ec
zDtLtBG)GU)Uq{hTf1ixh)evF-K#=yre?%~Qm!_EEw04$n9vwwJO=d@F&(KqNV0G)F
zgPI}r+aqZen~1xu!@%1xuYVo!{Eh|Typ;Pl0q^)W)XD#3!3aO*;RGQQDP+N<|II@A
zHwz{&PYf79#~P9D8z8<Xw5xd>l*atXnAZBJppb)7+a4A2e{T*-V|f(H`Oi0%^)NU>
z6Y8MO#Y{s-;`K`84D(RJBs8_J+jtIii)cEzRWUm_1HPHikWmi~^<}$DHq}zN_^j5&
z)k?5E9+=+jH9g3ZG!;Py4&xx)i=35NzmZB~X8pG=yk=p!%%w`&CEKPnS}}EAg_kgj
z>a1r+KlAr$e*>T56|87N0uu|iQ3&hzmi=|et})rb>QPPx8ov!x#4zr*2l+Z%MQ$D*
zzD{?pO6c!xvZ3MQ!1?*ANiGcGSL=fj;~tC)*>hl6B+P$dOZnb?F_CeZgGQ+1&I`@`
z#&;39y6eKi*jxWw$3+59@mr(<F1oF$WTBq$qg~vze=$gBx@|y+I~@_n9to;>3~3cc
zK@8fWU0c7%VALD-Zs7$K{gUAYI8B9Y*A8p;ZL%*<MB~#LPBp^f^fe&SEm#MFHE)Wa
zYe!Hsy#wH{M-Sy0l#IH<Y!jvHgysu)?-`p+lzNyuJj*@f3n)tW=f4Gffs1Mk`=wf(
zPhh{Ke_LZ8Rr67rwFh9(eUAp#_&}CHFEsz4A-Eib2F0m}*+ocPb^KHYx;Q=c08Ws^
zNX7IiBFmDDj=^01GAT?A-$R0%eIVOu8QaeF!LC-xBnt3cv>ie;;_zK$U(*#@{kn7O
zE*C%C%}?ZmwjF1&S}s;DM)G;HfQYF#sG_Jke~G6i^SE6O8^kyO>*WS}ikaKk5K|wM
zzwmts-95;kWccIa7f__!7MHmAOca->gp>rAu;iB#F2P9`=_i8;x1BGPf$Rzv3igWY
zcUaVo)bF6U3yR-SDQ`l2$Hrc*195TJp!!8@)q1dcpAd13evHGAOlK5*R4PgBj+er1
ze_r4v+(jQn^WFI$ErRDZ{TLqUbA|}o75Ix}i&b!7?MA^tX1Tw2u>|tnIE_yA4p;CB
zoj359+(G3A!c+#<vGB4akqsYaVqYZL7oE%NUKBDf%0O*N^JvnDjyXQ@N}jJlV-uYi
ztSfj=g4g8tmYSFJ=x(xekK>(%gk|%(e=X7IDiqjQPa!echl3s&ag*DMqK_!eh8B1v
zY2=)JbpscbO#jTNlf0a4mkA*pN^YnQg1#}+5lF?WNt*ZaRUppYb%+8phi;|IG@v#p
z#Lf0ZhPDJW;eNiLzA0fa$m9?j19d~G51<sTn-Pjo04K?P;einW5!<$CfB{u9f6jI{
z+qvFszFYiou?07fyV+t1TR65rp4`>#Vs%fXAQ!Tek2p&FfN;jZAka1v4IIc(*o4tr
zi4E;hT`{65r-xwCPLGFB&p;ZjpD*cr!u>|b-&T17kSelLoS^=(R~$2uACm~2gmZ+8
zns``I5XFxI?DZryKs~Mi<3=m#f3bm}Yp4Lu<NDV1Zhx+3kBd3WC)GrpzjK4IsNVa=
z8S6mY@q@tokUls&`Pm!PtPGe+3s`v7!ZwvvO+wYF>6}WEzM?=)*N31(DQ6+-ZS{Qb
zM`Rksiw;>~ypQBWQ))hJZXR$EbN^KoUtVXN<WI%rr8X(?p_G56a$<3i9>)4EkjaM)
zTzPs?$I@TD>iRypn$7ukm3lO5-r@X{EFC2Rk~Wi59WMgseUpS8Sbs5lLKN9!%-5^k
zX1!dxx1RbTY>~{uyLIno&&wSRvRFOM7OS27|JL2?7V8xcZsR_#f6SIN*!p=_(P)&X
z&HDCvE^GKWyLV}*?e6Cigiw#6HMifY3z%T%F$5r!?pishm#YmD#8cR0;Tdp8G0?|^
z`yk{Bia~JvG6)l|$bbC(n<qZi|50-m8@N#1GTtNhx-7h)S$6l5ea3(zEn%2A{PfXe
zH8D;gk+F)yaFb?}Tlo1K*Eben5ixL(y|F*}8?|3_uWGmh^QGa2)=Q&dCvtWgDwwvT
zMopK7)hw5YY7G~G!RAu7F&wU}OEx&NTWJY<8Pcls+4yT8c7F;(WTC^z;YAOJI$daI
zA)At#w*NAV61fa$(9>mo6nc(pVVqwACK*A8!yc8g!srub3l(Wu+ALRB8lef>H-(^Q
zf<{@S`FC5ZSsLz|QD>@_dSZ_Icq1pzY98&vW`#r0(?(9}<|stoX42W3M~J6(6${6C
z4du{)IY&223<qO%EH;o0_LE>A7y_IflX@RAf1lpN;{E~s2?lMs{(}#OJbDoa)e~rN
zQ>o>gK%`Of)xFIHf0wr-;moWS1{v5{#Qya_)nQJ2y6PpzGz)X_hj^(|kic8OKsYZ^
zvacRqtKzyq#CwEBO|1B=_uzu$<cEl55fce&FRS!eUGWXjykBWlbvjXY%ca^@L^Ne9
ze_HQLA~f6qP>)mf0I;U%OP#+Rt}@gER&M+rW=Y)Mf|&HhorH9tKNg$y>QTmE-pywH
z$JX88%GOA??)LZH`iX(`xV~Aymgz@8$dRFWb+*Y;iJnv0F^+#YWYxBJ5+k3N86!7q
zO)AkW6B5!T#t9=;rZq=@b*-&2l32#nf3_`S$9PngqJGIkr5&<y+BcNj%U0+a^C-J|
z=B<nwfJxdWQb5H-29RLCwXlPID|ZA3&2uz{xzwmE=w6%BcxIErcv2F%wKtHjHZatQ
zh76et#sEsUBQh0!dE`7Z2K%HAn(uQmr#r;N@m28dq={Nv0BH@)dcnm8prCvDf2Uv!
z^@CxzmbY|4*53e}m+<g+DY7r*)p--B&aW}CP=?i$wN(zQ>H74ORyQ!}$<K0;QT<k*
z(%urSURO=4e;{}2KL7mcD*w0J**wqWf=X0+Qxj+G!?}>cP$oSMOMYS(T%b*Hq_W7`
z>EE2T_lc?B_v!D8N3|CHSh@Tkf5wxyQ|#UbK`uzxP!M&E$-@^JDg#qH-t*yot4S*9
zOIIcfSA~W^OsjMN`ks-70ky?Yu+syo4eFpLpvhy7?tjXdE%u{X8p6$>6LtJF^kfKl
zgzH~t<ii~vC_{b&cJS<BgfsvpmRF0YbwZq+1hj2Q02z5$J<P)OO(0{}f26e5hTB<(
zXd4@g(AyeG8EtATuh-H@#8^Yaac*6?dN1I~v=~?~x6tG~EfAjsE3`4=^5h-EB4@@n
z`YeRhF6Nl-MLMoGjeyQtWoh#E234n2KB`5haQL>ecP1k>VSuK&6Mj)<QaTb<F#ME>
zW*LGEaBgPH*=i2juDC$Ee{*NM=Z))a-K9HMcSF3VjeF;ATv-HibL2v4Pn*Shv)C>E
zN8Oa!?%1LKd7dp7yPqJg41*;skd3=;*CBB;+Y2bt$@vRhkV#&oV2?+u#5G_=Nf}Cp
zwMw3n6|Dv|xn(f-;VS@Y`=yrrOv7d=5?z1v<%voft+o8<|3Clzf4{w>pC57Z=tOX}
zIBGGm7RBU`t0W1z<7#=NfxU-;NYMEM72+0g@V=EJ_pl059RNfspaPKW{1$euzb}GK
zmZvfLwa3U~Zkbd7V4d-43OjL%y6Ve5x;uu-L$^)Of~GTuA}Gz|U==p-#9(nuD#f!j
zbmQYJ2~5D)3F4A3f1bs0W@Y+d00DP+@hn;Uk7jO^t7q7%?u8mU8)93NCfx#oR3xeQ
zhL;DrsNONe3rYdEjdq2irxP5gQwdnSdSef7D3!RQu5rGr<C*of$sBh#Zb&5t>U|V7
zqUf`_TQs<|^h4aMFMkkl>yD$Msfep;GJhH^5bu+S;c*XzfAR^P<OTc3^+#e@G$aus
zq#?>;`~=##?GvC3wY*^Y1S&f48G`Tu$@yB@R7<aKd)>P$cQf0;R^!g%8~1*(-MJgA
z{C54k!LJIQInPha_3Rcd4alF}{k{Xvntc`p=gK~dK5f=>ce{n<|2d0O5@ffOGDpP|
zl_Y8}z9$~Ye~2oKasojHbU9)l{!D<5C7lp-|9v3ct2z$QtNCO=9OlPOmr-z1mCqv1
z&2l~eeYt?G$M*qui`8QL;BDO5cD+KIZ4X%Gaq`x?2hg<>3qtn8hsDiehq_X1;caBa
zWZ#74(6Vs0vpW~IPtj*AXRG^XSf(pY{&BXvTW=nve^TzASM{#Xe70QTaesQd_3!R#
zizTeq;M853Jjqh{Y=mwdG`rY7Ef#25*u^YOcDG)8kF(WJX$9+LWlCsEcwV`GO7Ec>
zqk}<MWfV!C*j0}aVeWaG1oGQ&79__bXcjEb`(h>-GMHM0DKCPJ5Q(p2jZn!?Pu(@=
zU*~=lf5C0<EbI8$0byx90Q@kdCXQOW=mTV97oi_{<cfTRQKSxN6=7VGJ_%&Tx>(m7
z2s416$uy*)v+1Gyur070qbU#|+1-!_ENl=*{w4VkL3i*RxkPSdV_uQ4lky@H{^|UY
zd-<=bHR^>8mNJmmt;t`|CZ(k@FT9L{zSkwCe+WPl;Zb=<216X*;mn?QYZegU1)6c_
zYQ1t<KtE>7#VvGUtD)Tr*;1BQBLEJihj3oR(SHvS2YW26K;-)@OfmO}Y`E7<-DL6W
z6oU#VL#bmz1$iG~arD$V>ZJQpESM5A^f{DR`x4FjOJ%Ol_eXK^Imp<H@|Rf5--s9$
ze+JT8m%w+<W_3*K5kwj?DjH&tvy$&%!-gb+5%>4MLlM6aoAzWVU;CreUe7xS@j)F4
zKj-NX6d%?>RJ@&&DOC4z&V?zPI4ISiOGdFw##-7<l)O-_M=>1K0ZA)}azw!f#GhZZ
z&=AgiDDFVdF^zJN+u370)FHY7jG!O<e<WQa5Vg@w)^jR^FkI+4VKvu5AyL;3S{V9Z
z^9YBv&(jY+j{(^n3Fct*1q7EPARnB*#N%)-PqJH5ZB8-j%5jWXHBALi-FX&F)O5x)
z8b?Fw?7VDsBUorFt}C0+^1bZCRNPi`sffy*0nTEzb2ppkrya}pINSMyd;7dxf2{6_
zi$yl}VhP+^9cTUV;I6#IEhq)#{XV}Hxg32^Yel+ro3%-H7%$DlYY4u(tn&btZVK8z
zX1Z2zS<X8_b+kT5R3DsaT$AZaomx+E3ghs6ZPfkr)dgR0t?d{`JpmaB)cwwJB<_8U
z5#GG}LZ&*OfxX(Ze=IIV&bL^If7wl84OBog$^jahm1l%XukxUxInOs?9!I%vo}MJV
z>}G|uk7LPzF)!pd!Y%ItH1p$b{S%p9W{h7XC%;1Ucf}A3K6d`zS7Wc&v=kRJ4#MgP
zHR?ix9V&l8?P-Yks9u1UUmU(moK*V<Vl%;B#B25TM7;m<Qu(_P{FymBf0mLWz)q}Q
zWo0$9^TW^#tmKep$qN(h<bO7KqrD<|6I?1hi6HdVvUC!axZ%x8tsYeHvs03>Hc!pX
z+Z-9JZ1uo(l}DA;=s7mMz9IA4S%*b0$9%_40`&l3D7ZhERk^aOb<ayM8CdfScrJ<p
z^Pt!Ww0Q}fgOtgUL|ylRf8UxNAs&-5QZE@5Wfs$(DjO*v6=HwnZ6tNYHLu4%E(^`S
z@<N=vFwTpt-1B)^l}t+gxXhUJSscUojoa*tB#GF8ITs3X#d{pZ6H9}pF(dM}AfGbx
z&|lTH#`p~QOCdfPZ$|hGNF%@}Grx`R$t76BdomT7UTYjU4DQLme{*b4NA*H3GRzv;
z)2Wugo({Ff^-Ne>SWiaVqIxovc)Vx=nAO1SAw45ji|F~doQgH#c{0)x&eNGqG|vFi
zgLyjeax72h4?}r6(TL>fNNXTZ#t!0mI?oK_=}bL}XW`{cBv?+O%Opaij6E$ng1Hb6
zd&f}ag`zG|btQFie{9Z19KOzxmr=a{o~g&M<T#AO;!`z^Aw~B(fY;@OAbq3OSUH{7
z1V?7V3qqx9=DVCx&=({6M}l+mVwB~8F-dz;`ji&ls~lKg{QVo(*L5*U$W~$N+w>gZ
zLVPlGy;9}uK<8>5q2iZ1w1bzr|Dt(sLQbqp#9=RHL-sl`e*@FfT^Oi?-oik%b`}P%
zY2`HNQ>D*4oA<#-20FBU3tK9p&5py+FE5nfArlu(E2)`OsjEEnEfRYfbf07Lj5gr3
z8lwOYo<V7PL1qikig;FE`e++A@Et&7)(gAM(wT=$%r(8BZUwn6k>zN|SaI#B_REX9
zt{$5~=Gv9&e;0Gz3KhqsJRFPbw^KC>FXce`i&SVW@5;JN3O~Aj#WMf(Rq`0lH&_dx
z4>AUB)Xy>cXUj&}uqpUU8}oA4F6pXDw0F>JmU7kVjCnZraxOc#UsBw46=`#C?1c=x
z8<4+HJFhwI$Z?<H_(9-(s5j3~euiFx(TVCw#G;B)e-jp9v)|qr0t@m`N^hf>`QDEN
z3zFjqtp=<&*;U499$dVS%0S3=35gR@E4G=Nbmq*X1KOG20SfoJt`!!GgJ0!)XSB(<
zJiUm_OJ2RI<#}q|99~fOCNeoQRcqgWmug4&ixaP&qeomfzJw$nan+!y$kgQgQ2$%V
zWc!WHf7dT}c#(LAKLugu5)O{`L5N6qC~l4qgaNAt4u%IR&m0}7M00SU5{U<}44ytT
zkZIPDfs1M#7^racc`*wK{M`5`%Q7mEk(NP$%Dg-#FwuKM0uzyPLdsxT2Lvi~WIP~a
zaVL*z4)x@NPH`HAiGU?YIj7D#!$3Qs15BFae_^i!atEdS`@uRFJzi`3WVR+EnNHnd
zrl^))49Di-5A|#wagN+)u*_&RAY(YLaf7mXOfnbyBo1;GD9`j;L%yawpVpeXS6zQ#
zL2^vvH6U#YJ3!@y_nP_m6IL4T<mYcJAg0-{&g=r8>J>~L1@cT+H6+{2Qm2+LdHLcM
ze@PndS%6*c1LC+nfL8CBVG@;(@rYNQH5_Fct${wo%P~pbh&Sc>NW@4#6sJz44Ia;Y
zz`)wZBr20U=QoJWh(yJh0}_=;Tskm#=$W&H)E|wgw01C}a_Dn#6KNTWs7&%K*&uSv
zXiex~9HR1U!w{XRjY14K{IxuThMc<_e;jiNLJ`-gz`a&5f~hk%s{H-X?Ac>L>WtdL
zYp*w;Y1B0oozk12bA-0%bMJoW)i+D)1*qzr2;q><_xO6TnCbh`A<@X<2hmsShomp4
z_A2zAW>I`(Rz(Y=UYesdaYN#m9X6<{aXCn6tLr6$>@-AZs@{<y4pOHdAShTEf2|F$
zn_AlG@*~h1yrGfouVJVjHt1VKBHPMx%|n>sS<t3%RJ)U`xrZ20Hy+5b*j(cthihJ7
z^Hv1nqFxU~S%W)c(B{($<EMoK4sse7{4g9kq+u#)+MrM~FpBI1v0hibN=DhN=;WEw
zhZ;P-%%NvAPXf*}ugT5hzrLzOe<gDMFXO2wIdE}Vb9$cXT<JW|L}JFlGl(mxWsk^{
z&$0*POgVYRGG&`Q1G_txuSs_D3qBq_ais;yW<hM}Ds4z=rb-KwOOYJ;DbF~<E=CW+
zkd3iN<4DAK#?f;n_E;=w5_>#C7DAmuAC0SVIPw`?9X#C8MCq9ftvHq>e}+1loDERN
zT?jT9uw3~CbvQ$6K^=(CgQjyBa_kL&<n($29#aZDol4Jsr}Hd91`CdqM{k75WjY+$
z^TvpT#Can~CM6Qn<>@rs{?vd$%MUkz5mUqIG*bGu0g9TrZGgk2Ml&JgQP&<;Ac>pW
zI(gPJG+32$jdIp#1bg!1f6|Zm!87@}%?}=jY^p8>>}G^&Jww{<vR|`8gxK*r?8W+U
z7$(=Zce$~Vrw=Yr2WH8^eXNkzvPpy9v|@}ut~#+GuGX}I2em-9!>$=Tc>JPHBUIl6
zb=S7qtO9J6)(6p-GB}9hN^tnio8rbV_Q&6n7i<F!0K{YD0~)A>e=V~3Lxjb=N;pD%
z>C8r<YRH0wsc8g2(A90SFHaOT=>V#RbQ(-KrYu1(>M>-rPR_zqeVj=!UFdQ|J#2-a
z?T_0c$!IDuI2_tBpm0T55d@v7VK_o-swYj=PY(st%0Q5yi|$Y(S|0-fRVM=+OfME;
zf^K$YEJuFI06rj4e|0m!!E|F0M(ZX?4v~2D2RH7f=%kZWQylc>(V5aLZ-0bs=!fJS
z<is!zRG?S=6P^TV6isNT5O7=cm;2B9z+o)v0E6yZ#?H_v$WnBUlSclY(m(@Tvmn65
zLp8sN=+%;__x}1W3io8{8`ONYJW4McOWT0TZUErIH|c(Be<t9cTy!Vy>@h2V0|qwx
z<^Y4u<E&%ws%-89!j_&a2t=|z3k8u<xuVpuD9$Wu**djzx9A_B)>QjE@ma5~1j)${
z<DA6GtN&5Pzy_rD@4d{A5287>OQC^{?kqN@ZA7Ej<EyD`ENZB0EXS&91Z*Ruh<NuS
zigkAoC-{o}f0G1c?N3O--hhs@2u=Rt7lQPs2HIP{5IDuP(oW!i;gr)6PDxxGiHt9)
zDH;OYIDNrZ3#bNY7S|gk;1R73rV`qSYkn+a_*DQ+8hJNGXPkUQG87%rbc!}H^k+fj
zeTWwtVP57%azei>aDnB#i7(D?Q<u9%COOijl!BF<f6GQun-O7NT#wEUhB$<8Fl}3*
zdZq<uG!+-v+EUDL8W-IvxGP;IqV-aEg4IdkagC2c0dSWbO@vcNmbC8IyXA;VN@RiM
z)kRP)S`ikJU;v?Q_<RrWtZ#g~_Y$ZAGjEKrbZrx1ow89J)H1I@s28-FbH`p?Jz|K`
z!y;bge=|{PkxVdf=)qErp?8srL+-KARc)*AX#1mWvPXqIGiN7ttxv;{2B9;B++*w4
z?FjCpTe_W9O}4f4Sd=3$na*qEAG+sfSj^Q@NG9Gx@!{ohn5Lrm1x4i7C}UO@$0VCI
z4T{ORgDJ!b!d&*WFWk91REg;^DUxd$gIV0Ke=3ONM<?=))?)1c_5!uWx_W8+<uJEO
zeKpGB)R;fn;?u5MLe5;orlM~xE}6-bX$4dp>`B&T{J`862bcLP#x}jgL$#dgsmb-P
zDKHaJlO3^qiNgF?-QDy8(cQQF6`!E~_N&TanQnYn6jS*BO)<=#&tQ-Axoi25U*UPp
ze*!H%?yBWY>Tp;7g0{c?f?}xCyD25nCtMq2^#C=7RTve)6;(3glPEALVaBi}GM)Gc
zPsHjxN8qJN^c97%VB(UTQb({Uk=D9e>S-pNO@%1zrd<l3Tej=KrZ}WI`)U(HsnXnj
z1Glt651Ok13=>R){TfQ&+?=(@)fsYTe}0`AfEp4Q*i<bh*IA;O$(b4+jg4wLm%i?4
zBI!Yp!6e7TLn7K;*+90A#^Mi}y^cXY<3n4!86Upi%lN2+PR0k;`WPRUw7P63k^&zq
zk`e-MtBviY9Jy)Z*O}u~o8-h0>Wo8o_CE&aU%*w80G7RB#bNNP3PX0K5<*cZf5-l9
zi=lOdmV&f>@~Nio2v2`5T3-Tbk4DsqkkIXQE}^>`QaQMslbDxjnq&n7vw6+59*_Pm
zMHUJM>iMK7IS{rm**>$WwjAiQFFCUa<AQ-%pGZ)PD+kq7($X2e^h3OGHxkC7Xost&
zbRld9A6%|F_aG)<zXOqwWBrE&f3<fXCM4HK+B**oInsAXP<z+GBI}j0yXFg@2Ln51
zC^CqAdm-aRG@2&N#z)x{zhZ^4EL2}EK~o15y{&x-+7KFf=X~+T%lC3(h<EWVao|9`
zQ2u4lz|BM)RPPI<J|zfgak)6C$u^aPF}$9rUH?d9u#I1R^;58>_9?WUfAS|{9{lWd
zqi%~m)=y1MQ~5y3d6;b;y_@BF{=4_+?jF{+-t%hv<jxm&3-=cPHO|v!eKWgREEl_<
z1j^R^;ck$K-BH@kF^RyM=>(lxFU$2G-fVU2&2H8|T+){~t)g!i&yT#!)q2IkS+ABq
zy@$p90}a+QtKGxK-9D_Be`L!#)7N)*K)~ED#39MP0JhMI)ODH9cJBRp^V6Fzek|tR
zVkQ5Iu*?zY?QC`LZr0CRZ@!k~)s6=%|2Erh9~pT&*OP7N&L4Pyi^ti$d#&2naBdy6
z)Sb)8+q!=~&z7?5xqm(_7xM+v$Nn~3EN?dM>~|jAmA(@17oM`@f5m?Z+jn{=_UxWi
z{UyD@isxe-ga_@5%OQs#U5_sWz{<T}F76jMOQ?-+#k-u^ff}O~sav8Q@G(Qs2nnvs
z5fDnPBP_Cp2Rx+JhHC5U3zsiS6L!KlEJ8o>j`dGvknQcGP|XyZ86$LBq2U2@3PWz%
zr%lyZQKW7pRH(j8fA-zUiYeb^N;(g_-IEL@yqopyPufRxsQG&R`@&^{J-D-5cf$mG
zn(ZE#Q2%*$H(Uxs_8duETN0y9={ILl#}AV#r&(=};4ac9rJ*N1LykBurD5`~c;9vp
zKRe_U*o&X5JAn}gqk7AtS{=&w3H%kMK9Z?+;<Lzn?<EPoe<+lr@B_q=ISnEI{OR>u
zj!vU<)JpdkHhEwlq)v+_CFNTnqlYdv>{f8^P*ZHZ3d!nsDk8$tr;tRRs_8un3F&nx
zB*Cy;B&TP%00Q=*^}eiw^-3Lp;Fb`NnGeMrgbir&I3rNUgT4r(dSBj=<%&~UAXV4{
ziO<wiJ(dire<F>%$|>imQ@r#~Ya?r^9si3=`ztIEiPsE_dP|GtgTMx?i)t2tw8F+M
zo(+J)v9>=2Xf!_sc5ZzNMQi+tAXF-pIxom;mYh@;yGs02@54+GJM2++-TG-#UcL|y
zuGawcQ>2Y}^%zK+<b|gU09Nzde+TL+KPDd_3EXN%e@|3~YpK{5UUhK-rK5IDq-v?=
zT|Z<bZ1VE(A3>os-?L9n>iInt*?NDMe!GN9q|$7weSBCB-SVpr-E$`-nCzlqtfJFY
zBxywXFu;H?kTOgP;+pzPStAxj!nFp4gj}{K8Wi)U;SgoDCM?ThOmI~7$8}XhWVCq^
z=J0lHe@g)zz1+m&x|f~fu$kisA8nb?TGmHc_Ry=k!#rPIya1L**Yrttmb6&<@u6%2
ztf_U@C9BuvXoWi>rUG&z;207CfB8hf8&!#EK?MABgaYKOUXD)fLw!^2=Pc#SH|r;S
zq0ZCn79m|NMBH_65Q9Ctj-bb*1D^bd@LgnIe;h1gOgf;^1{NI#b+o25DQdIe`g$j#
z@R6GZhW7Bd*9Cf_&^FpO6^8u2)10tb{EzG1Eq=J(?hkhfI&^18t)DmE?^Mcq<<cR$
zKh|^zZXa}UQYTpPuiFjfo$83L{=_uQ4-9#<L;wbl@+8&}2C{xr)TS$Bvk|XyTXD$8
zf4a`B?sYW0QFVxVrB3bUWxf5CX=_R*EVJ#=fD8b;%VQE~$tWzm)XxxGzZOs)ym^%o
z@Tm*cW3-(iY)XL<+*w&Pj#XDvk+I6e61b<A?k!ied5xnSk!1;Zcjgih?UOGs(WW-e
zgxK6=%2|c<mTj_3z+Lq>NWA@R#NVZWe<woFr5)t3Z$MPVaw3LkpdF@C0*L{)!JeQ4
z4-c%2PNjGX-e5IKt57I{<P=#PA(!*xa(H+r$KlwRoEhDL6*98htI+QJjN&9s4CI`}
zE$BeE1+dz=o7sG~Sg*Y8Znk^gVkc%6w7TbTzj3!)5@+N7=XoJ1Uj3O+7UIFSe^$;B
zaZn|Xgd2MU$O}I!NC;3zIg4nY4pdk3giim<ClY?!u2<XrQJlb;TF#P=9|WOlen0Zk
zERl1d0+IHj&x^mj<dpyj#H(LM1&xrC#L>BedlV6uCxZB^xx5SmgoQX!w4jdKa4;ef
zAK<S54j?R+DM8_h)F`Jgrt3s9f9N`q5FVX`F;OQ;ENJ~bRR`%ZN>^jiL?&KI(tnp>
zCISKil?AOYkJwk~iI;IGLvX5j@0yR8Fn;Pn&TO-p{X`9ZmH5qiy>w?QJfOPr4Z00A
z0IZ&uON#X44W;z;&2R2}hnL^(HjC9gL_T?OjhWJv(4&z<Jx1OMBVQr!f8>$RkGJxG
zFtINJeQ;cpg}*eeiNl{5m*Q$pAf{Ke`gP~G^-VRoalQF$HFuXw(9C8W1Gdj0$Nlq3
z&TNPub2nR%EA%wm>=xBc`|b05?z*>h;PaNua96iv760eieWrfM=6SUue+ZLeakFz9
z=;?O0gVk!ee7x~<5j?7-e{%b6D)vxcYZCg?J=|KXh51(*9E7Kiab>d786Wsm{ZU1_
zr&P|4#VL(^_@jsxa4JJJ@v0V=ysUgtWt`8CdihY(xH2-4%W14iAC+_J<a*!RfU~4b
zJ;WQ-7G(aF%SQ9UI4`ntkC{-LP{7b@7q)i+bf2tmw~Y1x8h5+{f6%y-?4MS|nE4Z_
z*ZNwE@zaQQ+n>sWovQ6lU@m8?`)76L2RCkYoTs0=2hiGYD>-Y<@`6UGo-CwyH)0Rr
za4Qf{W+m)I&EIhMCN&ne0+r2}-!WPJ#WFs?m7t^?^?XxN!Y5;`coH87@*st^0@^o&
zbW}_CKY6Nnm=`yGf3ZKx;4a6VhO;2lLluZyu{ILr=$eg}Vo&~#!cZySEi{P9*rj`F
z$2ULa7~B{xMV$M+$b#kw*I?K!bt}YqQ9tqil0PEZK*x(!4s<5N;ycx5#bPa1&zhj=
zkJ6qM&Z0gtlXA{YQRn{t*d1IVcv%~V>>#aBl9wDOqAl8ne*{|J7=q&KMwwWLcNvJW
zXq`xLeRh(wuYT-dPp@4dGkC%gGK)L3vq@H|c^!*l$?eYIA}@fce)6_C=1g#r0|ePS
z4tXTUXoaC|dq4vko<*AC32iv66C7n>%(a72T%Q5yPUO>!iqqAZP!=y|V6k>)z0i<T
zTa&?|*_l*df2J-=)Yk>K>Y+x0OS6;6o^1q6a&VWJXv4Ncfo3=kp?JLuRIKy+4vDew
zA(P??$5`guq%2m+=^;niERJ%FPBc`_DcN<*U<nLv^dg$Wn-X0pr{83AmV6!(?-m(-
zA(sPW^Lk`gr~5a&!EpPrD>yHT$1>eiPH8PBcf{+1e^hFfh~R|!@`Mc%4MTNi8jR%4
zOcL6@HI#aG@e7qoc8CI+^-vVIxnfWV9@b!CU9261>175<Z!R#2;;wZ<eczJMDL6g$
zfXL#qbtcNV^_z^HzR<14;I=J5s^8v~aTp(H``beX!G9Ylst-4SBtLGap)G%i1KO!g
z9OsCwe<Xr4w(_tJc^ro6LuVSrothL5PiUdCctZ=fsD6arnKy}O+hz2RBTzmcsbL2y
zoD6&y^XhGlx#bnDN#-{I$PdZlDp_wN5GSRrxSWgu*@H#atQA(l9Szq^kCtmgpk`_S
z4(;(Yla~oUQn$ywFiuMbUM`9<rDKXDi3r|me}F@oQBT%EzYAx_nMx<&I-Qd!hRVUT
zO;fFfVM-uV*D#LCG4UQ2U!I5qydjJ*tLzDE)G~nQVZ8{G-zQDw#98%|2tvPp@I2>Y
z7IM7hV!elf;8G&0+ZzPK0%`q1M|K9t0d4J%i#0Gm2JF!K7?7>;F`zoz1GBcqs0Z?R
zf0el7zx&b}uou1tuxhB1Vem&72gyhO6$UC<e5O&j4-4<z59Cbj5c?4o*}Ij)Q~UNw
zR~}k5N_%yeC^A1rXL%WdQ5oQdkmgB@D|}v>C9R{PqH_OLD0e4{LQZ#bGOl^SLERNQ
zvDB5}#^Hdd;wfrHQ6pF<X?hf#V>>7Me;aiu1n`JIArP(ZgupYs2?2J|nGm?p<cBuK
zWmiG~4?GEhWN{=En$?d`fTYWt7GUQ^z>EQqIB&<Dl*F%2+9=Lz8CP}crildq)(4~9
z+z>GGbr8KJaV+))b`N6!V2I~59CJjcvE@I$M8fl5Uxn(X!joZolrVfWSFor-dBQ~v
z$$t<q>O9hp(~!m+fNE%!B(HJ%)nYlr*VdCf^@em*@_Zz7h^w)wL9PbV7xvh!sdZ?|
z52+{1Lc!2X93i<56e8fDu!QzHGZkWgWNQwlxq`-2DLRx>D>K0WJBF0UQY=99TxNht
zy*D0A%79UhBw`&$pn=R#mNsKEXnb=v1Al!XVxV#9vq6JNo(~#C+KkY|VGl{zU~Cgi
zgKUizXhch>Kmzj3U=1{34r{PR;{+nr8YYmK#QC<#Yk~wKggR|Ek;4#yMk6l+7|20@
zKx3Kl0gZ=Qq_9w$=zvT~=@e^hfI><W@KKqjtQ3bMQt4p$4G4pU4t@Fnhe_A?6@Sqh
z_2g&%NfaWZwAvX$Z?qnZ+Gb}IuE}(HQi}~xm<D?+^Kef-3TINB4-p=Yg$SA)im2I-
zi3O_M4zPY3PG^L3X(ol?aGC{rQa|!o*8D8=H1fY*{QX<?(OD8PVbRCnOcvf`*iNvG
zFfX(W9d2tFIu&zNu7^UO^B6MlUVnT@!kY(e@301O43~BiRYSzVZXANw)?Ib0LIh8h
z*G8*K$24~}R6<_i=eVUv8y0)0&%(l}-Xz#6N^1e^`LPOh-?=^fexViQyrd_z;!Rkl
zLWNkmKt5(5;vBhMVh0||P-6Cik7x`{C&Z&6m+*y9S1@yCWRR67MrIO6)qhRV-1Fmr
z8=mj|h*723-6K1VxScWr#cp3%aTu>?W3>K)>cDE2<}O%}J#WFn>pKe;;Ha-)qW4?{
zAF=DqEXWZ@!NTtR1P=|qemoAtuc=;OB33ag+EX*(nV;u75Z5pecdD0t7{0@KT7sTe
zyU4kj&42gi>(y?vUSgjb7=Pn$+^xH-;O?J04&ZjTe!_6JB6}AZbu~((H1{#^*LF-K
zX817x#&_X#MO}r`DCc=XYR<FZ>N>CJsK1fdwuVqS1t;CQHKF*1?JtyAlt^mZ#(58Q
z$iW<{5XY=mL*}-YfLo%*!nH@U8O5-&Vqvkbsanclsy6pRqb%Z&W`Fg(UIfT_R6Gjh
z+eo-n3R2q_c`Vxu+oa6);!zZS;1@n#!y1NbqhUa0?-d#z)kFq?VIkiF<>_Es5eM3>
zN?O;tfFs`upTtJr4!=mp-V*;7O1v$8iC>-5;)Y^Zm@hHW*T*kFfgSf766HGiWHjbl
z`L}Sy_3}wf{5A9M@PD1zGBOeS1>Yet_s+?aOnrW-xqkd?WB|>QG7i)^vy*N7M=|RI
zljJ)fL#S*EzrH*syG~K&Ow91)UGIalGA%?vhgAmSsoX|%R(m{{x4PuqR2OiBZBw0E
zW|7w(xaYI?4?k1~Z@t$f!>4GXEc}>jJ|n&Y>%3~F)m4y?BYz!_$h0{MI&$1k(Aj4<
zL1O7%f`l4#5+o=k)7v*R+<^lVI_4orP^*Ig6YrDRhyR6-BWii4y3-JeSAv(SNhl|E
z7S%rltPR3?w7$OEjR9Gbimdp8${!NXAGQlfn|!O+L*DQPhF7M6PZ^#0*2HyQH_b%0
zL6sM8??(~Cr+>64`JZ?%qWXdXom;B^G6Wqh?>!0k!lPV^zQpqa*{;nPip~f?+43+q
z5qkX$>n!LS95&pAUPdGnc1=v2)<<|qMi(Jr%^pI+nH_`?XYC(g{<gNAO=mjKrhf*F
zX(K>K_PJ^~TK-tQrCBdepX%Dlh$Il7`2IasW-LCuqkkU<k>F=nolRYCW=Esk)CJZ=
z)pMCnlUuv5c~-Qhcm$cae`~>X4mb=b#?U9$U0t=AYOAV$V-G3P_nJotgKE>7qUYeO
zwFc8w-lzF690Rp+OE_nYQUeZQ&94Q{$D%sa=k;k$7%+by%2dWc?dPEzlk_!u_OGrj
zr+!RwkbhHyDlLB*!I#oCX=i^-q=~E8B?y&cgEyMai;{!deSh&^!l>HVDNjVAI-kh(
zdGnS-(^`iaR+s7P9Nb$PmtdF?!OnwN{y4#=Ih6hDRPg&5-?4y0iiSgLsy;Vi>zU~9
z80(mLpxG}`tX-1M?Y$e^Ej5(G<uf!Yx=9U+gMZT9qo2QR#H+}J9M5p~xGV_gB!A`w
zA#QnR6o|RPWP|16pdRCHc5syD;caT+0@`v!+SD7q8P7c6ZH_V4nAR}Z#R;*xY!Z-Z
zB`lyyQK9;y$HvUszaqxU%Q!=ORHFJ7IuP3dI$?M&jS<dJ^=!0O^IX7I@fhA?)32fG
zR)2EN<81r8_qe`wJ#{7JezSgF-BLcJ2fTIfX3xtV6YXxjaalia>psp_yTzOd_q=sC
z-qU9NV{z-kKC##z*J*Q*U~)V5g&g<K*?i|c&UW($bjeO7?yaBP&1|<=uaLKr2GFP3
zX1ACvsoy4>-u<(>(llGFwh+!ft*6M~L4T$dbYlMm_lcc!eWb5S5m_ZStoHiT1b&>h
zLqfc3U#6=FRCV>Jf2kf*iRu*MW1W)kYibqxGS2MzcCp5m=-jU7&yVhEhXyPjXZJ2z
zTDpnZa<Th~?O7TOc(+d%Rz3=>#-}XVtL4!60BO3jlp}Qq^|u4UqkFrUDJMI3w}0Ek
z>Yk#>9(KE%A--#)CF`83kF!)$n~l3&FP|%q`>?owz<-6wTdx1$#Hk-VKXMYW%_o0t
z4|eF4l;a-`nK;PVv0A7&`PrBE3ZIzPsC}6i$;oTiTalE%%HSaC3V8H<+6}bErAb~$
zSXlY!lPHeKG-=d`SBs{8mW%4{e19f_QU<nY?bcVVJascYLL8@QD4D1Zux0*7ldu=b
zDH89?KSffa-jxGr^IiH}wH)IaYHj`{$)<21!+s|)YVM$}R!_-HYllO=H+DD^8rGa8
zM~oE#GHn$Ov6|{s3^1rd$5ZG?h${%f#y{xLrxDz#Mf-VD!ta=v1n1OiE`N|SGEwzr
z!ru5W6b<5ItioE&&>HUTl5`cD4igcgg+%1+k7ECpCPs$hX_}OPK)m{8RCs3)X2GvP
zp)ZXzfG}5iBR$kmUJ*nbP?XV};;$Mp3Qu8y!$kgzh>)M4vh)+uU)2!20{agHP*jkY
zshVetz^m_DAhki(M4KxeDSwSg8Fm&;k)mZR^;X9lVf>olDDNW6u|08?ostZ>p*D~o
zh8g(I-G_E>C9q;)BZ(n8T2;s}Fl3I`6hcMbH0{f(z!T|LTSAsZxHf_|Omk#F8yX?%
zYBJxAjEo2p=Au+jelRYA0ot$#mbQ+HV9I$=1dCe6L@)!bJNt+T#(!7`L@<S_h5m2|
z7Y63W(<M`!q-87wLwZ9YM0P8p`XE1HBpfiDS5Y;dm$yIn(r!N$<r)VCKs}{J{M&B?
z>9A<_oF{*f5^!$ar;R(G?V!`_R^I*d$=xi}w#jUXBP`wf+59I?R&A{=z3pyx@8VYs
zT9{PCkA?dOPI%+)7JnOT$+7}BOBW|At6fQZ#FiK)bC}%kDpBWTxe7YDXElg=-LD{G
zGEsz?P-l=lb-R^-0(bFFs;>@sJM`|6ciKQwEXtTlk`Y<BO@;p^vLEVN0@63zG3p&L
z^&_vl@gRQ)k9qBINV|;_#y@eg2DRL`kaIYuq;tFY;cm8z-G5Ko7dVg4+r`|wcUSE}
zj{0~C&Usq+|9P$!aEX*3>$$}IPxXZW6!f6X`3Omn!~#>0BeE>XP?E2566^VC*uBF(
zb?4}eKwQ*33j+i7by@6_(^L~~e%o0;@8;`Ab=qroyIic)Fg15w*cqrH>u$DKk^t-9
z3BtIpvaTjKIDa47mvs*N+>_JXB8*X|ru!^_pB#$WJ_DqQ#c;W8vL2LVReUpF4CDZ}
zSFg<CRH1NSMYKYr-!V}aPkxwvgt?d>)fhAJ6LcZxX0~-z&q5dL%xA0H#jTtJ;1N%=
z#paL2*7fEO>%|<~Ne0l}0`o=no+<8@nvKzJZQ~9ISbvG?@n#>_f33W<`JuP(?1;()
zbcr!>Q*nfr>>j=L!478>XHgppDdWdI&C(RXdGT`*g|X=3fx7Kb3+@(tck$<1{C;bz
zG)pJHK;DwD&`;GLJ>sz+3z&YW%7mgjPb>VbEuigGzXNt9{AEj^!N(1O#wDFMdKxA`
zp5y_t!hiAe^JS4Kp?@u8f3+QEvzfX^69`XyihXtdvdW$l6(~{-sg8f|5x4IuhB`av
zVe&H7(rPmG^3_~xoUF=9Y*Y_0j714BfOa*XAP${Ro)K*hFql-Cg)pIEJ>jiwt16fh
z#+8dj+gz14S$U$~!FMDi(@u+nA!^4Mo!6`)V1JT~*Mi5SJRC`~`1CF{1)F&8EKM?_
zDlIih`=EFs>%S<3%?;XNMtvU?WbuAbgf;?zg@;ZB4d@#K6f$rrP;r|_!7+4)0%aKf
z1PTCVe?QBey$Mnjl{M)MK_uwYg(=o!dJ+J^a_a~hjt+0+MB-hbyy_4Xm#6w%N6tV4
zdVfoc^tobq{nlq)w0hxT%l3P4b*jY47sjT8VK>L7bHP{0rlX&iyUpx+8o{o2W<}^n
zv+RKBt+k}{qP)(#AC;)+rGfmFtHURLaU?L}GNONo>`^aj&y|RglX#Wvn~M1eqdFCN
z7*jYvk98IrG%nbz>RVO)w#6azro}S!mVd=jh7F6O80`wc#3HLsS?tPKehF^v*G6%U
z@*gwVP}aA=Cfb_?E2jvd`b!m*=Avk)>kR1ThN23Z+2O!GV+UAuN^0vm&>K-Hojk75
zscc!vBtD;}n5x2om@`|-LEf9)!ZNgsVU|k@<aWK<c@+slIfnW1CQ9~iyQ7TBkAF!N
zOx1-c>D(;W^WUrR!QFVX)vY(XS^scppVNafBP*S=66?r}8M<CAe|qkpyN&zk%0EGa
zvr+C3ck`21txpe&?Sog-cMme|dsr`Tu|c1@A3)xywn2zH)m9{BtJ(_8_X%R1&xV4G
z5M%QAJ?c>+a+7+L*C`A~LIo%$f`4^;*Meu--?fk#Hh4`c-uAe6Nk{1PZPF1iZJ#s~
zJ9W<lbq`w;u6D>9DQI(Q9MW}c9o4@=gE~~vr$H=iC^t|Jrf~)r`(PLHOp;AC(_t@V
z7!`y==oUniY9HB5LmI5HY|?}8nXa2ayoO5EcxP{6wC*F9f5z(QGL$gQwSS;t`nQT(
zt4wGHgNd7jcK5;7X%U{nf9j_M<kV1I^2iZweF^6TS(2u*ql!;oy-K0pMv+#DX(CWD
z^}B)W#Z-}#_wHw*dWOMMD*<hZL73P2$Akk@ip{TDM3EGJ<h_JZRBgBtvb=m-QmHL;
zwEDYdSu(yzuTwyoOA{DWC4aw4A^n@&*EEExFzw>>6-$G8+3!e~oDGk6w3gEIHH@VI
zTn%@r`87+p>}WU(`o_=j7p1!yM*gUm;V$Enli@DwqK_dJ_Mn#NpX}ivI;0su9Y63>
z`3El#{}DW1aah8OK%D)WL>6hXKXML;!vZ4VXH}QT)RFL$x)Pg4;eQ}0HdkrnLBzr{
znwQfc>j|}hoyVCB9yBgH|5DqM3PVmcM@VYbG|39DeyQ=i?2yFK7mpe8Y_X1`S+-fn
z@l0E-qXm$=WjE*jrX|TnN8Z=HOs4MbUZ&IcceA8@{}#IzHUOw(YSmAKSDh(_+tdIE
zG9`<w?SrOkCn)y?>VMs!zO4EL^%vY5I(-sM8Jd{+5!1Esm)I9tG6bL|H2E$$0#FG$
zq)U`QqM(o24?(z9O&tPjTtgI^bi&Gj=AW=aFh`DU9PqknatdP+7f&KdBQaf-eW~V*
z$<t>2xLCQXo%iIfpFr7^hQNBCpAk4jAx{o${KNcM#&6L6+<(eBd-Y$$HdhCzZfFqX
zQ}uFMp87GGfVrpC3In=pUqn+Iu&K`XTJYkU(l7wvWsFw#NtU}EwiUqKT6tOjOvZvK
zVk9+CRaD7ALfArIbWkUxX3vk)!$BLhwIpObi3<Zwf-=(rKIylBj$bcX7<jpydhU-5
zyv#>smbQ>kX@90o4$OEg!aZH1TfCVE4OC6T^)yWbK{J?|m^;%NQD$9px(LVPvhs%e
zUgi9$Rz$0n|Du1`l(U3fP9`HiQ*S7<mqD`UGs321V*58)WiRNMv4AlZql<W`dgs>k
zgD6Yx(;Poak3PNq`%ID*3_<4)L~Czjar-F6H6SO7PJf>Aa2(ygWh$O@zu7w?@6srh
z)Dk_$pvKge=!S@Xg{jbGblRA0LTTrY=-`jyeGlhoBMs)DPREV1)&I5@yQFBg$GnDa
zdw34*4sclgeyq*o^plj>2s-%J<vIpP9X%Nb^<0=l(4Js70HjCGFVaq^x!?!u6XymG
z)?9oKlYf5;J3*(JADqvUZ-gJIEYyn_oeI^0aM~RN@94)tgqbMXpk<Mqd<E$6fhYv(
z{(y~NJ?6Jh-bIEnU=s*2IlHu7kNBo-veaBwBN1<CaWYR`{uQ6~W((F7O@`wKf%oCd
zdBw@k;0p~lVs(^XomI+Na3Vg|C)BEoAuP!1!GG^0MLj-d1>#<Hv!a?y=gDjB`*@(u
zS*X3#V5ai)B(e8*iF&c|5?-YiMr`q4LY`z7!i{h?Xj<LV^$yxyV=^`OUxoA%^$LQA
z%0Of13K4LCK#tZfZh8rV+dAL(>6`?WX8H&!ap)qbJn$1&qa>SypfWG}2PS&YJune9
z?|(pLTAc$GI^rA1*v2)WI2&8)KydibQk+I%B48P?S}fXW^#RszL+Narl-ZuBv6|7^
z8EzhE1@;f!<XlK{tW~4X?RXY9G)8Da^ORD~M1+nzhft1w*<Bck92?CW2x4Gs^73O+
zM(Q>BYT8oKv57}5c#v&arSZeG9rsOrF@JQtx3xg3gBi4z?NE8}#@M1Lzda&<t|dj`
zb%WX}Ihm?nm6TmvJw{e%J(`t8qQ;YKtL`zuHvqmRR?837-;tRrKt*8PJfMg!U4QCl
zxwu}X#HTMk`pGZ$M=v)Uho_LL4#BxjvNp~8p;s#t)SsrntQN-BBL*cP#zkNWqks0r
zTcF*%c*~e%U2H|Vsz#5hLf7(T!x9|%U-jUW=g0X+)pQ?z7Vvi&qg?UX&T4-_VINr%
zAAWTeS-pe}KHhd$GsyO8POs^%Th>U+u@(AM_3t)3nRmVWTK(^Gc{G!mM@boM%6L<$
ziLC}Utg}}?^s+L>EiO+ggkKwVuYVbSI^LM(QlW19>H)Xf$JkE#RUFj|1?tU(JPy-T
zaD<Da<q@0V5_YUA_!e>Ni}DQmZ%9tHx)2vRgNj>ZxAn~lr6;Jn09S7kFn%n}q<Rpo
zb;wqupG#n5lCs@>!|s{}k0a(z_?}2goG=0ZQqKXd1MjD=lg5_4`_UCjA%CQ2m_k>X
z&ehfZE7pK3|HFi$PX4EsN+iER8F`&?rAorXwkBf~f=*I30bU%#>I9?rQU(Wc)e?{!
z?B5kY8z&f3d`zV4eu$Sn;)Zw&!Q~N|3b#2S-Xa+CluRti>VkNSuzMipGBD|@CbBL5
z=Sl^@_wWsVH8Jna%Tb$uQ-7%Sk|Of_)T9D3aS)%L_$)HDKFYe#W+{&5qep-PC9yVZ
z6XlQV2wz$~zg@^5GuX}<R%d7M^1?4lj!>sZW?KyHF{?~(nfSXDxjN<Hm!DoZR0*{Z
zn$_tXL%kdZ&{!FL!E%7Spj><zm@Hf)7)PB~OY*RK6<mEe-}WL)?tiT@u6idky3#ju
zB=s6&^JMfIq0@TV`Hg~clc3owHHp_H?3h6?poz)BE}_Yp!EEsAv9xMuhIx&9gnYG4
z$+7aPx9#eUWY%zLti0y=xnEe~b#_2UN+Y_Bap*O6JTDbDY8Tfj?t)odr$F}I)sez}
zlX|Rv=-O?a)q7Y9b64KP7w(cVsnqIuN$;0;cFU(+rALmGqbd7Wm{L3NUDh@Gm-K%8
zE6mzjobxN}$zF1;<0M7j+9DNy6@wlv$@%}ol$vEmL(BNmcg=bk<el*EFb?p&#glPZ
z6n}Z*?s>IX-Fv%-#p-wUho$?&U1D=7nngd$3Hogvdb_r_L2ypNLgjgfWLjCY?luA>
zKXI@TY2<&Y1LklIw~|h^8R74d*E2dyR{ar^m!e~Ul-w6G>HyYXvs%@w0tm4<myc_S
z9>8f9w{UvYLD)MK0}{Al2D1GsVfET@5PugY6li17>Ey;~gq@cp`0{dbIN^>%^-)LR
z2dKrnKI9~dV-nC9WfqYDVAJTynF__UX}tz^)+d^ARwo+KXcH)py^GbC<}uEOMYPV|
zU9Rrl0MnP%dlc1qNg4@Zx4j!&RKx9|@RmEcQD#*&0jX;m01Ef&ax>wbQ7c59bbric
zwQ#R1*pY-p9yVP4_GtT^d3cDW3Nu!CeI$ZW2f%({l{cG)VlA~VMkP@gqg`kiCibvh
zCS&vJzP6kNr($w5^kkg*dbxDxyTy71E4J$Bchzgz@b1}{c96EHF_3u&GzKcAy^eSf
z13|0`s6Pz_9fbW15%7cr1_GMs-hU)?iUcC6(<-|!NMF$9oW-rX+AVfJDTO;5_ul=}
zbN}3JX7e49w0&BywyyUy+sOa!em<dJt!R^T!n<oD=mcS2JwMr&h+4I5VbVrK7W<Ls
zry-v5E;4Cto*!b<+z&~aub!k#FrzN*A%H=O{K$_FrFwA!7pe|ng%@EGGJm4e?OSru
z8#RI&uEy#r1f^hVQNI#ow|-3dhVi2yHruCwG}DKI9&HaoLF~Q-IEN%r=SJ!}dBIog
zpCl@4f3LnajyC1C7>pV8Wv74UR81!3LDcWo|4>_TU_}n(9h{y96o{HEq7F(6sMB<<
zpp&UT;bvtWBbU*-4D`#>$$yv4nd3oaoe=PJLR{l%A<#DH&NAtmfVM#0ex@Q&oPi#u
zGRhZeP4oJSA|$LE$~mj0_n&8XtL8c0Y_<Kv-B3P5y(ISJZeUTO3HiBuke@SO-@4vx
zyOliPEX*Koo^Ljbxg@T3)kYm5TCCXjUD`lYm$WdNq+*^lg;WmW@P969V`kM4z2+(_
zuIpdms^9P=JBgCR7Y7*9p-04RdL%S$?Jn$UWWpL+oXFi)$tGv*FN61jhw_eEg*hY`
zw{D^c7H7b!p_2Sf0Nb*O4zz=8qyEius2y2ZXWf7(_1i*_(;9|c^9rSU+H$tK^=3Eg
zA1>uP8s4LOyLf(NMSrf=D-O(hwfyM;&!p6>rz8sZUm!)-BF=0+Uq8zMYrb)3z(G*s
z%-4^P&#T3}f_S_2dWj|7&UQ2JaeXVt%{l3l?iQ=rYQC5)z1>Cz9<yqxb&I7f-FroH
zH;>!ecJ4QBbtnf-+|KUY-B0gny<E(HB7+4T=&rVl-QtJqv483CS;j^xsM)HZ=5e-~
z-B)!6<2G_&f<I){mvvsEWd8=wV6HJ57yCtmsK*vQvapaY7XJ{PMwAi7i~ka0^5>6n
zaC3EymP^-^Q9r4L(7y*fyq?ASwu3O+{^<NgVT@W17C0~*1`K%d#DMk9hRQ&G%~lk6
zchd+HeML*b9e?!E8AK=3V8H#SCx^HGJ_LM9$3&od&EB8<vU>Hq&dj@8&eVAK+j`^O
zd5??LdIK#`LTdT@28M#%^uOdD4XNd4lrNcg5S;vNza}@7FS+d?IC;1KC37^SmcOOc
z<gSC@<nQ}6aVcMN-$8Kl+xcvXUGUoOkKzR0y{M(sLw_=%TJ!KDm1iUsS%FzyXjt)=
zm%Ji{1M%vYQGu7v(W3c23scONa6=GrdBTcXau!aPel-uV0EDyT<W;vE^Ui>p5oU^b
zScnr=<%3ci!~2>ftCH_f%2x7`h!4e)03df22?<YVt2u=+O$Sn*rUMC}>mZB?I*7|C
zQk&XH@qbi0SCL_RJh|?z$$Lo_hz#-KWW&kCD_ZjJGRzR`0kwD$7HHk0)|@L*NDSTy
zjE`}k0k%eULmXVTH^QNWbF8E`zQF<Q@P?2)k8W_`^WX-T)dmTi_}M?=<f)d{8zB(F
z{Q&|ePO85#JfIl(`u7J1xO8u9KnN4-Z5<iln15zqzzCkl1-NuKEFeUIn{Cpmy~rj;
zJuj{a<Bni!2++7RkOLoE-d5+f+_=cTo>WdyaODT`vdLp<Y9eU&&%vq~0@a<ImneCm
zf*@+Oh*~R#RC0IMsI3=>qmH=bxOS>UYa2lx6z+3A#0#AQZkA5Us0Un&b@Cdm8j~T_
z<$o}EGgM+S3<|tZ+S4aob2T9Kvw}v*3o-(8Riu#xHG3za>kZaaZ933`1Q=)yK>*$g
zX+#Mx!<z)>C5-*-OM0>>$q3t~Cb&v(7pPYcSh19+FD*FSi|!WC$<N=sAdFC%YpgsK
z>x&@Vb5-?(xHe&8;Jwv&5`5I+(EXr2U4LaYI2slC^5_T+{5<#w$FMdk&M-D25O$%Z
zPr+W^w=sGTLo1DudJ*E9`<S@xvk;oXJyvZJkP{V?gL~7$0?M1ojK}n4$TsV}{0yH=
zSux<8`y(7vK``E9(?6#xL`gU|v-$7$oAvYR7FVQmx8ArUz+$y?)fLhO?0{&G@PD*f
zKR)e{!dv%ow%RS`Ao1)y+>2fFWW*$mcM{Is()|-xn5^hxy@B1^?Tc@Bv(@cvbBh#5
z?m5?a>ZG$QPt}-<jdQIS=jg`)VtZkPR%Cvh%V`8^X~T*H`KeJtubMQqx0$8;wVX<<
zQeC^J7ZEhqanR%XD9I7(hXH1nYk!<sy}W{ZKWUr_Y1fMoy~^aaXkL5MY7ByoJ}!Xl
zw^N|KSD|sQaZfAd{HAA<ul=fpsn;q+`=;fuD6xJGrT+*u;&p;)MK!g-Buk!FfR>{7
z`nm)6<_SEjQFC_1!8^5vmiWv1#-!N`9JOfnk_HCN&cAHWQ;Um2HBS5y#(zQb0d~ZF
zVW;r3gTTIvsG%TTXDDZW##BwD!haJPA$^)jaPs;`U~QPBE|nI>0UJ1ohONT=nxPe}
z=LiG#!&Hd<5#3OoEG=P-Myg)@^BTo?#0EQKxj?Ws*Tm2{XbjM09bu_hj@p~qN;eS}
z;d^uGWr}tNVrmk+*?H{+K7Tox2Hykyp1559!3#uAy^BovCw02zp(xT_HS0?<__n4U
zgH3=shRds=-VeMYJc*<%xVSO^JB6`&=~KNSA0_Zq&!c4C4@G1d9zj98$2b9zb@dX>
z*1il_d-HODSw9n&^tgWNVHxI_&e}-UkDXw;X9ECP(U*#YUqz-i>wk~~y@es;X8A*p
za`D1KC048n=q(>Mxpn(c+_5wh;UJ?93n^>=ig>Bu8y;%+=OPkyM%+TITeLoQ#HLEL
zshtn~AtEI^XxOTJIOvYmw?ya(&+_Fju`j3&$VzeY`o|<EbeW8@U@H=0Zli#)8j~7B
z0~4DU=P_*%tk1NvNPk}QJ0i+&egoyOyT*4m4NLN#HZsAWDIRnbh4rCRfKV?wfl2IW
zfNX>|QD^&n^P4+wa`erhFLr&8ymjwp&&wSv^U2+8VOe~>M{d@)&vV#krfTCo7r}#i
zxA@8ako6?5Hv)3}z)!2aiSQqU6BwhuR14g^Opzv%iQB&&g?~oE&#KpzGem;MiCC{%
zKue<#v8X&&0>~j=U>NOBwaoe;sMh=}$U*C~Fpb9Nrw-a4TtK~#q~62Z7JfnK_XCg<
zWJ#KepnXYCEy?7V)5xO*6iMMn-b+~DtMm3pUp-DHEsfZNzbS`u%Hx|dimZ&QXH7b#
zU8k7pr&m;%QGbmv4#K_QZ2MAsvHn`>s!PcWk#eJ1Ud#LjAI53f?0I@Yn4_PW_@<bX
z$a58q%U|jm;)=y3WpU+dp@u#S<B|)c`swEQ)ps878pR+FeN8Chg8$<zWz_xg6mrS?
z@s#k5^W!W;_kAp6>N~p==$AYnUnx@@A75z~{T`th*?$VRV_p;)01l8&=Q?skZk;Lo
za{nfZ{2J(!|9KUx@Z;-ngYZh^@G98!zpq05_f@dhG2iA#H<b}zq5Elkhb@l1SV|;b
zuU|+O9*$Qpg%}Kehjuu|)^7`Go8y{gbgjWy2(Rwz8^roh#QU-Rk%*bx3`E@2W*lP2
zw!;uNIDfnbwH}1Hq5r-Hm1ee>hlgwoM|`RSN1p7Lg`7x<{adOs(s)T6eNi29#XqWL
zPcOA^M_{2v=7-wMsmwwia6MN-Wl6B{-u);Hs{8repGxqk-4jILv^~Kz>%)MSrl&H;
zTAs|+8=i_AZ}*Ahoyd!w8s6^02z+os6P9tw>3@W{ovK5+R;(_(<TO|z|K{P6?^{3x
zCR3}%0rVw9uCHE9+qSoshT2852Fj&z3Sgqc4zno432nAYSURV@s16c&;j4Fw0`ZP+
zW0O}u?Mee4{oIqi9==?yW5Pq6WWswBUpWngxmu|c)DtLK7^vm#H1fX?hmv$2e$>}F
z`F~rOdSR?y1x5|c8V%FgTe%UV#B>f5ceY71Pcun0WnhtL4)AKE39#EE8i$HROpMJM
zC&NCwYxj3%e*H;4a!9BW-dmn&nA9%}*eN{WPWhQEP)D-~>mP$wag!^jRnSz<F^u12
zNQXNZtV=s#ypPI2r6fzr!x6r|J-`*sUw^%qGB}8Wix#yHLgHbNHa7&VYC<(v^Bj?(
zB?efhBp?g&+NLJs052Qr!mxXVx@`RzCtiF3J-(^S?;aMb-xsTUZ|VMUm&gl^yXv0!
zB7RN4UAU8UvIH@~IE&XCePNJO83X{NV`@TO<-rQ?<&|mbPC&rqlL+40Ni@h-0e@F^
zg*c_9n#h&8Kmp`bQe<fs=EB40Q?5y$zUPM&!fO}_l6)EO>opJ|?XG_RI!BQXNpg_i
za`ID>JfSWcK?bDK62-e8p;)JVDnZ#hW@4n|RUjKhA|f^~trBGx)v3?nIiHpMT-E^7
zNtK-AXNMeHsDqf*wxWgn11>sl2!9|qd=}{{4Df)RENs@)m(;2Y0m!Cwt!{K`BliJN
zo#6uZPV(%v_EHbk`7+eyq#m)2YwJGm<!VY>={AhtlRe%ocB!?ReoX#Sl&b3ob;gwj
zG8|(r@SV<ZbeqZmB%q!wsjv_Q8nFdbel)ZIgNBg>6fg)Zz~W<Z1r#(0D}RvU_=;Qz
zDxj!AOaT?QhZIl>sRo090wC^w`m=Cr20|14eox#{i+XS33*$ojn0=WS$*FNJIgtkR
zHUr6im2f((osUr?0PLx;E=ns68I-0nSoHQXkn-Qv=_IxNt9rI{zQ{S{82KNOC0D=$
zt<5HmG&w7Z)$W>MaHL_Fz<(p{0-$5FB==>J)0|E`vwZ^;LYglj@+J?(;By~Mx~~H)
z13QNTT%>P*-ML#VU2p5oHuDEWY0mw6eZN$1r$228;&u7n;&FEG(lLLyHyDUox}K?9
z^mBK+U99dgjNN*@tZ(CEm!2EY^JeMI*Q=fTC*(r^F7sbs!#%_f&VLfldga}!X9{j{
zC7$Iy;Nt^!$olT?$({X9<{+Lk=!2v|{8(%k>y>-!?H)Gk=lh4JXJn%|yUpzGZZRjB
zh)VcoO%XK3+xLa#lqwGMBmBu_okGf%s-xN@pw(+fG!$x$Q6qdL8DjgTkARFqLpiN+
zFs4CD(rS{7ra_aSlYcb>&@~K%P``MET<9AD9I-zpUXxb3)iKIcH0l6|?@)az)Ch;N
zqjkk<zn_vDZJ%W<g2$@mpl#VnI_Kld@NRylh&V`%S8rj6lTi_n{Jg6NUKwXbPc4|k
zd^RFoMSYmc)WSkix0^XYkRCQ7ZYmwz5eC4%&dID+<y26saepuerQ(5Nb9BixWp?ix
zMksOAITTIWdGT}M5uHp0+Gj!~9a1@qiKH?Oct|MA=+24gnnATqZDqP*@SuTSrh_PH
zoQ&j6VP2@4lHFYtFE_B$8cM^a=Zt~sUDQ+f4|fS!|BV!{mnnk>pLbVx*x4{MHgnC4
zw;0ZZnnx$6G=CVOfC=qIpnum~V011DeAkk~4mQ=3PC4vz%#A=DQr{ftZklBxHy?$C
zLQzKC$T^5yFeap@8Z_gAW<X50t`N>*8eyl-`+{qgmZ2uxby6G>2i&?nxn4amI_%aB
z&eZ^6eoJ0(%^(G7(Nn{q1x_ub-qzyy9zvG!9;83$<bSH6s+>{7Tjm5N2_?s^>?>sf
z1;myUS(ao3arMTAvY*Z;m2pnSRVS}-hriCKPdUVfsH?&q<F$+;DG`fyl%}<oy3ZzC
ztXb9068V9}7eqKO_j@6bfNFV^&^D+GnVoc#B@7)LC`RgMMXd6hDG$TbBx#t6NHy?Z
z13wI-WPg=~$Y_q}{KmpsS|zQqEDf0lZ{D#eQV+ecen!<VY<vD5l>({<QqPDH-Jy!W
zDdI+4Pg66CQS~4yKVNnCl-8M<rkFjH?0)K&zps!iFk(Z}7J(YbyGXn!$$TDLP&5t@
zI9P6E&?{0s1bQ*5&#=XsC=%{@mjUBqq{)D!kbf+3CXy4-+N_H*anfT!CWWTQm^hLa
zVxkbE5hjXu4)IXp&<qEfupZ!{5EtV+9B~ld;UH#ohvi%h?oiN+u^ozN4ef9wGqS^R
zw7?FFC<xM{VI2y`VN92TIxLX54m}_ZLpmyp)`XPZtCleq&!J&N&Z8}0hAbeqfa)$*
zB!8;h@c6feE@AOcRTxxE{MwftuPj#o11c&teFxpPW)7)eCFJa$S1Q58Z|fUxyPNG?
z?`i%2)pjo3jp|4M-uJJ_IkRpSvz#5VNt$Wf_ySH(&xS(`i8)P-FOPI*e*H+|DG)YQ
zrEKm^+pbTqszMT_lIJ7ChHsHOXs|YY(|@ykjqv&djX-2L>kaA;)Aso%4~`qG%)Pk+
zM)Csie;pj(1hcnY+PuZORErpE+w<+s#`JB_O>h!p?^+L*YwcF(0c}98W$#!gtgNlI
z^NB3)u(#YN+q2fegT2GotceL+-mgrc9pbICwt|PlW`inLqU@~)KQPzk-nU#jjelY$
z4x1r`sJL%g+=#L>a?7P>5MFBZ5ZZQB&%tlC^$bnhtsM~j43#9iF~VsGVMjn_pl6pd
z1~qM#5%e{acZp+|s}>T*gX#IW!kAxuJZwxCDcv{@<}sKrrFafMEPjC+&IQ`y+0^5E
zVE^+8RjLGWbwGR_5K3o0b(xw;QGY=b3@x%}iqjh7Gr@!1o05PI*-_JU1n=bMRkO@+
z#g%P~8#xv<?l;cr`^E-3j|t|{+F34}t*!&}u(qARGaoGAEcgmj95ZBdKJArl!E71x
z&AzvNprtJ!>+J|}{4`iu8|xl=Uhp>7Ub6}_cVpgf_>9uoZ!En9Z0()ndVhME`bVzg
zvg!)m5IqsBE#F%4@9%#GuJwa;KX9sjvq-(F;`rb6Rq%=Fh909Hk6K{w_6NT;7b07r
zwA#oJx&P+)4jX%udmwuitiIWswKfH8O4@4%YEXk3#Lsz)VKVKVWF7pLc+Hg-W$jkB
zt&O`iHxG`x<;(rUZpF7Vf`63>TzM;?|6%ITSP4fm-B^92R&~cG(p$&1YSW;>oP*yh
zutw$j90PVOZ}03pi*@9`g|nsM{DaGe+1WDp?Q^EdH5EInp3oVH`9om}dtdC%)xF&7
z1DMaIhRw;<#gn;Oq;2XGEBVnPwQ&fvcdN}|ZFvDR6{I$*abk{WGJiXKVjeo+DG+!G
z;whu21ZTJT*%bgm0`gMuYze08noz!R?>HOF+(E@`W?_#oXU@fTz#Ya~W_u4W$+_oN
z3zhPG7r6B*(p2EnQyk6-TT(__p4AO}+n6M5Jg0Gmio%jHbqd5f3V_EmMf`;+`$7l0
zO*A!3)2M-)rf<5dDu2$e{^ofc^&#^(ig{R##%ktS^%~PTfW3){oUC^kwI5{OyrOn^
z@>Q)vV`r5PO`O#^JaJa#&`4S1mSRMp!zw(U;%LS5Po7I$YLQtGk9$jUTyX3>RBWGT
z7gYA(d1_gv+F%gNy~Y^#A9Y~syOKuTrv=*d9*9*ZS0HHI0DoXGiwdh$y3P@v_(O$7
zpD|Ow2qE=T8r=*AG_b~wWas-Is}h8`>lqd<_Du~#8&R5t5x;5>tM{@zQKd#OnnsOa
z=nJ(bBpq!7>GxC=uRIEtCfz~b6s82B8s=x5QfGqo$}A^o^$g57o~rr=D%?5G8}ND>
zijCm74yPOE9DkW^sdHqa+0J2$Q&y!BPYhh;XIg;D)q=oweubmbJRRmST>l^fQ*N_K
z&gvSN<hiba@owxI^@h^X%0Y**-QpQ9Ia3UtNqkt@=3-+SS+mJu({<m#8Bunu#32=p
zj<bVb!W?nZ{}z=Tc6Xxyx?hu$b5DAhW(yL#?_iBkN`KhgJimJ5iR<;NvCREU<&aC#
zq9s!#vG<E(n8x;7_==t$jtNG5K85^roXDgTByWh!wF)Y2RyDziY6Tb8XL0^s@1eeg
z#}XcItYSB}MCBoWOtb-BL?|xrhXT}`@Z`J4tn~$N`QKHTCgq1dI5Ny|9!Qw^PLS-0
z%Z4OizkgCq5^&5Se2L2sCY<uCuuyjvPpKe}p%R`mMYMOIO*ECXtA<EKEA5cR1fR{G
z;as;uEo^w)>vbM(9iSvCO^}A1u|NcrU!%ij^y7O_fe*u;Vqo`1lrZx1bihJoq?ut=
z^~V~XqCFJp0A+xI*dUl?QC#Q<1wA-^1vTw^1b-7h)1ESn#<Jt6e&~?qEjp*_Qz}x&
zq$#+nwS*C%PwVq^rMLun$zXPpkbdceut(Xa1aa{qdgph7BekZx2okd)n5TqJ>3XBN
z!;)zjs|TVxq;Bo+ndQkCs)E3S^{dpOlP1A?v>O;zi<aZuR@&=?m$hdkDDKp9E#I}R
zCx3Gz&VL`gz;a#3B~?hx-J3suz+#}6lD)%<X9f5KavgO0IbcjEVZppE+B}EC#*xQf
z1ZDOsJ{Lj6K1~pd^(ir`FQ4T(fjAnMdqd`4a<=C9B%Y?Gw~su1m6VB^s@Wz+Dw8;;
zk;+q6y`IWKUxURBk5$1})_R9q3D(r1Wq(#O7p||W^}TqweWM`>@{}9P&3XomkLrQ5
zjscBTD~cAJo_5c91x-Lbl^pv7G-%Ex;DOgYf?lqk&Q$sXJZ<C-7K7rviK&E75js(k
z6%pYcdqAG0U@!I*MqcuI4j~u!N;1Zixeh%0ac4HS&RPy+UU;45X=LFhfXxwqwtw>e
z9p(}44Va2SdRwIe0-iu~;@EwAnTOpaQd4j#er8zWC|SxEgZyJn&>9x-?3~y+&J3Bn
zo2BNWHAUKeg68$Pf|?EsojEfqbTDPt?J3T_u|IPB`-3ULV2`g0f1yz%|AQ;Y6i3Jl
zsi38Cn2XexeDgDStI{&Lq=?0k0)O4-)P&z2J&!A!Bt=9TPx>h`tiC0G$|~n?7@1e4
zgCVx76rQLHT6OztIl(ip8Q3*tp^?YBqJ`F~3Jo@|Da*N=EDyVsT}OmZkpaeu*E6`N
zz0@+j9TC~gI_c65^Q=gS*pDgoz01F(nVUpxRI)r_vuafQ#{>zp+o`N_NPn;j(yn!s
zBSM1C4+ssb8js~fl4<BQ3;ibX8Rmf1Tdg{)U0?O<D$ny~+I9RTT(ySMMw5;`%j<K%
z2;G|C1dYgv&#%du3aKM*h>*AN51(?gNdd8M>I+&~*Wet&ENU=>8Y`%!^CTk3q_0v&
zEk>Em6xuf!2ShhdZc%TB=znU+R*1*+Mu=x<=+&_af<Rk7n`Z_VrfsUsxG0k|>Ilwl
zqVb%({$0iS2V48Ai&<<#SBs$>5xk8DtMV<_Y`16|O3DGYn(l_L-o%G4R*F{I$U}ba
zFTb$KByM0NQk%oI(86jXQE*Y8BV>`hC25!^<wsCvm*5u_Cw$*g5q}#7XT8Tf*pS~^
zQ;Hb#^2GY_l%)}k3pR_P;8-zGy4iswy`Z9|YJn%Jw1PkzD+L~PRVPqb_J3EERT}Iw
z2B1z$Dx$@Ynd~tf2T7!liZ+H3W7J~mNOZ_ygO@`2Y9Bn5T&O;K%Zprk=C&3?pB<{j
zi|`#-Ak+BYFbT{;UVjMIdneByCF0@5MOXd#lfU}oCri{#Ep2QZ&)dL)2j@`E-nX~*
ze_=0lISXPn?e9^i+<R%@-a;og8b65qV|RFFJASLN)S_er?r4b$^v3=pDxm=e9n7gT
z_|V22M`{+H1-Nx+M%u7<p5^-VYKR2GroGdFa;>fNWN8D5$bVjYh3C2LHJ$cEt>N||
z!?ak+2-)8%ihfkhvGFD}<xq`DL7cXnh=v3^T|pS82fGmOD$MhLZot-ojZK$?#l6qj
z%ggv0nWbvgab7M34N%_ztD!1Tjh5m7<?g@?N4@8EDM<3;&VYa%`DNMCZWxFe8*{hz
zR_5L!lx^%C*ME0S+ov$<%PAb!wswA<haVZs$H8qd&qJ2Kg(b>tWP}m&o#GN1;i2HM
zN+j=b{-K3c;Sw0ASjdzODiq&0Nh?higPQtOdNPD~g=+F%_9I9|Rp8_Ab13*}|2dL8
zd`n?ja*WMmnY@n^i7c_Zp|BBFQIcVw5)$b>tM4tZ|9^>_SPg;exMYgNI;IXpCN*=!
zGTy@|D8!%I>j^QT8yHnJF&cudlCbBIf?z8!rym#|WX?I3GrFrZtlgSYfgZ#bPq6jj
z1VxFe=P+b2eJ{#Wu|HQyS_btnA>XGAfO&jLlcPANuL%iN<6#Pvxz@oux$)YwjRO)3
zHZ>C#&wm3Ju>&YUj6#V6^tFUT^!h|zuF}FD`Vl|l!ht$LK-HPdDa(H0>_`&kyOZFR
z+lWxaIXWGKgu?bfyUkj_#%l~1w_`CWc|9@P+KV%8@X;7b8<>}`BgAj<PZ|U?5@SIF
z__9zz=-aTAaZ1YAyM)+>%UE87yzt{GX?SUlEq{W0RE2C#K=SZNk)@alg$$HJbf%fe
zPVb1SRxV{`d1Rkoz^?&YIl_)shoJ05b&%f~{GeGY3>npd2yXjIA|Q93Bu3lvTe5dW
z8T~8Dj(1;&-`{!FGaK(JjSK#><Q&C+#4km9z2>*#)B5K&|MN@#vj#Z$#bcJert#fl
zd}+Qj?K^M%{Y#n@<y~2w<LFMPRv{PA%l?D^@~ime*XEZSF6#?fak)hCg?*u@<>ljR
z`$b)it!PwJ-=>Ab8aE%+KYkT;{xX2vpzlA*6I+!_g%tIKL=vn&YkIo=ejmQZU;YpK
GD8wXX(nTKt

delta 30884
zcmV)NK)1i|@&TIi0g!<`TXW+$ldyTezhWYGZ$HNDM$AUc-pMj;t6P@*N^(`#+%RYn
zme{69zC8HQzy1Sw5<!46^Pt+B?kbn_0g=8de~<L*|Jz4?p8v=H{U7yj9*a}-fBs+p
z@xT6$1C-_LGvOCPAy1+>CIJUC5Ru?!9z?+ljKZ9m_z@OIFY`aVOyp@2=amN1EJ;OH
ze6baf7qZ3Vza99CapU(eOX3rsk@bnZre+~~;{3B~l)`G(7V@>f|22$6)vkU~WZ_FG
zf9t}==IfqA?6tMR=m!jL|J(Cx6mmV6V-|Bo$FqnFk@@=~lvEza(<eH6Ki-RoN&h;T
z)1_%-R%fG;`MRoxy`CwW#az)8cUgEih>Xb$TN<ySbW~O&>8N}L(jgh0tj6@jr`VUB
z-{8b&Wz3B%)8Gn5aJ`PF7jeZ-_fxzaf0N{msnfMI-cHw1Svy@v<?D1ElCjfu%v82N
zH#18L6}{)-Ay(Fv3)yb$AI{qMI_mZMo?Zl7-(y-%U|vaJUPRzrKVV%txaO+C^%o3S
z*9xw(OmOuTf~zbJTzy^ON=pL#s{z+t2)M!;z_q9U*Pr?Su1P=ZeE%v_{j1FKf3GsZ
z=bzhOe_H>$X7p^6dG>ic`xKsc_Rc(Uzuugkce>6#Q@`#c{ddgI*{0^~vvT$cIqzJY
zc^b|<1Hbm<n|<DW-6=QwY<nMtZDg7RWhDONKl{H||LlJaf4!dh&pXkJUCb15{C$+<
z6Vz)H?PmYeYNiX9Qcp$lCSok%f5k8MM}d{z`xN1$kFNMIq(>msq)T=*Kiex)OEN(L
zVP(TX2#!ER;k!VJ%HAL%Y`IFnr+j$P3kxygrE-;6>5txkI#C?v9<bfJl?xMuP#St~
z;%m}M!ax$`NYFk6>pqa4qZI===~gHcf&72yM>#^Tfp{qo-ad(6!vjKGe<=5mW?}u=
zU}2Px<ZzEj&)A3^iz4-swDT>%dLw;m>rRt><<$@cgWV~`lQy#QxBnLV0`av7_lx$t
zjo`cdRq^SE<C0<UpChsehkdI$-@NO4=~v*(j=cA(cA75R{HPMsIIp3I0stoyY2<%-
zVZcDiy&%kF!zbC-bXprKe@u#u)i2jW=CTpHIPB@a?nsvxH+Fg1+YaPTWghOQwDDPP
zEAqVQuoJ(qk(fFln1WLCqSYl(G#7DzmGc@)l*%n8Ex(Uo<h&{>!jtgAI4$v*B1s}`
zZU&|lepWQ|yzk}D?sby=*1ujC_}GbFv=CE7+VM%MNc3W(DIYmNf0VM#2!N?8D;7}^
zgoPKLWE6@MKfQ=xy17{h@*mXTCRiarld-cZt>iSudl-lW%fRVk+B%j+Q2H#Ty-$ig
z<l>;hNdjT&LX=fB-}{jO77pwBv|dl?@VLH?@8+Z)PVL-G{hHXNiM<)okuiOk*nLSo
z7uRWV{k7L$rVQ`(f3MdLV%LdY?Bk}$<Xw<P6jl(ljPtZ=ng;6MZ|ZXvzWiwxp~>6z
zR^dtZZ<U<Z4XmQ_hXN`3?nj|AXBoME_*pQW0#z|qyC}utbc$0aUXx#`0NA(sZD+PG
z!uPQFa^qn7B;F9c4fo%#-0D&fejG&2E+0b7nay{LAB){DfA3+ox?L_-_ulhr`{d3S
zcMJD+(t6DZc(wKxtDU>qJU{Ig>lFpH-OV;TZ++)=AKQ_)2<}$R=di6*2}9Z`@Y6zM
z+wdO&mvCmcvnN?oZ@c&(*K-&54?9SG$3S=M=M4vEy>dA)+r?iy*IjX-b`Oh<G>_fS
zH4BXggX~a;e?uk?)q?AzkP`c;<};LYX7~3S_kN~&q4((SHj6peCpohp?q+uHk{FM(
zzZQ?rk2HpRyO^zLh{cNj8S7h`E}q=Y++FP!OV@k)@BidO{TCnVzey<R%2&6u&8>Iq
z{#eYQ1A~G4G26&?pCgsNE{kSi5i}AE0giwEiCSnZf1_q6Ytm}>7*vKVel7|!2r^dL
zWXEcURd>bgRSwSCR3AZTwi=*S?9{nfq_P|4OC-t$=E=ab6m;ai%!}mY?PV3ury-k`
zpwq>tzc0L#+8by7?$i&nk1!W4mg|etB#et|fU~4L2wo-NI^S7##741wrb1dxltlc_
zLP_vTe+EhdkJ~2=J8qsNuH8DPBGYhI7Duqpti{?BJG~Pkpk7f^<p2H@U(k*2QAGDq
z^(j>EU1aV4D)HmaWU1Sjqq-0`V3)p7TbK!qgS*PYfbhC$#R3i;br6afjoA;Pl^G4@
zjH*r*iAYq-;QdoRXkzT21O)(V;7eAEY-O^Uf9j-B4P$|=f~U)GQ?Z|}QuW);>}lbt
zIXiah-eBD2Y`a^`y{$Xj%pVYd?c(uC&I94{xs)z8O4(CuewJ`%s?Ixaqh^ftI+%C!
z3%dR^#=Bema1{=^EH=uMoQfy8oII}THn`ox#$^Gn7OP5sh;_U%<hmw;S3JMrakX%R
ze`9KpMsJF!RLOy?+Lp7%9T2!CI?DU$u6Dm#MY2`<=bF{Bk-oMJ!eo9d<2P`8(n(e;
zB;Zl|EPhhw=G0FKj65l`eKqCqX<q}0AT*&)3t-Jx(wY)*2#XFNpiOh^@Gi;Z3>IY$
zI>LDg3omOn>cOosV95^%<wW9(gGDpAe*rA_PiZ8$>IpSJQ(DtHzWr;H?kSy!Lff~6
zHBdQ(w#)oD-)CWU6#_Xi8{s&<+ElBTztUso=ORZLgbm%STD{8|z)KnV$ZlXG2ce&Z
z|KMhBW6a2p52b$)o?jLTKUJ;W<^0%V7#Dn4*wuz_U>`{qc<Ok0UP#mD!a{w`e+Xj4
z?uos!zgVlAJqLJT^&CjU=vkqi&9hQFljoqe7SF*l4W3ASY(9=)>k3irno~mUG4A$p
zw%KvPez=<(IVS*}4=9Txb~tP$`<G>5{%J_SF5dS*)$LnUh}SWitO~iv-a{Ez`}_J7
zI{DkGMZFh4mx9%2l7R^mCJgpue+p<&=?j6bT3-SnmgxtazU|-;-<l2%J8n5RUcy7s
z?FJ0Fuavc|bv3J1MfFAFOlQz2cvBxQ1JwyG<7}S|*7Sq4pBrU99PZu%>s{@~ZdF~v
zqtrUWv41L9qidf*lRbzdn^)v{ebouCygrf5-g{6~OAO?Vs#28C)<xFRf0>cnvtu}6
zKyJ!2jISj-CaxhhajlL7eKR!S&QSHlcB=#(@tKC1sOB9Q-PRD)7WP?Md`Ndx-R1UJ
zKBq)2Lp9Ps>*!>LnuInXYO7io9@is^S3*}cq;L~KPF0@#Q?+ycr~AvBJ?|b6#W_mO
z+x>dN&ruuD{d#?0ZJlp^e=O#%H=EDb&#N8!yB>DCC+}vqUChyl)fz3jMhh-(F&~_q
zeA(05TR69(5PM^Nb(&)uAvr;q`!A6Q5IuVgsnSm*uU?)Cq4E=nI1lSzVJsuf#B2EJ
zrG5~oB!s7&k)4N;h~>x;lv#5Gm6cxQ)wr^LVD9z;M6(aF-PRucf0B9d6k)Xv9`uND
zFu^a|2DFg7GOpNjKT<ae(ZT2iT5BI@)3sB>L!8Kgb}xVE9m5=!Noi6EC;u}%l_xI~
zr=+M$%6W^x^ubY3U(YONP{-SLHS-lPre#10YHv2fn{H2BEyvY=Z-f!e-N(H~Vd}|$
z#}1!;R+HyKITZA|f2jtncD9xC!%pz}G@vODByD=f89+rFs-1wcYMsC{l|B{r?n~E?
zwDO*;RCN$0-b+|iNmE`@xKGn))n7c+M6}PTcVEMQMBvp(60J%F!&OI!X%EEg%0{$!
z4bydv#aLC1g;_N{5q6{QF8z_bK+U<8tMWWWqUxM7E`lGZe>j8chmA0+9~~nQd4U%W
z^D4O{rXQUlNjxc)^gyi21xTs6$g(6uOQQzbPMV~!q`G+Ph4E{GX5`r(FIxrkB;6~!
z$4l3lp-5kFE6qNPeaxDJ1>wAehkutM`|`>xWcZ{y4>H9_G?;l>6-hembFLbOv5Y6A
zFV|ARb$LB=f6gLUp>;N44|$#6LIjM{BhrTT0SB@nPBT6#tFt{KsAqaa(ge$6DuI(}
z+8q>#u(K-evP3J0qKCl>2GPbUDA_@%f?@PS4wQTwabSd@GfYjGQtLsufk8CU21-;5
zHjsn@Ej$P{fQULp%3>I(0fLM(;q2v`1}QMhlNPS>f2<7>k==b1+c>OKsgiytfgiQL
zixk(K3qbfYU3grf=vMAVDw{rO)bG^^<Zr91P*}UHrCH+M21O2eTMjAOZ6L%zx1pTl
z0I8%LKhbY+dI-RvD?}GM3sR%b9*Gig_A%I4v&X=PnLUWD-SM=MW}gZaNB=#n!;UHK
z-2A$8f3sZA|6Hu@5k)zx^~$5j;|^xrgol4Adqg@mP1>p6s6e>@jRWanhM@itQ?(F@
zvd*UW!$^5GMGd;RlkbxZ?qzfcL<y$k`4a#dXftv^t6t^AD0AV7*H^WD{Vu#D3q*#|
zfMNlw-inNU!ek8~R;Q(m<L8s}rk{l{m&t2Ef6D5y0-!G`D``;Ew3A5Ko$<3Aa`M^A
zV{QgZ;r*KkHp0&*JX2(msfPgf*4wzVt@P+fuWTZhi|r0gSUk?|U2i+Pb9cYckUwUN
z<&CV?pJ;-*<hJx?o5%GA%~<aqT)gztX8o|ZS?pv3&DX1)yTa=ftj)Q4LNS=1-`{|E
ze;Q4gvWKOEDBeUT5e^mWAk-d_j-c0uuvszy<^BPmK15>ye6JygTu3xINT+OqaEGT&
z4s?ajB#^6uTkf)O3|qmVo)zWMW^hn9qmi294c$S<Ts?9V<RpvM3#fu9+ySKv)ao4`
zc4$)gQGGduon4=@xSpP|Zp46Gun4l<f7UZO-5_|Nx;-#4ZRWs(9=C?ceD$PFyF!9H
zQ)XirPyfQK(*%O-(k>2vj=0aO-^w8>X#io+(trq7lSQ6MPn+I*q6AH~7$*<jyz0v`
z8yK#z7K~R}pJ4yI>6#0|V0e6InyzX=$A3R~QF2JL<OO3%4P_q|T_Sa4NZO$+e=`{n
z;5CfHTqQKm^Je*k#L2ozI}UTmr0cG4h>&#?#)0_6i?{8JOzVFJ<^HQEzEnoD?ip|t
zhZO3xkTQ$B_GLt}iea7lEMxQ|Xb-NZQ?_n|Bb|E@O5W^56wJ8~p(yq)ghF*a2qkUl
zKq!vce^3}~XxL|r^`5D)qu9SyfA2DYhoDZ<*>`{RLhvP*9!I3f{z#C|3z6c*A+AFc
zGV2dke!ce5Rv#zc)_$^d8NZ<~{OQup$1yB~m#6+-Ag?CrKu}u@1xLPSs$Lo&4%SE`
zSDkFb4fHJ`3ikpN=eF```63bZNE9Frhj*a*z!<GEMOZ}mFF@=Xx3Ul$f9i?o?FTfP
zdXzagA4c5PdKk{2@i2(4?J&Zyz4lfVy+k>X?_#kWYd@HkF^j1FAyc&>E9|z<Md2QG
zvmhMA=xm`RWwB2XJ0Nz{@R>mz3DQV*X$LlRk3f35p_3ZbOa`@w%eTf&xJmY+i94@;
z7*%KbF_XIiD~y|y?}CSyf0tD*uh%kS=e;JG*!y|m)$tq$9%P$_q|p#Kb7*EyW;+mY
zwr1eLjkN-Rp5!tJ+z55lKHFC>8rAD}o9d}^WYjy6>wJjta4f20i|VIM6q;iUX-auO
z3!93(R1M~q_}P^7J6gw9mZR11TJ2;lxmNP;Eb<EGGFFVK*WX|`e?8j;mRQ!I+Kr!!
zpguc^IsG_Ja#BC@PtyNpC|@uF#T?rk#{sQl95SdZxf$vy3GC#aod(F2Hx6)amhLml
zr#SQV<J0r5eun;LwsmjY$LI;U^)3|W{xzHLyvNxN^i16a;AZ^{dg;DKi7MY=j(7G0
z1Z`K<<bgYaA&uTqf9>PY`>8ev!)~e-TP<bhs5}Z*AXfK$TeG9oK~<4F)QsLhaOxd8
zi?&MBw39uf&0L9gc?i8`gC<R)a32b+GpLw#5-Bgu<j>S{+TV35J}<E5*#yJi!z_tU
z0yoL*FrWLV3}n4im1X?3x-j+H<XfXu9&Qh<)WxQN8%47)e><Ti&}^+Cu$1rGVKNtY
z8oW7OEaR>M(d@NwmLQhv;YX2s2VA?)g=wdG`W?1FU5mOZT}3c_k9xX>JNfEDe3(mV
ztiI2v>fw4a2Hpmm=%7MKwQlWNK`8i4A{{pQhMFrM;)hYr3C?84_X`p5F$ry}L$D_g
zCO|b+GI9Hwe}o}7;#FiS74PCSJWDp+7<Gt~wSUDNcKD8X!W?<~28vrAurT5FXUZGu
zqcrFccmkevn!p6FH&jP)eui<7e5mjst6v4cPI52NoIDDvQ&k_;zoVLX94@PSIEbu1
zzn=5Lp@wu3WKjc4V>P~Ks09F91}B|u;SIo~RHp;we~-~U+k$L@>z3SJvgnq4c!~iw
zyd7XvpVTD%sl~<GBTGS#JO;$UZcdD_w5sxvspI2CB6fVd1m);OnDNmn?;v(c#!!Tz
z_FEugsQr#f?9QM?eN)s?H@`RQWxeJ;pRHEEh##X9Z{54u^K!?^yqnEk@6p{puu`}4
z&En=}e+gUAmoo|4a{d57Pj+u2Y5N01TK<(6;^c*KE+;6+mB1mhNRo*DX&^sjktL<P
zw-eDDAvTy@^CV=acsK>WKVu-AeRb`#OQcF#@-XQPdp{<$cgr<r;Nfgn+n~9uM0^7?
z>?zrqLlvTMs12n7fUz;5yGa&Vv|g&D7Ttq-f5-vJ1|g+0u>wg$l9d>#ELYO@W3jJZ
zfR;Ye595N1p6uT|^<tL#V%azqh>6Yg7^NMKd6?2lf>`yKJT}eAC=WZljsh=P5gk5i
zL}WDmA<l6&@KMeI=*fQa3+{@}Anby`7!PmSIs-9>t#HJ26cz^RNftYZk`l`Xq<j7W
zfAB-R9FyeDqZkD~_r{1gG|&7v2bp1Nj7RdA7M`hn5K+tbLa~1fsJ%>%G&38K-WzOG
z@}O^n()*c>`gY2_H^Hp{h9!kjwwmFRe8U)&QL9A}vBAL3YlNZo9%`SayRtDTCD<8b
zl6>SCbl7uPptKdCi|9eWVPo=XwCOb<e^z(aBIgLY#%K)V#3-8X*T>Lc&v6Mv>+KiG
zr0#haMuO7hXL*K}=)v-1Qby{+Sy5&&akX;52Dhs&%BAnxVO_2!7>!<pHV6!>#0C?k
zdA?=W4!IS6wm)u*BqQ6tfnxA=cCKiB0PaEROK6^+Yj9D`ZKcq>=Q!4)QzkOWe@Ret
zP1+!iANZ+yRyz;>LE7bz_~Pd>(iAEj$tXr?a^)Du`JDohNzO{@XLyp~SN85RRe9fD
zbM<H!knQm5nP;zRF2-gGM840$6hA#30!6&fzS26A?eMxS9;&iwA@@%0Ky^T0W%TB?
zfCfuA=U~Tvrb$+KkxHV_v)&|*f4+DMppP9xV&uPwh>Iniv-*k3(I>8etRIg{qY(a{
zjh%k-KfAZ{aNDnTZ2j^K3#<7&OiC^*FIDRmrMe?kIVX>nM$lTs6`X4BtIQ?2m&&oP
zzKX`geU-g6$#btxT)=K%#WAe%<av>J=Nbw6tw#@k?Q|{9@N)A(G77(qe*k%a(vz#i
zoK503%$wFzxon*f9ID&$h7Ti5O3Yh7hiDBj8L<8Ml8zIwRI8()k?4}n9S<()Y+Gze
zrVc_&GS3oO(wTZ-N$1((N-iqy2<JHUa#Ts?bIzXYqb6NUNk<JsN?zh%z$e440VSQ<
z#gk-|9!`>R-$s+<68N2{e?69@V=so1WV{(k(vcSeNhbJM9La(2hmmBSJ&L>nme%#C
z=h-YEhi#>b>5QC>R~>{@4bBtd6HecaFdUAUjORe#7|y1{so*N^<j9Xa2Ex75Jc@%f
z>m>&G?Pd!NmCVqN=?9o?iW>%<K@$*;6UIIeq&;*ta!uNK6JI#pe{_VnJc&$7z8epb
z!&$jhfEv9+8N@U47*ODr*AlHaT1GW+eRzDRWIW2MV=@j$TANAMC!26B>ty~%GnvS7
zEnIWJ?Ryp*egZ-RcS&~gv4?9%I8Jkd<NS3L{q)I5T@4ZT4+Lp1{6_?{cWH_lPHSiR
z=Iu_@3tx5=`q}y+e-Er~U35@0q<(uO%ro`3bu@Jw=Jl^5Ua_$toR@O{Cg2_4hC2D5
zEEwU(Je(k8B84oN^uJgr|ILEQ%M$|z(6L6O`v!>b3GJd72c<DTGN!dYDk$Wj)V4>3
z{5J=su{;Xp{O6m>dKes`33X7%OQxYC@p>h4hIwyb5}MlAe{DPmy3;b9+^U!zoB^L6
zXvnB{d-}57U6pD@S$tN@%W6T@9uG`!_L?4KNt%kF1BY=C?nTbZte+aCF|+=Y5ni)C
zTjo+F?aF6U8m*W*J;6&DMRoG9qo4VEwGU453RW~B4~PZZD1`NU%l>j+*O+Wz^|mDg
zjo$_;Vi<S3e{6i6ts*z?_g<$vS0(hf2-(o^ap3$4)Fc;%@T>Ltf^iSVh3q*nEE49w
zu%&$OzL?0k1Uw_uap#5Re&f4{T-|kHVeGB{t>Yqrr}!;W0T<oYRI*Sn;nD6t+8Csx
z(KaB&osNiOPuA2thU^5RAO>yGZhv27FzO9^MehQNe|}f*0-UBow%dC(`!?B^C!+D`
z45u1larzpN=oYL4!J0S4&$T0{nce~Lw~UAK3`$1b1h$FNbwcw6yw`P2CQ3cb9iHX7
z?gbR3`}1F>y}(5^hW&0T&L^<nb*-_Fs`)6*+5<4?zDEOVd?3r97n*<25L^yIgW^=g
z>>?zte>%k}16`b+dH^R#Vx(gF6p>{~M#o_8P?;2_hVLQ4%|4Lrw2W=%`e0Y9WD*5<
zyx0yQ8gck8vajh1t$y9Pb(f1D?&cTrUD%GZSS=ST7bE$+SwO_pQ%+G-oy1d<dE73C
z4Pu-l^>Twf#msGNh^ddsU-&+R?jGb%GW@CQe+wv5iik^Gd_spyRKm^vOIY%Q1DD{W
z`{<LwgiFI0%0PAn3k7>q^gAr-V&`{I+&#bVsFbG_zGGu=sDZe++eG~$wrV|CJ@bb+
zjXuU<$VoGbJ}Q-@cE?NMHV@enu5^#0`L5277Qu5VeGHHEIYR{PCiz9O#VR<kcB9}R
zf3sYJyI2DGikU{IdWS1`h0YszOzxm^17Ruy>sWYMlE{V+GqEp{?2FFjbuS8;7iFNf
zq<J)HM8_PTcqPx*pt1Qv4AvFAC&6p-drQqrdUQA0xySL&Lc+3n-Ii!{6$)&ur;wQJ
z!$FUXxDahc(MObKLkm2TG;+?qy2y&ke@TC4)VWelw#$SN4kg7>2SMMM=?J9a)g;Y(
z`6>|S?m9$)nM1eIWg1W$6yj!kB12mOns7huPT!O;7-WtGje)wM)CW)s*Ubn;D1ejX
zzVN_^fQW5dG{Ar=8E3nj?Obm*-z|Q)*n%6#-E6UhEgV}QPwwh=vAQQxkPF$#e@7f8
zen2>5U=U~<i3SejC~U&$t;B}*sIC~%l+#17Xs5?RsAnLJ*3Xx8KH+{N<Zr7y0Z0{D
zDNa!T*ei~i$d5?`&Sg2mMNK@cD2U=m0rq;58lWCmfN`Uh^w>bqHB<oSaeeE0x4%}i
z$HkoGlWHQ)-?>3pRL^GPjCCOHfA~S*eMldio&4+#YE}kJW!EdbYGIqoswSc8)O1cI
zNncT*rt3q{p_H=_^+b8T_aicm;zft7Fy2RUqA4{WHa8Erh`IkNiZ8D-PV%SX(mR`!
z_)s=)&r>+DI7nlC7swpG2Ch84sAK7`UUhw+T+QZuyUO61HP2c8yOfjRlTsZa0&*Xd
zbsaAPr%#in9aw*yJt2zhG3M*lZnIu4-CIxn5VlBW;oZ7-v*+cG23f40W{cHM{(tLk
zc8m3j2e)w_*FR=U8f^W%t7tUJ(`J49JeM_moZY)L)OPo42|}nh#hTl1)dftj^B4k<
zxofQ))C1543F0YivhYN*qZsI$ynPUI1;rpZei?*`S7d+w{>>Ag>i?)Yiw#^TZW-?p
zdtDY@&@8)q$v$Jik(Mw_9De#}vYHqtkjPlYVYo@N$u0c+jq4kWu!tBq$llnW{EgZ#
zx>q&af%(#KL+ho{uoF2u4HZn=QKP0y!)lgGM74&Cz+iJJ+ZYa4)+HMp*{!sMy$oqp
z`fU8Q4?BN_A+pe6<nW@0L!B<Pvye?m&3=EGMTuMnH0bHFJ_<d@wJ^>P>XMA0!(op~
zSz+`EvxSPZENzynD~-^E?bAHaGeM&)()_!v)hrEn&8Ra~OFc2ieY}yAXEl#@VY9*^
z=xHM-b#oLVZ!_s^%_GE9yNZS5yoPdUz?`ESC59ofIu@&5l>c`ra-=V|fT4Cig3xPB
zY=&mZ+pO?ZZucr2lbjzie_!6i;{E~s2?lMs{>cYJ9=(Wz>LoF_snl{#AkrxL>YliQ
zKX2QSaAsBugAD8}V*h%e>M$ohUG*ShnuWReDPHOnB=8n65Y9`K?5p?7s<<u?@gAX3
z6DvOJJ-8q_`5|Ii#6*JH%PKuqS9}9B&p;Ygolcb9a;dfz5lz{Of7bhw2n}}t)EiGd
z0IX^HQs-}ns|@uHlpDW?SrWImASQirCm|i^kHu!adXzDkce7dl+`1cF*&6BA-Tt{-
zKQWLV*Eb8;GW`e$IWjblw>DWS(Q_(0#_<n_tlIWYV&wBOW8`M7NhO+PLPEO4IANs9
zwC3oquC+Br63dv{f3{`pkY2jC@K9-oY@GHf;`Xu?dd57;R?V7~F#|A3+e8Yen8*MU
z?6($nuusm8;GlVq#xR!}l?B~vQyR}~QW#H4BDeMi^3?{0I?<3JbHNxu>2^e>!Y_}U
zXU1Tk)IsxoPUdunm^i))-kmg2YYQN)p;<4u*Z>rCPyZB*f1!Rb?AG!mEy(&Cfb$X_
z{#}af3wd?k1gi6EOe~aP^<-_8!)m%d{iM|mjC%63Tx3+g)u*(#ME4S)?%wANZmiEg
zzq-o*?RK`KYN4jF*r#S8g`o^=8rE75lEsiewtubIZZK27@6+EGk7}XzvGRvMjQ3!t
z7=;ajoUPkXe-L$z$-`&h)!W2sJ9s|4j5J9leQ9TpxzD5{5OWS4fWCyIVL)v$6zueX
zYJ)l=2x#({bM2oppo#rxmWFUM=tLbq4Lunj9pU=d8ToMg1Im!!fE`(S7$FTniRIM_
zW1TG~Cjo8i^*}}*R<D+DeG|yoH7TvN;da&`+Q!BrfAqFSQbwB^%j>l?5;4}$aGYCL
zu3jjAGA#zy%PllHi3!9f!3u56xIB5su*jLQjXnz@wTn5!dXbLnO(USQR#}?7y<XHQ
zm5*xCDIC77?48L-O&FkQ?u1{InUs!16%0RRqM4(U0nW{AIa|#^Yxx&wckXQWym7s)
zyL9L3f8vDqv~lm;jVp^l?i^ew?P;@EZx*}7|EOyu+Z{XfU(d7UV)qNgm0_@i1+sD1
z?IIm++IIm(I#zyx3o^-z6zthymDL5TC@DipKUT?8Qij!lCh-d9vUmkR?M>8@pJ~{v
z)1m8+zFAO7qqUYF{r~5`{$KCt=SQ48I!jtDe~wydt3@%%)hbCsVzpWxX<+YRAQE(P
zJ%zYMoJw!y$UUrrRHx&R3a9`iJHLe;dhd&1Gs$U;e(f>xm@60+09a>y4!=&EqOSTT
zjP8!1^3XlSv!LmWp$JMdIaq}aJTX`tlV|WO4c!$uO9HbKc7nLfglBP_S(!c<K){{s
ze>+Ro{-c>2<?4;Hs(Yb^&W705q{&4<AQegKz2W77E~<A%?}AdmZKK^U=;;Ip>Qn+2
zuO6Vo8%ibas5_4D>g-~Dr!dD|92-)JfqEZBjVSu8?urR6XZsNM>dPMl+`8kaXe#2W
zn#`X@3&i^*VtCv`p?pFodBOg1{gD_Je+@~52x*A27(anFZu<l%LoF{@K7oo3e1;%=
zKytowHPzDVt5Emu%H7O%u+_M;_{P0oY<KPkE5BVoZ}6*vXU_A}ay`3+O9PTicfap|
zQ%avj!HJ~LqEDOk+}&<r$#Kr&l<d(hrOZ+BL?wyZi|>gCGNKBjoIsEPU5?m?e?JqT
zV@W3j-G3iQ_o|Kq^lCmC5Qq73)1}*+ROPdXbF*B}|6DF$>+yZS-D0)aK6o2<wq38#
zX4?Z+Nsher?g4Zs!-A0g@L_SY*rD#*T6h~-G1)g^38pNZ?d;Bl?Njs_%h~Gw8I}f0
zlYg8o@79|~sg%3tRlVyopDmYof81Z*ZvCgb+F}W-H8`)8CQq^yJ{zH12hA?FPm2Xw
z7Ite%lijV?-s5cbOIpEtS(y^r5}sG?U($Q1#^_)WRvAT-CwA3KJ(x?-CV~7gngz-6
zLYM{1^Z1qth76`wVajt^BShlUQ6p6HyG(b@`PaE0MR40Y%Q}8`Kv-H2e*ixWsfnZ3
zF8To3*hT0^9=RePVHBwYT16O_q)!5wu`bp%2f_^CXEF_G=xll@KWqyu$7l)!NOm{m
z0Sg<%k$*`(M9>{PM=p_D*_bC5?4-QNgnv4J<X--(YK?kfgQX0lb!+k$v`J}c%=0JX
zpzn1_DFTpTcU0by!4SuHe>k(}-I@hNc%Ee(x>~PX7SNB`a&Ze?*lK9ELbjCUNd<sI
z=^>mKarECq#K9g5D-iiU3scOs9vkj8Q#V=sI{%&m%24W<P(j{DSR6fdjymbS6bq)r
z41EqI*1kmZ{#I$-^Zikrd=4`97WpL>^EV<!g@LrzCGefISsl}Qe*}?+jEaUB<gDa7
z*svjqV8rG2?@+`q#O4GU%GdtrwAYjJL3~h0!q0g+1jUDS5EXCdWD3>2oD)ULCJst9
z=#o(^ld+a|6D2QH>ro5`bwJVzq8w4M0rBS-Ei{BPABsEBb4;Tg<aYKL4|Rxc03+xJ
zKS|dJL~V4F^_&VJe+(CT!c@(5P)O9ZgBFH9*gV2v?ep}5&tpI~M}j#ReF4Gc2*?Mg
zFY!2>%aiPuRGU+bx^f&NR!vjEQ+J*P6E&SNjmFWCI(02u-3S)iitEZIw0ti$FBP}d
zTq>e+XMnR<?cB}g`Dw@UJ<fLi;NCtj7pr^XVv&u#SOWJ}f5%xrAKaC<xCP}$yx-@y
zBA25NYOP3@Zc`e`4&$Yncn!gKmvtV%(oI48$4u7>E(LfesE*d>i0XsWaBDJMsZ;AI
zPGKCLuZ_B&zPjKGuC*QGsP_>gfx6#0j>J7aF~Xa7U&vJFGq6{C_K(G-$oUovF}o?O
zfeL6wIY2|RfAWk_=~W(7H0Svy%*!G7&AW`GXV0vV_T?xUFy@8)M!4l&fM$N&t$!lZ
z%Z%}h<m6X~{;n8e!N<<u`)cg<nwH{X#z9yep+;S3utVi9s67o4AJy~7@{7ZFiIZyo
zKx`)1i+HUbW{CG+UMhb#g1^CL$5K)R*ooDXrL1O#e|zbEgq0l9EO}v~o&3)xsj^oj
zZ-PsOClQ3cT9!_t5;weAsnu%(es)SS*5;|Xd7C4Hm91WXu9A$h8a>CR*EeKdJL|CM
z<(TidNuXZG3kCNFvnp41weIZ&CIf5U$j(JkU|!oAfi}-%bC5DQlBnxG@LRJZ#A8xM
z>Y1OSf6QXqJ6<CNq(bbEyp5!;xaRfv$7P}US6+yd7sh#!m3uxftCC5nAD0=EK8s@*
zzj2#=kt7j2Fy}%cu6U25cw%YLG-gEJ7UWZA9{Q8B))=1we<{Q#<IM=40ciyIWahW=
zJ-GyHcu%Gx(`$_bhrvA=c#iGqs9wlLhFK$fe>&9?*wdlbxSk1X3+u^fTU1Ym5|0;6
z0J9pHJ)~#EY7spjms7DuJWobi!g)HgiRKwVdN5B1UXJDI{9!0hCmNAF9cc~Z$=E?0
zPv@CoJe{dW@hrTYi3H0@beTkml(DBpM=%%SVec5Kyin97s;;Cij?LMK>NyHgCEl-|
zf0z<^8PyBmnR+Qoj>9-CK2_5gQgp8acwJ5i(l=_2mD71maAYRDAXK_$zRMW}eKDec
zBseE8Mp+IRle8zLPif)3%7OL8-@kEvT^FN-Y!xQIbw36!#3w`7D^<=8bgtGBDt@U$
zJ9w%4FPirz<ixr}9QI;1WUmu5FfHAMe}OvaEeu3!XJO!)R!)OHRr<WMc^`aaphN42
zqNO6*>^Kbl@<It7GI7zglA1}Cy2?Y}BC(f2_c<odXai2GF$(bD8I-0MWVQgUh-dYs
zkG5e0-vKmcy|CLXoq5Q_T+<8cR*>rwS&nv$71xexzrCpI>aiJQu3f2qG1sk7e{oF8
z!?C!2J5{srQVyiQNrl$(uB^+X@T2QjEc0JqC6D2JgS7zqAY<T0{T!ozwrrFQn}WZz
zF)w%RlCG*mdk4K{DOat|n1^F8=dy$QEyZ0|kv8|nUdX_^0r?BH^P1C+9QPTH9|Ycq
zdJz2NXXqsuov5BfEUG9qVF5P#f9;JSupkem^fro_@BK)yAUTfEYQTDvU1f~s!NvQi
z41{c#kT@Z=Vw<^1XU;r2pq=?0pm4A2T4Av`_*K4lMw^Vw(~HQw<khQMo~PE$;RSVX
zB9k*ywf6n*Qtb$TapKim?TG8fmyqNmt{OBInVOs*>VFHFY`?Mj`sEHUe-iKTry%TH
z!okr#2odQH#m(`7Fkscd!SF!knWF=hXbuikBJlv0!PAEZGR-<Na8a!T0~L-wFJ>Wu
zpBo=#Sw;mi(lRJenU}`|CVFp3U?NgZNEuA)fIx+gj0a>a?&ML;p`LuuDNds>5wHX)
z=hRte7-%PSfJu`)>~%oyf1s3qKUn9Y$7^k$%+^FC)2Tbm6xGs;;n+O<p`Ohn&XM~J
zmKm)EWDLhOZcsLlN#<go#6ivi<(YnK$k&wT(^^yas_PFdNRDZ|2Bb}42dKR8UNawm
z!b-!P{QQjt#55b$nO)#hy@JW3K%VKUhGd&r>eTWjFJHVONy9x0f3VAaKpeLR(CR%i
zOrr8J9`UNPhNDcQHPDB6IVQ;)@uplKi5TgJ;?#+>!Q+_^7+BkwL}ila{06ZZk*FAR
zK%x?fO9uuIJ#)5@`lAt*)(%Eg4t)-8A}vD^l}Vl@8$^y7tqC2BLsXt^7@{+^QHTMD
zzm{jvkaKr~V-7(mf8sh7xYr6sFm>iemA@aFJ$npDol#qO?ezvUjk<=SQ+gA0j?nge
z?%fZ)`etdp09Bn6Aso{A9$zmOGkrfgBpO-#Ao^<kkn{!BUWMM%EQ*iJs%T-<OLMd)
zZb%%n!v<9~E(Zy1b-iSeorVZa)jKl8LF)7a1O*GDwE=che@i=Eegs;BH#Cy{H4N3m
z27QZ2WLsITc?dH+3)&QpYIl+~_YfoM#sfJPn`_+TaLo&B-ikn6)a!vLYj9@_+I(7J
z{IqbuK~Cd>ABIDRG)yH;8x(2=Mv<K$*6XTQ$tar@ojg<eP=m*pIrNO?Nx*sLHMx2G
z*H@LOM9%+Ze>@c>2QDsaPR}!)E1l<=NX$5R25}{|>=AkLS@wXODJRcZrfidEV0Xvz
zHOWqX!N;Q~uCzeeEQl>#r432VRB2&yDUu^U<rzoV#ppp8vN85(9EljuIC`$c9*ZSS
zVvk42La0;dqj5D3M?RyggNHksC_R&*6~~gqP$!eKe*x;a3&92hmMg!Y4rfR$r~~nN
z&~y$%j=cepoL+ChV@iRiQ|a07be<*1V8M~{=#4PBOot<T-WZXPIBx{Wq(ox6Je`Ky
zpBgY|`QZjIVrn>@MoQl{Kv6Td4RE;BXeNX_>e|B!Bym$)C(n9@2CH(eQO+8TU{8Kr
z`Vl{Pe<nY-`N89mP1VJK-HcGJXGptU_G?y%5IcT{y;vU(!{qw*E;lyv^uYz{z$`hq
zj}`J-HfhkCR*dn-RVNn2)tXlDpccq>*foO(k6+YjgzB51?%GzHRe-J1`XKsJ1_x1G
z2@bz`Q{4E){`g1of^DDyfOw32Km)a~MHYXEf3TQW2}g)8o!KZ<4Ox&dHH`oWy1GsF
z<%yyu9YEEPPJ=1OlqKjzJ%)_d$yu1Hk249T3tf(=hpq6l{c&3)8BHYyheJCC6s{;M
zf}k@s3`b~9^`xo#>7ig+83+<|(H&|;>tjHm>STa}>BS;U(9N!l<;YJNzy}1XZU#7*
ze{L+oXx${qArg=N;Ktn)oph3Fii6%fI#ZhE?T@ex{g9l4oEXM|3iPUf!jmA4q6rNZ
z0&a``a{pN$IE+OdV9<Tb*cloHS&Gha(#YRa8fbuP76iC>sOC2jy;>6W-e2EE;hs!=
zgPO0FN9ko_X&X@44FFvDCf#q%1pJeWf9}McJ!S=Pz`$nT9AL0{oOKLdmCb!X*wT{)
zfk@V8p&(K!SCl#y#hFDdTc>vJ7X1U%nrfdXKI_$$AUXMAoRe62^*_oO*nrgjy_fm%
zK{Tg!DKxOroyEqqjcD|Gd^MGgMGbY0<ycjXfNg{n5$}FPvF;Ay1Yfa#l7OuJe+enr
z8_<y!p~+wTLXiH{Kzr*K0;jlE+6nwGoN_wCDT#|Ck?|!pMMHoar!UxQ0o4G_;(DV5
zJfhXXR6-kZ&5vaazY3s9Bk!i@jFXQ@hN2^yPSGZY{w#>R5Ai}H%*(t;PUx2fF0h<8
z@x}RV>T<WpBuBcGQm~S9*(ho=e<I9_>(SZ45Qp#$rfn-!&$Qr-rs4uyTZ$P@<Dy#y
zccsfjv|b8NusSI`uJKVQ0Pd2biE!%3lGgotw;WMPi7c?Zx(LceE5afY3?Q@(pYH*l
z^^I@$UIJBM=8X}Su5BW$Q#Oi&TIMwf^@3J&?%1oVM+{MVSj4M*CQ2=me+dQ-Jy@zS
z^e$3y$UPRis%;e>ZGW^)_NcID=Io@d^=TN=AatgXdu;u>9l?EcOSiMC$+ngri*f`e
z(|L{jL-+g)i@90~$;5joKD;~*(^M3{p@{q%Wz5Rrm}Il2K`}XZFoifln9H8_g*$hL
zDlt7KMRF};FpK+L1(E#de?-2~T8#bQUZB=kS1*mf9OhQ3uSQv%8uKSxeA;zO$eD}S
zRP?RIB{O+4t$=ESJ;}O^ADG+X;4**5*ru0wsFpK5HM#yh1!f{@vLlu+QJ5dAyPIAh
zy8D*D;}g{1epfjx(~a+nVhaDiDTdke8SIfhcP$_CJ3OyhpryxMf3>_x9q!6s(Dt|A
zPz-f?H>D){gll809-zjs3Zo*pqDn@55(OqD%ow&rrV}6GiCCTI2)s0jzM?P|Ok9#v
z>IgO^(ppzbJ<Wu(sSt(Tv`gW0%XS^u6o)itUu{AtRhrvx;FdP%L31^LVS;I}Uqk7e
zo3j?VIz!IPuQLNse?tNTo2td+I!iP&Ia9-<u~ALu($_srBs~Z+nB<svNJP6U8_3qt
zSo}e=*D>g4d}wPo<HPrR86S1f$@supALGN4R+sHWQs84nQbOQuwXwaFBR6gQI&++A
zlbjeropI>S{&R5t1zaTwVA&g190tFtFl1LMArysj?BBK+e_BUqDM;HVpK9uk@bu@R
z^(Bz@XhfX|3Ef`j61uA)m4nMUiFui(Nmej0o7YV1@#x>B$U?zDJ)aaM2f`L6+h;b_
zmIHnEC1)04Tre=}6A5Z@<)E5MS~|m*eux+DM#4B0?QqqUE`;sigUeOt9>fIfcOVjS
ztpAXp_U^-kf8_c|d*`7cNBRy4YVSH&WW6$W*L>mgU|`1#MFx>?FJ!!kM$?4Z_$Zs=
zSFA9Wh3d;CXzGBXx3w=p8$u)RoG;#Z`Cd*8@h-k44jiZ#%D?OxxS5E9>V1LKrvxD_
zE*A$i*`{(ZhSw9d>mO+hw(+a4ehSvqK84m({zS}!f1jOh)NQfH`l+dDDj!HW53|jq
zce7m2|MVW+-NX9UdtPmy-1*{e;ojoE#(CPTZ)P`(<zn}XK-s!K+zk@3J4)L*CJ|UO
zouE_eWx4+8%~rSG>}LJLC4Gt0D*ATu{K(5(tye6Z^=kRcdsy5*&|p2Y+C6OC?ZbLW
zwyZOKe|>ic1kC+H9Fpt{U<<8CU6=W6=iaY3zr6Y4$71d+R`Rb1%N&8;&Q|yCX8pYN
z=4(k_?Rc>AZ?o<8k&(A^J=uot{DB9!c%0q4*Q$LD=hi_>-MO5+t^3#WY$>~*``6QQ
zF<&r!>>snm@@C`C{^Y@3=_~Pm;VDaA{FktOf2Vh1&+bXpU(y?_cs|BKc+kGM9C8TK
z_4q;ntlazM;(l?ngxdI4yvwN_s4-fRx+U5HA2S4vkl?x;0io17!Xj&Uz(ZPXsJ6bo
zaQUJ%VJD2kBJ?BgSpQT8+1@@1)l9LOF+!&m8XhpGFyy9v+Ek4dMe0UEh3d;>-<_<O
zfAU?Xr1P-bJ;_kQyIJ4<qJ2b%ny=S?E?g$qgFCx*H%zdn+3tY}^{;1l!=*4}&ymEn
zB{ABResdOe{4l9<n$`9Q?jn6s8hX+*<cQ-^8YcgW_igv^vqMgSz4*Dh6BuzYs<$kv
z)uDW!z+X}7BbjO^K8wuvUXtL8LOBXQe?T0W(-88{pI*P^=rlS<t#p53lLz)e>a=K5
zQoaQ;dgxNaZUy%aHO1DekgR^EA|fn(3Q6Rtn%<+3kY0yE5)8{la(adfAYdO_@5?$^
zuhanuZVB<2`B2P3*nlRFGXixy=!-C__vIZ~t~jLyQiVN`_)I<3W67W@(#Wfve{!BW
z#Y_LRHnNu5@xRElzrzBNc+J45x3pM32yDQ*sAd63D{S22*#IaUYx`4xM)Ol(=hmlC
zw8ozZLZw2f^Mbr)$w_6gtHe+BKFkEM!ya|lt)C|4<qPrPdJRB7McRm0kAb8~UU<p?
zU^UPEcc8BFWAXu#z^!KVL}j>^e~NwKRTn2vI%?NMs+MZr^+QI&CNB^F5fn=EJ^SRO
zp5IfEt@rQJZ<kPsRGMwIj}ObCTYlA{d+vk;lU+27Rdkw)B#kH^1{e?qQie%ETvLB3
zYs8{RxYnSMkjwT&gJRw^9HOk&gk@Qb3684%xUOo5j5aUA9Nw;NDS)Gwf16lb_p);w
zHgg=|qb(C!%lZh*9(q-GnCGjD7r^r9nm)<Sk`_xpK9o&>HMP#VWc9int#C)gR6tGy
z977`DZ=VQwqbe~ih=6~NP=K7(%h9QQsBfzMoTZ%kX8nXO)OniSBBZN@h`a6$Vz6h|
z5%hR;z>^;lzKiUOgGG!<e+M+$z@o#Tj@FbWMQs*bU++W|K610b&>kN5x<F49+D6-^
z!jRv0niDpQ|8c#$#Shop{dAY0Lw9!6`g!C1Nu{h;E*-M_xu!#K`=E=HI>Cy6-EJuF
zR7Z66C#GS3V928-0x)=#C$WYwkoB9QHeDf`jd+#YibFoub!K(1f1}}zszcN(b!s;+
z>+P>hTT?P&nQe~-WB}M*9+N;zMq%NleumikwSe;A&8v)nPhF@UqwNe~QwogW&dQ>3
zth$<tj8!I<z&*WmZ@Hq)YaHc>EK9(<Gnas9pL~IdHnnjk#O5wj&MKt0Y?EaI?yA2*
z;_YuE{#^=qA_QI9e?boW21HdXCt`>O+F>dskQi_q><K#X@W9IGREnqI4OXMH3WXv_
zPLahCaydUPhlh7^9FC32nb93sAtSrJ3hmC%C{EJEK+aj*f(~?B0IQw5nay{L^~&4s
zX1nJtc4B5ht9uUj8+W@UaW?M1o)?nh)t?DvAs%dN<s1<Qe^v5GxUn~YyzsMvgaCDv
zvxxTTKy@`w==8sQBH@qidbQmj#R;6L<t*v=K@h6u_aiUO5;+Gd5NR*^y!gvYUI~Ce
zy!vHS&<Ht69Gxq;M-g#(B8b15%gZo8Scnrv3+kv12O|>k0sac$0K#IK5)__DjdBWO
zx=tj6t`iC2f6+-86Lpfrg4W+tb&xKjbTt-DWa5=1{qHi&L_k2GvY_?l5&J4V@iGo&
z2u?NcUGotW#!p?ynQb<+U#P*a62Domm+owZ2UJ(SLARj>fYtMINs)fMp_IP9`NN&>
z@bcT;X0f`5$R{tZF;kindNgvV$H+Tj<SXQzJo5SRe^wq4CiX?34~}cH@R!ClarhJC
zQe4dm#Po_*zwZ38zNscRt~Z~p=I(L{n%RtF!1g)hxPLv#nGNw{?q&;eg`Q@c-J-f_
zzkQz1UH6s_eBP27?&_AT;(tB6&(sguJg-*d4`EU)Zgy@1J>AZBuv#sbk2iiUf=889
zZof^%e;(><O+tUVhg*xaF#j%tgYeWbu1r=s;{%_nKdMOgl*-w$IHi#fe-zOIPGzVj
zUe)4~mz6K7jPv<XFCS_eS4JjsIgM56qjFB2T<?1uaF&#*hj@e9g3P~i*=SxE=S5cT
zF%xPN3K)9r!uBqJ?vwTHmeC$S<BoR#8h4WYf76N>Gk+rWT3>51ej3qk`%{^)Q?=a*
z%;ju#|E$jZ;Kr?v^Ym-?09yNPC1=f9UeGAjlZEu|M(iORZUq9$tc0DY`5W%uq{hNl
zpt2eBJ0`2YSjGpq5|osqo^L8j_++dVPvQeX9;C2VK>KEpj%w-tCr=d*^Ww%Y_D31q
zf91H-a2AAmr~+{-)<&WnU9<60?8)Cz7%Jtvg$6MhyL3<O_~xe^gB!!8h;zReS<oEe
z8VtLoZiP56>L=dc@<${a=y<WpfzD)De5cy1SgghBSrat<QQEV@S=2{nQqH+4>fGNS
zyMs#vFKgqF9i$aX@{;33v_;#HK<gVre^7kgC==`OE(0+ZtrID(&rWjo)sH>w>9q@F
z22VIbW^sphHpwbAuVYaxx!oCD<OML*Pu@1ioCz*+fFOIvA&=x3tuVB04`@Kcvq)1s
zp$&(1f}<>qxppv$>oXwTiF}$-ak@Ga%Hrh=EY{Af7aDSEYce=AJCo|m)MbhKf4bmS
zJ=92WX?7CXvyEU$4(<{YZP<1w&<w{R6t8!IigkY9Au$#{WKvw=7|VQ{l*KAJJ>)2x
z#ZivYiH52<CA*FpEP=s|UPN<vQ=$vy^qXwXlFvip-6Eqe<Z^&)UXSeRbpM7o7;Zmy
z1?NTaSf-oGDXqoij(B~LO05zRf1FTXp0GipVW`ebgOR+MNkZGVhEmTiexXvy4pBg}
z9*W{NR}2cl!x}8Ci?xF=z04r#%>^b=+_g@q?^_Z&1*gXz5LsNd&O{lvev`4&7rNCL
z+_nWs_1n8L4&wuDe|yLv_-_M6_2CAP<j3tawB-+RKs&XG;~cS-L~zDde;(E$kHav1
z=uD%yQ<K8s2`y9>Z)o8b)sN6S^Cl5(yNv#E1j^?lHS9ozlY#GIUcId`x4fb?$@~TY
z`5{?cCF_j@;-s_{my<Cdd$7owwZba6qv4wA(Q<7F)JzS)p*@~v@-pE^>h`!7#%amG
z%SBP9bWD*X5y4vxa40kCf5|%Ncj4?fQ|TmJr*jg;P&t^kX{xm_ObKM_8pcsMCf>v1
z%M)>cH-r&pl|6xtS_beutQTSO`=qIyIIDgVLFm^Hp66W5LXNjwtoJYwTuMZBdxKzD
zAgy2M$j$&cpsoFJu?FVHfE`*N1F|(f22^KzVAj?c^*|o45_kM}e_vVy_QKZyRt;4$
z4E_k?Ao=LO!aya9&om16Vd1^|ft-mQVn3oHd$)3UYTrKT%0sJ0X|L`QMdruoEH6Va
zDg)dQ(maWAh0jZ~q;*tORPMhD<?cjL$mvc_#x*ZEsJmh(mbx<BI2;gFJVmW2Y6R;f
zO^<?eZ0AIOqYi}te;)BC1ftcQ5O}6HA;2y=69N~S{Lsd@>`DmWfhQr5ERKXiv-%MV
zkaT&|0_?m9n6Z<R_|-`p#d$5`s!rWBk>KC@V3eByTsWi08v;hY4x+atj>W#f?qLi7
z4Dp<XV~*%Fw*1GJNO=D1t5Drkcrr|n5{8fF3KlgePq?Td83IO~M}OLJ8q#<JPz|k;
z<TY-;S}bSy+Io_w-jI$;o{wY>aWytI$kkx_!XBG7wGK`BA@yWgC>WZFBP7>>LIfNX
zme5{jrb6tGY|X(mSJ0R$MTc@~WhNM4$B^<^iUo+C%M387_r`-s88FI`M6BZoG>{p}
z(q?Q1jc?9opf5xWG=DCAHfS)(^Ff11n-Q8g>>&vojBSExkgc%-jc5rKNI<?Btbr!X
zVGY)3oIs>n!vqqOINvsTO^`r@P^axCau_1eXyj!8133r~Xe={6pz$z^6c$Po9grz0
zonnm*P)KP4J}T3cmEv$jDjf{J0b#Jvp-&&+FzFh<B3h%K{C~_pi9%$QRy#xJjn-pP
z+w6?OHJL6?YOw(d(_oKf9`4CU;Y^D2A;QD45J8he5jFcUu|SpE0oHHB>5OnL&7?3K
zPP0Hy>PH^SnxBQ9M*i1}zkjPfI!huZEczIn$-<iq+X=Q2=7pA_!)*;ir(%xE^-$<@
z9zzD+iw{Y7^M9c29o8U@;nGf`YKS=4jYII-x~pzgh~TO6+GthjnC7mAO2{kx9Jdr{
z!(tEhSy&j=n*>`$X)S;~KUSgcJGY15FSLT3m-K{Iya~%xs1QpR$j1ysoFlhO?7%}A
zO3YsH5sjhggm^UM621`X3TDoX46^dX$V}p>x+$7_et#Tr!}Gl#F{%{1dt|2(w^K%-
z*zF4|4&xPVjMiUJ9azoM+yx7==Pg)xeP_V}9Q74U^q#BWBX*sc1v%m<SlFGP;Gx0S
zkH=y7HPs7D#42V*duk>;^YeTM;u;3xPW7@6!*@7OOVIOb7dbbx`Jdi=z1nToOYBnv
zWBiS~b$@pi-2H3E0o?A^PZ-WtWbY!Qu10B;<~|1g+K!3D3_k|I_%58TsH;#K<vdSF
z&3P7FUFQ`Y^*8d`)(|SE;G|o(CKTVW{e=>X5=m{_IPakjIhaEg;+WNH$lTTva7)x!
zxb|o^qZn3JEG+glRZAI6)#hGkltuh(R?q82fPb7v#iLNZjf6|3Ahmsw$Fj|^P0DO9
z9!22?e&ORatYNq|8U|GMUZLSpO=J)l7V<4no({GZaiHC*q;;(eIP$IVNo@4(@QZZp
zE%9%m#M|PR_|-WrZYXwz`4SU-ef$Cx*m1uhQLd9uMq{p(e+x%kFQ3H3Uo-y>-<d5V
z6MwN^@EsC!@0>iz)aRF)>&MSV2GA@i<3OD=JK4s66tg}sNxlOzgvz$?>&s)Z>l9_q
z#0*c~^*%T&(?SGvSY<Gt%56kvwa0^bt4q#Jbpc1%Hr1(R7J2P~dp>*r@I!U*)_YAd
ze2ON@!jHM;GvX_-&Z}lxT?Gj_((#B)n}4IABgg#&oqcu_B$n<aNT@L<L4r~;y?sN&
z9XK$dV;+J8wK@ne@jjV-_+R)qqLz26I}MR|C3vZtgmO}6QT;=}+90e)>+8GS7?35Y
z$cith{2}rDVY`5|$+vnv<PC3Ncx4*+l+l@QO<d=7(@bO=RC)3CeiSi$N{f>JiGTMZ
zsxKJOxuyCqL(tLk-ji@IJj%7`OFS=-?b?i?=!^iAEe~@Oq1Vr_&Vs(dVZ&YMWkfPz
z*TlqWeT0W(bP*EP>>(ta*+Cd_*8TzJZ)@Axbf)uc`e)FXHUe~HpR1Om<&V`{n)UMZ
zsji)jNCNSR@84r(#^S>}`f(5met&k=+0^A`b~MUOU0_XAJ(uY;xwZS6XGLp@N05p8
zw-!w2fWv@d41HqV)m59RwyOF!_K+fduX%(ps5Y%BdJfK7YcO5qeVPx$F;E+~gmcCy
zHQ*4|{953AEUH6&UZ3WK0rU5vOl1tzejd6pNnfL9|LWRu>c=DpIW?%#@_&~Rd?{U%
zcJ{|anz)Kxf>1d&c%$jOC^@Lz_ZR;qjH->D@<b%6^NC!aH*YyKt#z1Tb(y}-!M&w%
z35FRF>^z9&j}vT~L)pJh1;3y19Sb<5XgIW{>T?seo{9dBv5tucn*9>R+9m1S-n+rw
zQbRdhK0~9To7A8<DBV5!`G4C+yoyZ7@eFs5%YtxD@@HNU;+A(tftV{yHdrnW>M`zS
z2S;fh-li5Vpe;wFO}*ip@yr9><``p*X$^y2oDi$aCIOjN!UC!k6{<gaY|O0vD`Kp?
zj5D-HC8}Sc1F;>T6Ncx~7~u?6&qixC&joB1kKsKw{TixnCFeZOwts(mkLz34Q&&>%
zH|yusE#*Ucz+3lj_PpFN(eBn8m-X|u?&EB=Tg;ho&s%rnJ#E%M7Pl_!6N~+Eoi+yv
zCbwf>$Z`Lg&3E48Y&U;Em+VyH-ulVi%yx_Q3VADO0DYQmc8l4P`fal5-M^|UO|!*n
z3*qe3dWsAlWLiNd_J2=spV&#)NBXK1kyUcTYOg;{;Kyk@B*eS+Wx9$$RacMtm+CQ<
zs7@h1)+zbErdFXZ<IJ9K7i(;Z&h2{s{OGQBXu#recJHF4rJI;77rS5Bo~6Nncl&f<
z<)grAe9Dr&S`Lj5kfu9JIZ}5}e>)&Ny0?p&a<X%GyIrjADSw*mVYj;(;=49lvd*dc
zI7>CP*|^*F^11T34~zQ;{8yN~<@zTlPW|Bdk&}pRKKW~VutTq;9RG00#6ixE)k4L|
z&%V4@_{6kE?aRDKPF}m-ilqEq1_x1Bz@z8WZlE<TP4Ys*!pcXVL~%@}Nux%*S~T^u
zTvT`GGZB<Buzy8sx4vrSshjB$;y6u1$wYO4E%QH`guO^kk$7MJDUuTPt{gy{@6zY0
z<rvRUYx6HjHiZKj_B(-5a|d;`dP-(mI~?-8vBR0ru;wf|Vyp;|X{&IE)l{cqfI$^H
zo<c`LTtN^v{y~R6jo?l#+Ru{`e#gWlIHz87ft-<vs(&{V_Qr>yXb>M`71nBo)^Kl^
zq^sC;n1~Q9BqC>j6#KU{F)|cS)1(9h;?*ys!aIX73w{j>eQBftgt^Ka>7j=5iXh^E
zqKxJgf7OUlcnS*~Ch}iIg!}}RrJs=gs)pbd*nc2^qJq3k)jV4SUVYyJsSUCw+Fa>K
zX-vwnvwvuc6fI+^w>sVk<JSa7c^6rZ?TNGOlw`;awSoLF%)oc<KD2u)ffWlINet1^
zszQc=A#=Q@5GwMfX<t?ao=Csi60#)1wGp&onj-_+&<Igillg9BWJHiK7o~dggK-fI
z(1t~@v~^SjQ_h1TSky8mf*EMt*+)b$#yTK^DSuQg^oK*ZFfccsE}7yaEn^`V(i;jP
zvRe_=2l)vj;eg@1imLIvy#2YCcKfL)*ElEu>M1Sa-+m)VhefmJJo$r^fOG3UZQS{6
z2c2fO^6p<x?q;F3O=e3RVd>t_=D%>VYHM}rZFjSK7r$cA!lWX8EZm<s;f=dnY_KKE
z3V+-zU7W0}b|vi*TVj~ZVRFB#M4gl6D(K{%)gbD1zk-O#L=k2}ok8-{?N$N`+{HVo
zzB=IT(7Q+8X#+{IC}S!~Mr7eO75<yZeyD2+NZ)M7sCUHFkG$^2gZv>p=C#8i?KVyr
z|HR1})N<cK&f%Dn&h6rdyV)*wzi40JJbylK7jy64U9|@}>f<Rm=V{^p>$zIMB~pH@
z=MwWj)fWO#(1SAPBP2l*3rs<d$g(6uNxsTStmmg;_YV8ioue}XaZ&Ru3=GuQWwB3A
zQ%$(}ZD;+wo39_$X|LJsa<Njw)ZBGpXP}0xyV+t%0<8Ze2;;iSx|-bJd}v?RIe+YP
zPfl}-Fh-r4?y~@Xawul|43H)k!{xTgdQg&8@y&cOkOSOay)uhag~EXq(F%=z$3$H`
z`C;}E=3;(SW6Z=)(1o0v+16D(3tg-;pRH~ew{i}EM?B3Io1crV>&+k5i#fKF44}IO
z=8Nh*Q`{{z8>8LY#vKr_64m3)K7X$NT6t;nLvP>N5tRw(5@X_~;s`C-J$mhf9nL7u
zqBay##*cfNr742*;^!g?W6{L}b=#p9+%5R-;?K4C{nl1#mQH?wyd`0wpQ=B4#A81e
zF#S-K2}O6FR`^?6K-;N)2kc7t%a%Zcj~fDwOFD1#G)#az$pd7C<LBqgB7ajt|60iY
zYCFtkGj)w75T5uH`|A8<l|3gaP^21C9sk}VZr@c5b#~6f<YlU*)nw}BtGU)VS(TO8
zs2*S#ixOY}?P@+j96FyoBibBbFsU*NVM4=t!du%`RWK!tD;JBlxhie4@<hFZ??_0d
zofZc})Q&MauUSRFBpI&-kAF#dIFe-X>0N3HHu2n9nq)>*T56K^LGeP?e^CgV8??iW
z`aUSg;{BiqZ3F-d51k4c&^HDsWZ+Vu;x><hW9SYA$}s#16adWrewI6X6Qn3AYtk8l
zNYJMXQ>@4IBmjct))6!u9p1=^#JfOw)gdS@PxZNuoPh@PmKN!A#eeYnt<Sn>^}@rJ
z?f2m7REd)>j7<l_ZjMdog0GNGM?Wujo7wd=f?e;-iqMZ{*#XmAYf0xtd7XDZDpAo(
z1Nl2whfn<CNMOWeME?-kqh8dWD-k0n@haIj74s2Bbt>{Orf`5B>nt>AT(DWyx2pPW
zi$my5i)H97i=zx17Jo-E+7*C_MOK}%*p;#T65QIajp7{TKW4I_tZ#u$v^NV@P7y-&
zmntaDMbS>z8PLrQMHMu&!-0Lq4zTK!)Yf&NH=<HHd0eAY*|L&Jd_GMvRfPjFXSS4s
zyf?drWoQ}0ESD6>?RvHIDiVZp4D;hnl<ePjM;VhJlPH*~3x8A6xmm8~e^%jxyYXhL
zTW@x={^8O-rw3(5Ryt=T){z-AbiG>s^4!068~4$be}V>Qqud|v<`=J8pB@(52d}2@
z9%S72uwLF`gFbaXfV@#{gAjMBtw_pNwH27}6T~{74Fwq?#^mvP)T2b?CiN(<Qy7kf
z3Q$Z0>-Me%&wsSPYaugi@S0S-?Q!ptj?n4bq$6P3K4~U)>YfSe9=0Z2?T|N8(B{-Q
zr0du^s(*zBb*Q3GgIL&5ZlD}Y;|wnL!7k*PB%5lc!(PfTDhP+rEr=%7KC+pHG+1NV
zqzB(KT{nSv4V9|#&fdak-A69}jMdR)C}EmwLBsTK6@Rx@na~Ud6E_L%?t`t<B0Pov
z)K3Y>siC^$kt5pr63z*-Bu!;U6`#I(l|sFZBCQhBM4)2ocLUjrsUj!u-Oobx41=du
z0@@OTFt7EG2?wSWn_snvA}RdHdkLec+HfUgdHJ@aQd{U~^>@v(WPFicr+_k-CNQW<
zew9M{H-EXWX$Vze+QsQBmIm{(-;pjk8y@dyEv4sc7)t@T8tzi_YnE`?(Qp>@ji2E!
zN_R7i{82B%UB)FR!(G-zA44kaK`qfg*~39}NHc&se&DC_4_+SrBY3>xu!I+ZIQun;
zEYf6u<Qx!(1w_KnsxFbKBjG1?B{q%1K~ik4(tpT<h=pe~FQ-A)6KVlFk24uOXk2#w
zrM4v%hMa1SkkqPak`-S4Qsa5qA&H|e9y8?GVjV}bY_pEznYLO-3m|vPZqEBnOOlO_
zysvwiOx@ePOsDVfW=Z@0Ep{zz08q))s-Fn2I#Ud{sR0mVN)}n$2Tj*bQ0@!VyFq<f
z^?wQKFSs{!`Xrb#G%@odrfcDEu`je_2tZ9}@?CNSpb~UQmneZmK_9apf^e&vIt13Z
zhA1@Ygp~o!KVgMnjvU)K;C0jF6viSho<x#HV!A5(Qq38Yr_K6tv2s^C@5x<1fwCzL
zf%QH=BXEd9o*dZthxxIL-=O`um2>v$zki5rt`1P$&>+aC>gBXN^<y*vb5E%i26WfH
zh^97RQ=RX%;KeniVF19(7_ID+EO$F>D}cGR^0NM!j0ID~NNS*}sFH((u!X+ppiW55
zo*$=&gEnewNyvB-7Y3RHWu^su(r*DBzh1I1@Nzlz+#eZunUBgWZ6Tr3Oq(2-@qbu^
zd%8xqcry<gsG5fBX_^LtW-v7|ccwL>%(~`u5st@Y<qh|}%K1~Rh*m5AMgOoVX9>BS
zOh$gD-cV*QgJjQVgiXoB_HVMvUeGaP0b?pg7x7T_&aLSOQI_1NIewHLeR})%nItP1
zg3cd^*51bA_ECy!Ku#2$Jmujyx_^JmR6OZ^vv)+^rBN!WC3=iOjj1is4H5kcQ=!Y~
zv@zR+(#{>x!5_u@9?sE58q7hRjvHmG|7|UHNzrVNc@5q6@EqD5;IR7rSewV`Cn>QJ
zbnvgsbqtU?dNK~`xiE>KJ;81ONROOfq@7T6!4K9a&J7-{x%eI?{}y(FPJc5$IG-io
z2tQI;s24Fh6{-c{v^xmi(T{@&Gf}ib%OW}X3ee#LQ3%xi0UN)1%x|B(iwtAHCJ<tB
zc4@mF@lD%gsky91BHqyAWS+YGD?aPZ7OW|n495=w@57h#ij$wg7aDBD>L|ZDtCX|g
zM0~7Is8tt3Sdi6&-${yke1FUe#J%cfMKzbslh@k!@j#oiP<yGtOy%iGV(;H2>cz%O
zc$HchvBiH0d6HcSH^SMVX?0K6J7{-}$<*9`71B%8D+nGc1C5<4M8E+8Ia<58=_Lqm
z>wMp*a}rdV=_9Dbp^KpMz)xI_l57rw%Dn6!nCLzCz(mx%1C?oY4u4eWh;JZc8`ps1
zY;36m!Qn$oaT<k*fMvjHv1q5&2Ux!irL%2PW_zN>YDQ~kxOt!z*gtfWb0NvGR*gcp
z<5}F$7@-BtQ%X4#5jyT1LOJ?ncVQ%QY&35mh=Hxi%a2JJsn_JIX-h@NCLXomLAGI)
z#t+kW+&A^b(DB~Z0)MFvX3$!;L*>C6V~e8v_K5tsmK2584Qi|8WU6{qQg(6m7+Ib5
zXjT@98c(vVy2k|H0Qi<zEk9I$M`o%36@hj0fFind{i&bj;(C=5pT6|yC%@Pqz1(aZ
zo<gcR1m`-*+BENnUad?}f0_cbS{Pf87?gk*7l9>=+81wuc7OBYEn|{(u@&j68a=8C
zUCWmZOK{|W)q_)>ALk!c(|!0^z~5zza>ZvmtNjgyePl^|_}x`x^%6Gtc-vjgAls`s
zy{5ZvStBjSR_IgJzuWL+-u3Ql^}oyI(M)C@C1tQF<4vU|wi?*5&R+e{%gPwHxIC#4
zer?pfX87rNV}F`Ug}Uvl2i$5OV>{_raa1o9s5ck#I80N)5iX9FM{I^m*s-eMTg0s|
z$}{M{Avx9RLR{nwDsGY8);A}Vo}g|VPBVcXMAIg@mGyH3j7(B?It!baoZx#RDKo(Y
z{7W5VUkBdL4=1f7d-tO&ltRdVFomvCiL1NuSF8b7f`5exMV<UlEmuc=g);IwrAd|L
zhHcTqC<L7aY684ChSd>4@1+b5;;JPecd)-Jfacg4b7)MY>wburJ>rIV3&ADom<qQ!
zA>JYw5`j!C$?Af5i?Dkj<}xt(p(e5|{^v>sz&FVael_#$O?*+iYg4H8njP|h(xd`1
zaS)%L_<t-iwE)Swl4U85=A%b|10}IGYZI1_>j+<3J%L=vA2Zm_8RoF93HF#(!m~{L
zyA-)P?BJK5UO4=4Y9Tb+&^Zpr^4b7-K?nFUFgc?}FpfH1mE>XdhPC=~zRfU}Oi^Q8
z^{QiZrElg)K{dwa$v-thr*(#NM*VS<pxG=n<$u&A?3h6?poyuhE}_YJtZeY=X|HM@
zfq6xCgnYFvw6XH4m)PoUPuAFDti0y2wBK0bb@uB<N+Y_Bap*Pn=PngDY8Tfj?t)od
zr$F|-z>&iKkb10s=-O?a)q7Y9bKb-k?n*4F)ao%r@3(h$%coqWM~;-EDf@SrQakWn
z)_*nom-K%8JIvZzobx;E$zF1;<0M7jF(MUz6@wlv$@%}ol$td=L(BNmcg^Ax<W=kM
zFb?o_z;Ahvi`C+Bw&X-^+{Nl{y_vg@D%Icad9_&Gd%K6l>QD8DrTfEOVl)4lML)|4
z`fVM0ySA4sa8AKO<#{z@T3NL2HUcCk<bU6YH1faHacH=PTS=!{+4uLz%LE-JtNw_|
zqR=rwO7068bpY$HS*_|-0fbnb%g41u58yP5TR1)HAnb|%0SVkN1KEC+uzGDch~xbV
zw6W-Pa^p0@&Px(}dAT^8aEEvLsH5-$)Z$$qauUTc322Nmi%0;lY4qewg<{&YUVj5S
z>l4j5s}qfAv<Z~Q-W=*n^B8BtB3ftf=23Ubo$1T+!Y|6aI^9PjA?&ty--v3sJrv$@
z2lt<>swN<HO#?vTUR}i{yozassB?a~tQPJq06UV9cEX0MU&?I1GY=23RAI&nug@1S
z>Hydetny~lP^_i)#i%R)W3&qm!+*pcw##H}UfnL1v*1)rZib$WGhZ*4?tHgcuVBSi
z9sRC)+Zo<H`_c~57BvR)mb}J5C1BSP?_nT_RRQ&<p`e4XpCJN%ecnJo)3Td{PLV)F
zb@XHR1?daAoU^!fSG&dT7o~7#<KDY}dG24k&1}9SlD1Fl)z<Z%W*hn6-G8qq^cxFp
zDoJ>EZ3LYl%&W%|+Y(W$mMu)$h{$3;^87T!Q{F`;t<Cd8Y*O|iDf86>iV0@arKPPO
zBy^Ab_)x0%5pbdE5LS2*CVe0}IlLuvx=|yj;cBd|LQo2(7WJDpcI(HKZx}xcVzYe;
zNHcvX=+X9k5yb9WfOAL^b$@Q8u9Fvh#r{d6viA4tOU`IhZi~T~L0@+IXHL~*QXWM8
z%K8tr6$e)2K;FUWX+VLf$s+2Yw17HI*9tnB`V($e)-iG!t;;~aJe_>moH-s;*6Hg`
zC&ZnY76NU9?ktn831|z{?Pn?i#Tn>fDx-Xn)-<m#=t07|p`5c?dVl|VcDHJt<IPsv
zpYDe88S34uCwBvj5>3dj-Gls``TExNX4|dg0cT+bar1n$S<EGIwW~Jj2+?B2zVDLU
zp}M4n(WJogq$#9w5QleB8#AkZ=rtEPab5ocSN(=3*-4ZfzBs^;4m~1n(<7m2Yj<H+
zBNNup;zaJYN{u*ce}5Ug7d(`A)GEv&!MJr3MX)#nR=;^q#Q<!}COXg#vW@!ps-bpd
zWu0{cqSP<pKu&8Ia?P8G>LJG2>eidxtbe$a?`U|B?(O3FkrlaGuQ)L4)$*4IJd;wh
zo{}ise}NQTi#W6SeElp3tog>B0S7^iGhaVGKCc$@3gYe7>whJdbUWM4yvOye95?5r
zPr6&IW~=#Pw)A!z8F<X9rPeK$wsh|m$=y6|YumZsxYeN?G;uq-b9cYIr}c6%|Ah<|
zbfCN1E_RC_uE(asXBiu*pk}Lrn#b8{c3;&QjN8b83I6O-U)FhvlKmSz-?qkRT<jMK
zqMio$$ihOpSbzMpX&O;R6fgcuh{^Uo#=*_iHCirRQ%3!y7DE3X@bG#T>)Q^(Z2P10
z7lkouIauJpa2PP)#S;V8HybJg`88Wn;N49lO!O5k1$WR#XAqrCg8}!So*dr#`w;Lc
z9TS1-HG6;ZJK)vtIy3KXIaA}^AM1^G=RGb~>kYI(34f{O?;98ja?}5kdo-k$pHaSK
z-a&BkxBZ&jP`>20gW%-d{+G<rkXrthQj@z5f|I}R*TkiK$$baG$#3T~^b_>k{ZX92
zyBD>TdiEq#YaV{2l6IsbD=@1I4J-cgl2@c~AYT14D)7=dS~TBhVT#!jZU`bSPgqe)
zhP~<1uYcwt7JzV;oV@CmW8N81Gr~*}4-0X^s(estV|ZVaWK|{`O4&+267iup5&-0`
zA|c@kZ8fJbrs+V+({vyKbRC2-K?iXeMQT$UDV|E_Dl%-3C)d3-c`wNVks;nkY&e;C
zMN9s>3^T-fKrLQ`1zPv0HRnnc5`%XF<6|6XfPbw~-4F+t?Tv6K;T$Wejc;&3JG>zz
z&!Zb$_&m75Wwk*9Cw}&iIC-k2^+pJUaDRZniIeJY3=b#<zW)8e0WRGe8xX?8dRs>Z
zIHnmGFoNfC0WRGQ3kXr*W}9?sFS3bIk6~-VxFgsa0yHiS<iN+4x7E2VH!iZTCzW6m
zTz~n2ylnDVnwkjO{d2G?hCp>E=Os#Bs33@1Euz+nA(h<SHEQbx;;17oIj)^5(b`6k
z2Zj5b5Ai~$fSaY0GU@@>Vx7E3tHxwVbvX>)43(G+g90y<_VfwYTn$M5te_F{f{egi
z6=`Ha&E84qdV@7pn_IIW0R~z_5P-Kr8h=s3JLV?Ac?n}b`;wk4N;1N>sR^#q+XX7;
zKP#5<P@@Hhdw<*lI{EpV7laWibB&d!Vto;Wd#<XU5Z5M547|4*4_J>{9J(L0r>m?6
zN24O&$sD19AG03e7}iF`8OBBg!Y;J*DcH;VHb(CmW2G@tFG5^%9}~BI7D7|Fr+<}A
z0&=2aa&QksSU`C*nemvu4B2MAcZ%VYDJuq?z<z{dDhS4VZ2ISPg(wN<W;XxxezSgF
z-QtRL?$#TZ1X!$guDU|HfE^I+5uP^d$EO`qc<VmSR=dR<B%Zy8d$DWYUznuvPQtlc
zx_{vclNDX8H?VuVeevyXwz{2dZhw*D$UWyePn~p@<*6ETv2m^y;~f1sKx{9J(2C5D
zb2*JbEp1qlAU`!q=v9-Z_BOM0zm`*pRjO<E^df@hIu3eVA0;_L{V>4na*Z>qXH0O9
z5sgzJ?RpWSSDD-vbpz`)20=$37eMygDbU^<#<;hmr<HPkfwIZhe$~R%+kc9peSz_J
zlvqD4(tk1;@jAh@qMF)Zk|j?oKughkecge3^8}vNs5!gh;8j&aOZ;VhW76yej#@N(
zNdtps=U=wxsl`R18Yg~+agcm~9dTdSDg5jpu#XICC`i{C%9)=rRTHW3-$X`8pJo!A
zy#5hb8z!ksrG;_81`eWOtAB96W@rWLIl_SbFco5dL^o6?OG_A|k*X*3yhbq|vBAz*
zE)cBEH8FG!8Uu7$M_4MBqxNRD(oKX#_}*N4nWCM6n3@D{c3yjdPfn)6_dvfVF4sSK
zfyk+MkqQ5#PPaT1MY^kIeMtu2*0f`=2~fvyc{SAgfmehlk(31&SAPazr!ZE}W~vv@
zqXeGnd6dlip@=NQBPfXX7$+dIu3n<q+Lr-qZ(a^C>u17}9@kGjEW;erSsTgvu@g-9
zYycoD`ciRl^CCQQptmq&+$?|SQ7&FssKkmj0lnqJCbw=MiaVBOA{=DYVIgJhUlA`A
ze8WTS{#-<&&WKxxb$^T2$Bx)ki8i(Kp+7{VWCsmfl@ABqvHF$>J>glt{4Mqc)d5*4
zPG0|*<b*DhQ5I}PLd<OxFjiwyV`yMv^Wr?F4TANVRu;)?en&+4&2OL_cGvjMreR6m
z(?%v3G{u9CqOd-63J~f=CoqW}4Umn{ChBaTZ~k!SO^&`9^nb;!?~%9e-Rya}V`V<M
zn=LGh&-cj9`u2Ga`^;2ryyqf#Q12E$*&ni=<n=~Cjvx4GwKoy|gKz?4)R$_3o0lol
zL^5&vx1-QV_*wP3a)wCII1%er3utK+A{Ld$N&q>;3k;+Esg_wE1l5|K1vzMa7N*ho
z{M13)gA1tlk$=>Cc-z7+2>pHla)K;LQxUW;>8T}|9CI3Zw16Th{K$I=>w9(H{^+a6
z$)u$bd+;~qP)>P#Q$~@MarLZ8r?l%7Q~mUc3Nxw^#zD9joNZrfFV<g6U3DpWAyRHM
z%WIk6;KMjAn>|l22y^r^6W<hb5_ztoarsMKLtL@Aq<<`~TrJelXJK4&fmA=;9KZU`
z174#T<e{$#MO^TIoTZGqKb}G^c|V>KzHxq>h3LMIg-m^CcLM#A=i@77isR!e?V{f!
z6eC;VcFc<+1Hb{&>0C#S$gMMlU+&*TkzWIS@;|SF6@GjjZV+CH99{*R{?}Eg|9utg
zb<DT<(SJ>4#8>Ek8sA}yV=tBxiP!5Fl7)xk)k`4;gWsVYj<NOILfYoIW*J>;Fc!kA
z`}zj4J{0kOY=0zTCN~2SH?<ju*s<*}#0?IwL9GWNZs>nsgGw`7%)>)Ah9f@Jfg?}$
z%R)}1#QrT+8EL#Ej=rc4x#AzyvZt5Yw<EC7B7gHkZRS*FArH8oE1|L^*m&=L6b9A(
zeC|&rc+~C*qHo%sV4C$|Kugn8nPV+a=IRYk#f`W7MDkAL#ZC=xcVPrRxS$Ekxa4#~
z+)mXYT`N`>UUC|&kbm=V$@eXw0+Xp#;{f`SA=g(grfu6>OGE9VSp((LI0Z1#VTV~1
z;(vrTTO}-=(_T~uiM;UDJ4JzbN4K%btDknI0gry}$zBg%uGTT(Ax<*ky@{`!2Etse
z)CuYdlq?L?@^%{eUx-6VIuAeU>zw>8OuaBxuL7fnW{rmF?5*60QDQoWi96dQnx~m0
znli9RGzWM!(gfJ;5sgDdA|}RWjgw)Y-G8<FJ2SujBp*2>R0;1b&ooTx7Y6JUo^Yr9
zOcto4*@X3vL94jQmD4I{D(4u+Z!)CA9Sqi`oiN@<WuQ`$CFS7=U*8_!isrB0OBozQ
z!9|PO2O;q=NShmiRyCoTt9g#d&=LczQxcE`d2LgZae$W%bz#`OLS43gj1w=ufPWs}
z)a7>%i`Act)xEcLf4EEJg~nZVPka%-Cg3jINjh1Am|&d6>y5rJ$f*nh0Maovp|0{^
zh4=ExG<7E+VDd=>Z|x)+WUGKHyF#4OQcdK_T%Z7QDk-uw3v=P&^C{P)Pv7%H3gI=3
z1WCS(_w^cxkakzUf1RU9ha@@3Z+|)YDM_AC7mXkTQfZ0e-H%YL(>|4;>>V>PQt~R0
zjUo{do0nFJGK=ce=kT1*N`5YDfa#=4&hfKDjxE$d%xYWFLjD049XAA!8$OG46$W^~
zP8K$6>Pu?Xg#ctzx>h$jwUPS(sLpT!dnbAJT6?L7>U<gMa#D}j#<g{y_kVIVrLA-u
z#_!1<?-sk%T1`JDe<@1U^@BR&N&^{=F&FqwXE?e|WdIUTPnJ|zhysn+0xCZmT7W^r
z$N~x&1QuZNvA6;X8iW-{aePHC1Qk%!Af|wd+d~Q{g;aw<KmibUKmA#_H3OlEe!nN~
zs71Xu@r7}reaybhi{#Wemw%i{1A3c*WWP!{oz~9Bs1X46)L0j#m4*yTQyDCJdl^Xi
z@9K1t+Wu8NTRLCloN|o(kI0fM;DOd=6Gxhy6~$_I%`iC9FihZ)b^*|_S(5v*$Z1X|
zp4q+u3L(vx5P6e_V(__-Cf(NomVuo^0WQ+FzwX>EmaeyTXPfy0qJK2!e!ae5s<+dh
zwgmCId~fkMyLaiBpY9C?qL!{_>K6Un-EJ4FdkkZ@UN7t0_}HcA2K2mHdh_*a=l%t`
z(7((4*Vk|lv4gXOvtD_(>Y0LDT#09S5BT_i9fEj<pbwG_`D3wNtXJ->w|m&EpYI=@
zo{`FQcAMGV-C|B^T7Q+O&6?V0ikI#S%c)Qt=12Hb$vTCU<y1$t$vdl8ifAa*+Mq`G
zNHWB>Ngn|jJ%(~x<6umKlw8#$8BK#GK_^)TplcWip?;|fxj;7rIAVWHye1uVt7DX@
zXw(4^-=X?cs1XijN9&5!em|8q+CIxz1dmnALEEyEbk4_);eXxyOc8OA8n4yD5GSJ|
zAo+P$54<wYjGkIBhwyAfx{CTRm0^X2q;4g1fFM0=MBG$5xFZaJeVvn8t;(sOR^wm}
zO2q@k=ID}X%Iw}Fj8NjJ^COzH^Wx{iBRZK1w9kY}7Nl|w6G>$n@Q_fJ(Vg$mHG^uK
z+RAjr;6VeuOn(Pa(k~fFm%_YIHypb=BwlV{r!|y@P0yMB)O)6<@E`6Hvi{p9UN6H1
z4?gd%+_1A@W^Cq&8E-M12{n&JPH8Yg0TbGbK>x0}!022Q_^u^|9c+pwopRXcn45e$
zq(1TA-4M$}Za(G;g`$kOk#i6^Tuew$HE6~K&48G0U4J2*#WccBov#JgDlJ1zxa(v#
zBo4TBdvd*cV07568=R{F!u*lE;F>`S(xRt^K?|H(NWC4!@jZm>;5|rx(8*OpRk@yq
zx5Eic5=xF+*;mQ}3WzNyvMk96;_7V-Wj~!yD&w4tt4>Ve4sD%LpK^!|QCECB#%mcx
zQX&@ZD1S|BEp-n~wpg>Ooh9-Ei!X?9UheloAOY3#D4}go7b!dGCc76pI8cn#&x%;(
zB~u=Tr%BQ<6_IM-zXyI8M#(A*QE%4MoZnbjORJ<cmZc%{;LST0Me3n9#LuYuWo*yi
zqf$5ZK<fD~qB~R(I7Qru>uG9cF{&O!<<+b1jDONPGt(5ahmze--Ol$Fk_AR=NZKM$
z19=yT7bTg`V+)GL0RjihjSPB4s)s-?M)euCSQACUJ<Bp+T#PgskQ9<7&O~woTAOuI
zCQf=R$fVHp7!ya*LQE85G{QvD&LJL39GaOx6V?Mf6yjohha(QcI~>G}?y#JT!5s>E
zF@Ls05v`#ej$}r5IF1(BVG#vEdNiy<;W&)xQc#Bl64#*zq+v)$Wzm|DvU}As#^O0N
zjL3Pk1<a5I#1>H9p^8M6(;fdt&?PMXi3x*>iC_D&<CVqge?Ud0l<%P1*32RGtAw20
z^GYR#_+x$JZFjSs>piWvJLGZS@5mk0yMLYSW?Og12(N#@2t*!d{f7E;w%Dnk+^sj>
zeD*Y(15fe-@c(*V|L@w)rMpob3BddQ6**_t&0?0bBQ{Bxwv7j{d-`rT#3nJPiSgx;
zbmrHOB%T6cQ&r05-n8xdB$cX!BuXXU1hdy|y1Uu7REZc%+w<+!%Jgl}4Q>)+>wj7g
zmTPSm=nkzxu4QkS5*F6l+W174x7%9o-uA3z@L+H7HLGI+=j)XTG+n%QmR9hvTdh#V
zN|dej;0NZ?-1?SFr%~L*VKbx<756QR8^`pF+;Zs{gqIo}gti^kaqwGh9YfQ0YYPNF
zLnX<!k8l=3*b$H!=-H)=K~0-w1b=<a<Xxf&HdG4<<H7WNTw!cnecY`~7b#s29Bjm3
zV<~0i@WcE!sNr0oDV|L|egyVE_oz}Oh^qtQ>wr*{xo<NplcIt~7+Pe{7^gMHXM_h2
zZ%P6>WJgWY5xkR~7xgm36<4jzZsbtVxL-MoA1fO;c#JTQ*2Z$#Y;_r!yMLwa1fKa|
z0cXKinBsUKoAYU}Yy)P?m?!(*_JN)@gREB(;@D`guvXSR^t|A0ti5CvX2Xqnzv44W
zXS=fW7O=KAj_c`V>hHOh%c?7ELuevcTE4a5-{1cVT<a%OKX9sjvq-(B;`mScD!6C1
zp~tC*y%yM;?apu9g~%2tt$#k!M{b`S-(h`k@)5{h1dAtowbW*SbxB*zKn-S4f%y4s
z(M_hkk-UT7?ykAgqO8rrwzYBB=IX(5*L=CZ+bsBYMzAn}D{lq#zswwJFX2dL8;d7u
zRX2Phy>?uyat#{H+4-FTYc#H}abVZ-w$8@0m?Hlz23s1=-?^-toqshOzJ1O#xus%f
z)gw9svGGv2!qykNbCs4mdjRv<)UZCeI(sr#i8M{!vyvYzQXBg~d$U;WmX;SVS3z2%
z8Ykw6CiBBR8=(W90)dwxo-%q$a5k%7Z2=G@AfE)!mSDQB3FRC2j<d4N4OGl#9`*<u
z%(>VGxWib<tnc9^Ie+)uYoSt}?*g}8MVbnHdWzjSW=qQBnrCAJ-x4MX8_!8pqN1>5
zOqIH@iUQ#AOh^90lzpKC-6V+Wr&rX#O_Dd=RTbw~KY0E{eaI|2Mm(%WV>Pq1e2wTF
zz~012PPRLY+4nMLUNJj7`Kr~Sv6DuJCQjNMo;Yc8Xryd$bAK@+&|wiCPSJ6}^G2Qv
zTxyX?5RZF{GhA@&G*oP#rx#S#-)U-5B-&sQ&%MSN>W|v7)g4Cz^=X0D+5@qw<O&3f
z>j4brQDK=#*D%5pf2gqNGiC}HA*6mxqq{+m2DaFN?6m%|CP9e1o?zi(-_$U)6D4VQ
z<W~e@?Ov8Ant#*)Mzg2^41E#Sh@_)!Ap0JR;*Cea(qud68@`kvRKxs~Q>qNEUXf-b
ztDb-vhf`VI9ECgQc>`WeL$MJY*Wq;MoFdabb&5=M+bL{*O3UQP6Z)3fnHHdOwIHyc
zU*V`MPltQ-*FT8Bl-q35V08^l8o924@x$0P>J6i#m4AZ{W4pyOUNUAFJOg;Yvh{_;
zG_q!w!=~B3fisTjp%jNyG!C3C{1Rq}lm54;<gmLN1<=PeDXI2I!!%!z*qwqkLMdT$
z)BN&{C!E)B#xnOSjYBR;i<OL#MD6E?Fp2E9@D)8h91@J^d<yyLIFU&wh~E&IYZX-5
ztZIZ4)qe^uOlMK{UhSd2gogqiZ>(b1w>xDae@rw1UPLG^?}q|ZpYY_n$E@`^Z~5P4
zn8d}WJ~%SWa2iOM`Hqn6iOaeqV82pL5^&5se2I!rCY<mqtWb9ikEx&$LnS=ris;dS
zHqlhlt~w$St@J}06MQy%f^*#qwXorFuh)6Fb$@`8sB}RZa>4@<P=5Ulo6!&NF9kjf
zJBoqb8&Sf@&(j_Ym62wGRaPHsc#3vV<NzoG48#V(B#SbH4p7j8<5y5)-6NRznf91r
z)Sew3tA`G0-lB7=KBgjVOqznLT1)5w`m{bv7K+P@=X7Q(3DHX{ggweWCWs3Y(L28*
z9Dk`b?FEjQ4Z$oSD5cd#efK1@FjfzQIwZAr_rvmJ3}sH>!SpIAbkrocM%#{2wP-%h
zZKS<ccwT!3g5oYL*YaK4+M6qJ{(I*Img_n$sX}V**8KGo76Uz(?ClmjE5H|!tDxJj
z0b@c5b2jRt-Lo%j9C++SP^7=3a~>Sor++bGu|6gqt4m{fP9ToP<=&9FmyE4BzKEx(
z>CGcgUnOOtrfN2ck%~CVXr$tlmanHG*VkZiGh><am9^gPR)RGtv`7m!gzKwnbuS)n
z->6T5JmrRRlOqFWjOu`s0|OeXHWV#5J?)+v6*K|$RB|{bpg~hZ0v>pMM9|CCqkl~0
zcz~x3hJ)FlD63;C;ZuZGRAfa&438ZkOB3)Ywhxb9{CW-{7w$?j#@<{8p8dEn>)T>2
z2Qn|b&hj*}a1+4#h(B9-e}vf)_XbSGAib?p0Rc~-DRJz+z0AYz5~(S;6h9Lzag;3K
zi$VUeCTIl<cy><g9A|<|-px{T(SMdA?LI;C`dmScyM@l2=oLDcvg@{w(kJ#uhJSxB
zCK&ATb>S~G^7wyn0~zB8c_9_FBnmT;`jT&c25)6j#FqrI7*e3SoSN|4qo;92our6J
z<4He7hSj(DPf=$44I>*>>0pTODuqYpf;QdmT2AoHYXWx7SZL&-t!SY&rhh_%O<T%*
z?kdf~Hf7fVF{a1><HYM3T-2k~Ji8qb*~~g_(+=~jNQl^vG4;L8zoeNPA6c)YS<GhD
zsQ8Z&66UvKS!I`C4WwD?D0_qio$e4CR@EQ#i6qz1>lXT5;w#(%Yqwf$R=d6Gw^g3!
z&9tldOSozErHwirdzw|}fPWFTHNpuRkrSO?<1-afMcfb}Z{Z(4<z|xtqHd}STA6Ba
z1HvS#*M%A@s6}}a5#-WWDT5ZH+-3~z8jJ&?n<uxZb3=4BWG}>HIw!<4G-!3`f*{bE
z&*qtfg-MetGs=tjj5>mIn`k`8uYZ?O_Q}@%>SAX5(A8onM+9%<!GETF3pS}1ZCyz@
zz*f=S@YNfQp|g#mkv6iBpZm)$Y%+=K7>U&6aLu)_nn)B})aL-1$8T{GW^wTu6zL`S
zO~r|^@1TecgR|Zv9&E^Ottmu|d2wQTJf+Ez#s#}YUvOv`DBEm7l3h?yW3#{$RaQZu
z4UGbix@r?BEc?H!%6}>i9y5BN)=EmE#}Aq8F&qW)Q6ClU3<JiX#nhf?k^KhGh4R%t
zxGT9(b@rAQIrq$MC5ApbREg)|JFq}z@gFb=%tBrWR(mJUp9SLK#YGq0`IG;2$4};%
zn_AjfIi9zI1rJW4oUL!K?Z03zbU6#+HO=o)r`$Vf;NC(jH-G3qi2P%FcxF9(t1;K3
zWCZSLi3;?_{v#@(0S4{Nu{8M5#uP_t7M=yTb!bA`us5FN`t)ju1jDAi(SdTUwX?Uh
zfkb4ly}<L_=9*4>WY%#1kYQRpWq|B%6-7U)rr3BF8gr=5q#%x4PDDe3ovt7Z(}P`z
zcNOOOzgA%Hz<<W3OTyyb=k(=ec#X_lvuZgnmz)NuZh+NL6{tl^ae%TqFx^q@xm|LS
z{7@MXkR!h=o2!PNn6WZ9OK)LrEkfDG)^UB;w0#Prx}3ssZENFKdH9jBd>q^a^E{;4
zTUemnMn)JR-zhGT5grO2t3>=BWuIDDB`$%1iiJ$spnpI?opUTbQaauQ>P(fL&Z(#p
zd|-VF1wWs^Pvb*m9*X#Vn5|=uarcFdusp^ob|{ue?`d^8c=b=*?4=J}Mg{A8rs68v
zm(<Jw%XkluK`#E(UQdYC-@vG<iLnrLm4pip3<O(&Df__iAQQWxoYCG_VQrR_3Una0
zLV+#9Mt>+u=sJfXBi1`np6~p*jFTd$x(WHxq6f^POA;T%VR%hQs2TV3j7+r-uH<^D
zGTAsFF=z81;qg2w5Zi$g#K@I6fUYGRLhB=Wxk@uN^fP+K#oV-lfT}Z@Q=0z9`H>{d
zw*bM*qX8k0GIY)Z35C@_vzM8}`fCUnwqrIaet$hN-`a|UWboeTOB<LsoCCy%_$Lhl
z>WQJC0emB;Aare*%Q(eF<XuAS!(}Kh;!5}#kR-g+X9K|+RUzwRhCBvQqynZwAswX<
zooFUf=`B&!%DK!mJKE<L@VmA~j<9XiA}AX^E#xDGpXO?WA-&oY!R--A1myOP#AsT6
zOMmt*FOL5@riZ)l{qOI*@|pE_nM67NS$sZ5f5b0E4!iod;?wHqHvjWm_p=(<`^96L
zz9!M#V|2bV?K^Mz<69Ev#a&UJqvM@0tz0gkll=$(<#+MR@AWTNT-Fz|;s%HO8~Z|0
z%gg8Y=8LKtYtg8>zI6-xHLgFZe*7xx{35Lfxk2B47ALm8mkP<N35g_FeO7C_`hFX}
LM&JGqriK|sR;Vad

diff --git a/docs/searchindex.js b/docs/searchindex.js
index eeae80c3d..0f0f2a946 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles":{"API Selection":[[1,"api-selection"]],"Automatic Python function Support:":[[1,"automatic-python-function-support"]],"Batch Prediction":[[1,"batch-prediction"]],"Caches":[[1,"caches"]],"Chats":[[1,"chats"]],"Client context managers":[[1,"client-context-managers"]],"Close a client":[[1,"close-a-client"]],"Compute Tokens":[[1,"compute-tokens"]],"Count Tokens (Asynchronous)":[[1,"count-tokens-asynchronous"]],"Count Tokens and Compute Tokens":[[1,"count-tokens-and-compute-tokens"]],"Create":[[1,"create"],[1,"id6"]],"Create a client":[[1,"create-a-client"]],"Custom base url":[[1,"custom-base-url"]],"Delete":[[1,"delete"],[1,"id8"]],"Disabling automatic function calling":[[1,"disabling-automatic-function-calling"]],"Edit Image":[[1,"edit-image"]],"Embed Content":[[1,"embed-content"]],"Enum Response Schema":[[1,"enum-response-schema"]],"Error Handling":[[1,"error-handling"]],"Extra Request Body":[[1,"extra-request-body"]],"Faster async client option: Aiohttp":[[1,"faster-async-client-option-aiohttp"]],"Files":[[1,"files"]],"Function Calling":[[1,"function-calling"]],"Function calling with ANY tools config mode":[[1,"function-calling-with-any-tools-config-mode"]],"GAOS Client Resources":[[0,"gaos-client-resources"]],"Gemini Developer API":[[1,"id7"]],"Generate Content":[[1,"generate-content"]],"Generate Content (Asynchronous Non Streaming)":[[1,"generate-content-asynchronous-non-streaming"]],"Generate Content (Asynchronous Streaming)":[[1,"generate-content-asynchronous-streaming"]],"Generate Content (Synchronous Streaming)":[[1,"generate-content-synchronous-streaming"]],"Generate Content with Caches":[[1,"generate-content-with-caches"]],"Generate Images":[[1,"generate-images"]],"Generate Videos (Image to Video)":[[1,"generate-videos-image-to-video"]],"Generate Videos (Text to Video)":[[1,"generate-videos-text-to-video"]],"Generate Videos (Video to Video)":[[1,"generate-videos-video-to-video"]],"Get":[[1,"get"],[1,"id3"]],"Get Tuned Model":[[1,"get-tuned-model"]],"Get Tuning Job":[[1,"get-tuning-job"]],"Google Gen AI SDK":[[1,null]],"How to structure contents argument for generate_content":[[1,"how-to-structure-contents-argument-for-generate-content"]],"Imagen":[[1,"imagen"]],"Imports":[[1,"imports"]],"Installation":[[1,"installation"]],"JSON Response":[[1,"json-response"]],"JSON Response Schema":[[1,"json-response-schema"]],"JSON Schema support":[[1,"json-schema-support"]],"List":[[1,"list"]],"List Base Models":[[1,"list-base-models"]],"List Base Models (Asynchronous)":[[1,"list-base-models-asynchronous"]],"List Batch Jobs (Asynchronous)":[[1,"list-batch-jobs-asynchronous"]],"List Batch Jobs with Pager":[[1,"list-batch-jobs-with-pager"]],"List Batch Jobs with Pager (Asynchronous)":[[1,"list-batch-jobs-with-pager-asynchronous"]],"List Tuned Models":[[1,"list-tuned-models"]],"List Tuned Models (Asynchronous)":[[1,"list-tuned-models-asynchronous"]],"List Tuning Jobs":[[1,"list-tuning-jobs"]],"Local Compute Tokens":[[1,"local-compute-tokens"]],"Local Count Tokens":[[1,"local-count-tokens"]],"Manually declare and invoke a function for function calling":[[1,"manually-declare-and-invoke-a-function-for-function-calling"]],"Mix types in contents":[[1,"mix-types-in-contents"]],"Model Context Protocol (MCP) support (experimental)":[[1,"model-context-protocol-mcp-support-experimental"]],"Models":[[1,"models"]],"Provide a function call part":[[1,"provide-a-function-call-part"]],"Provide a list of function call parts":[[1,"provide-a-list-of-function-call-parts"]],"Provide a list of non function call parts":[[1,"provide-a-list-of-non-function-call-parts"]],"Provide a list of string":[[1,"provide-a-list-of-string"]],"Provide a list[types.Content]":[[1,"provide-a-list-types-content"]],"Provide a non function call part":[[1,"provide-a-non-function-call-part"]],"Provide a string":[[1,"provide-a-string"]],"Provide a types.Content instance":[[1,"provide-a-types-content-instance"]],"Proxy":[[1,"proxy"]],"Pydantic Model Schema support":[[1,"pydantic-model-schema-support"]],"Reference":[[1,"reference"]],"Safety Settings":[[1,"safety-settings"]],"Send Message (Asynchronous Non-Streaming)":[[1,"send-message-asynchronous-non-streaming"]],"Send Message (Asynchronous Streaming)":[[1,"send-message-asynchronous-streaming"]],"Send Message (Synchronous Non-Streaming)":[[1,"send-message-synchronous-non-streaming"]],"Send Message (Synchronous Streaming)":[[1,"send-message-synchronous-streaming"]],"Streaming for image content":[[1,"streaming-for-image-content"]],"Streaming for text content":[[1,"streaming-for-text-content"]],"Submodules":[[0,null]],"System Instructions and Other Configs":[[1,"system-instructions-and-other-configs"]],"Text Response":[[1,"text-response"]],"Tune":[[1,"tune"]],"Tunings":[[1,"tunings"]],"Typed Config":[[1,"typed-config"]],"Types":[[1,"types"]],"Update Tuned Model":[[1,"update-tuned-model"],[1,"id5"]],"Upload":[[1,"upload"]],"Upscale Image":[[1,"upscale-image"]],"Use Tuned Model":[[1,"use-tuned-model"]],"Veo":[[1,"veo"]],"genai.client module":[[0,"module-genai.client"]],"genai.live module":[[0,"module-genai.live"]],"genai.models module":[[0,"module-genai.models"]],"genai.tokens module":[[0,"module-genai.tokens"]],"genai.tunings module":[[0,"module-genai.tunings"]],"genai.types module":[[0,"module-genai.types"]],"google":[[2,null]],"with text content input (image output)":[[1,"with-text-content-input-image-output"]],"with text content input (text output)":[[1,"with-text-content-input-text-output"]],"with uploaded file (Gemini Developer API only)":[[1,"with-uploaded-file-gemini-developer-api-only"]]},"docnames":["genai","index","modules"],"envversion":{"sphinx":65,"sphinx.domains.c":3,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":9,"sphinx.domains.index":1,"sphinx.domains.javascript":3,"sphinx.domains.math":2,"sphinx.domains.python":4,"sphinx.domains.rst":2,"sphinx.domains.std":2},"filenames":["genai.rst","index.rst","modules.rst"],"indexentries":{"a_flat_major_f_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.A_FLAT_MAJOR_F_MINOR",false]],"a_major_g_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.A_MAJOR_G_FLAT_MINOR",false]],"access_token (genai.types.authconfigoauthconfig attribute)":[[0,"genai.types.AuthConfigOauthConfig.access_token",false]],"access_token (genai.types.authconfigoauthconfigdict attribute)":[[0,"genai.types.AuthConfigOauthConfigDict.access_token",false]],"account_creation (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.ACCOUNT_CREATION",false]],"aclose() (genai.client.asyncclient method)":[[0,"genai.client.AsyncClient.aclose",false]],"active (genai.types.filestate attribute)":[[0,"genai.types.FileState.ACTIVE",false]],"active_documents_count (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.active_documents_count",false]],"active_documents_count (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.active_documents_count",false]],"activity_end (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.activity_end",false]],"activity_end (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.activity_end",false]],"activity_end (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.activity_end",false]],"activity_end (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.activity_end",false]],"activity_end (genai.types.voiceactivitytype attribute)":[[0,"genai.types.VoiceActivityType.ACTIVITY_END",false]],"activity_handling (genai.types.realtimeinputconfig attribute)":[[0,"genai.types.RealtimeInputConfig.activity_handling",false]],"activity_handling (genai.types.realtimeinputconfigdict attribute)":[[0,"genai.types.RealtimeInputConfigDict.activity_handling",false]],"activity_handling_unspecified (genai.types.activityhandling attribute)":[[0,"genai.types.ActivityHandling.ACTIVITY_HANDLING_UNSPECIFIED",false]],"activity_start (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.activity_start",false]],"activity_start (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.activity_start",false]],"activity_start (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.activity_start",false]],"activity_start (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.activity_start",false]],"activity_start (genai.types.voiceactivitytype attribute)":[[0,"genai.types.VoiceActivityType.ACTIVITY_START",false]],"activityenddict (class in genai.types)":[[0,"genai.types.ActivityEndDict",false]],"activityhandling (class in genai.types)":[[0,"genai.types.ActivityHandling",false]],"activitystartdict (class in genai.types)":[[0,"genai.types.ActivityStartDict",false]],"adaptation_phrases (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.adaptation_phrases",false]],"adaptation_phrases (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.adaptation_phrases",false]],"adapter_size (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.adapter_size",false]],"adapter_size (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.adapter_size",false]],"adapter_size (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.adapter_size",false]],"adapter_size (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.adapter_size",false]],"adapter_size (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.adapter_size",false]],"adapter_size (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.adapter_size",false]],"adapter_size (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.adapter_size",false]],"adapter_size (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.adapter_size",false]],"adapter_size_eight (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_EIGHT",false]],"adapter_size_four (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_FOUR",false]],"adapter_size_one (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_ONE",false]],"adapter_size_sixteen (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_SIXTEEN",false]],"adapter_size_thirty_two (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_THIRTY_TWO",false]],"adapter_size_two (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_TWO",false]],"adapter_size_unspecified (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_UNSPECIFIED",false]],"adaptersize (class in genai.types)":[[0,"genai.types.AdapterSize",false]],"add_watermark (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.add_watermark",false]],"add_watermark (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.add_watermark",false]],"add_watermark (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.add_watermark",false]],"add_watermark (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.add_watermark",false]],"add_watermark (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.add_watermark",false]],"add_watermark (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.add_watermark",false]],"additional_config (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.additional_config",false]],"additional_config (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.additional_config",false]],"additional_properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.additional_properties",false]],"additional_properties (genai.types.schema attribute)":[[0,"genai.types.Schema.additional_properties",false]],"additional_properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.additional_properties",false]],"agentic (genai.types.mediaprocessing attribute)":[[0,"genai.types.MediaProcessing.AGENTIC",false]],"agents (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.agents",false]],"agents (genai.client.client property)":[[0,"genai.client.Client.agents",false]],"aggregate_summary_fn (genai.types.metric attribute)":[[0,"genai.types.Metric.aggregate_summary_fn",false]],"aggregate_summary_fn (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.aggregate_summary_fn",false]],"aggregation_metric (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.aggregation_metric",false]],"aggregation_metric (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.aggregation_metric",false]],"aggregation_metric_unspecified (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.AGGREGATION_METRIC_UNSPECIFIED",false]],"aggregation_output (genai.types.evaluatedatasetresponse attribute)":[[0,"genai.types.EvaluateDatasetResponse.aggregation_output",false]],"aggregation_output (genai.types.evaluatedatasetresponsedict attribute)":[[0,"genai.types.EvaluateDatasetResponseDict.aggregation_output",false]],"aggregation_results (genai.types.aggregationoutput attribute)":[[0,"genai.types.AggregationOutput.aggregation_results",false]],"aggregation_results (genai.types.aggregationoutputdict attribute)":[[0,"genai.types.AggregationOutputDict.aggregation_results",false]],"aggregationmetric (class in genai.types)":[[0,"genai.types.AggregationMetric",false]],"aggregationoutputdict (class in genai.types)":[[0,"genai.types.AggregationOutputDict",false]],"aggregationresultdict (class in genai.types)":[[0,"genai.types.AggregationResultDict",false]],"aio (genai.client.client property)":[[0,"genai.client.Client.aio",false]],"aiohttp_client (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.aiohttp_client",false]],"allow_adult (genai.types.persongeneration attribute)":[[0,"genai.types.PersonGeneration.ALLOW_ADULT",false]],"allow_all (genai.types.persongeneration attribute)":[[0,"genai.types.PersonGeneration.ALLOW_ALL",false]],"allow_prominent_people (genai.types.prominentpeople attribute)":[[0,"genai.types.ProminentPeople.ALLOW_PROMINENT_PEOPLE",false]],"allowed_function_names (genai.types.functioncallingconfig attribute)":[[0,"genai.types.FunctionCallingConfig.allowed_function_names",false]],"allowed_function_names (genai.types.functioncallingconfigdict attribute)":[[0,"genai.types.FunctionCallingConfigDict.allowed_function_names",false]],"alpha (genai.types.ragretrievalconfighybridsearch attribute)":[[0,"genai.types.RagRetrievalConfigHybridSearch.alpha",false]],"alpha (genai.types.ragretrievalconfighybridsearchdict attribute)":[[0,"genai.types.RagRetrievalConfigHybridSearchDict.alpha",false]],"any (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.ANY",false]],"any_of (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.any_of",false]],"any_of (genai.types.schema attribute)":[[0,"genai.types.Schema.any_of",false]],"any_of (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.any_of",false]],"api_auth (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.api_auth",false]],"api_auth (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.api_auth",false]],"api_key (genai.client.client attribute)":[[0,"genai.client.Client.api_key",false]],"api_key (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.api_key",false]],"api_key (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.api_key",false]],"api_key (genai.types.toolexaaisearch attribute)":[[0,"genai.types.ToolExaAiSearch.api_key",false]],"api_key (genai.types.toolexaaisearchdict attribute)":[[0,"genai.types.ToolExaAiSearchDict.api_key",false]],"api_key (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.api_key",false]],"api_key (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.api_key",false]],"api_key_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.API_KEY_AUTH",false]],"api_key_config (genai.types.apiauth attribute)":[[0,"genai.types.ApiAuth.api_key_config",false]],"api_key_config (genai.types.apiauthdict attribute)":[[0,"genai.types.ApiAuthDict.api_key_config",false]],"api_key_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.api_key_config",false]],"api_key_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.api_key_config",false]],"api_key_secret (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.api_key_secret",false]],"api_key_secret (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.api_key_secret",false]],"api_key_secret_version (genai.types.apiauthapikeyconfig attribute)":[[0,"genai.types.ApiAuthApiKeyConfig.api_key_secret_version",false]],"api_key_secret_version (genai.types.apiauthapikeyconfigdict attribute)":[[0,"genai.types.ApiAuthApiKeyConfigDict.api_key_secret_version",false]],"api_key_string (genai.types.apiauthapikeyconfig attribute)":[[0,"genai.types.ApiAuthApiKeyConfig.api_key_string",false]],"api_key_string (genai.types.apiauthapikeyconfigdict attribute)":[[0,"genai.types.ApiAuthApiKeyConfigDict.api_key_string",false]],"api_key_string (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.api_key_string",false]],"api_key_string (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.api_key_string",false]],"api_spec (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.api_spec",false]],"api_spec (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.api_spec",false]],"api_spec_unspecified (genai.types.apispec attribute)":[[0,"genai.types.ApiSpec.API_SPEC_UNSPECIFIED",false]],"api_version (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.api_version",false]],"api_version (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.api_version",false]],"apiauthapikeyconfigdict (class in genai.types)":[[0,"genai.types.ApiAuthApiKeyConfigDict",false]],"apiauthdict (class in genai.types)":[[0,"genai.types.ApiAuthDict",false]],"apikeyconfigdict (class in genai.types)":[[0,"genai.types.ApiKeyConfigDict",false]],"apispec (class in genai.types)":[[0,"genai.types.ApiSpec",false]],"args (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.args",false]],"args (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.args",false]],"args (genai.types.toolcall attribute)":[[0,"genai.types.ToolCall.args",false]],"args (genai.types.toolcalldict attribute)":[[0,"genai.types.ToolCallDict.args",false]],"array (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.ARRAY",false]],"array (genai.types.type attribute)":[[0,"genai.types.Type.ARRAY",false]],"as_image() (genai.types.blob method)":[[0,"genai.types.Blob.as_image",false]],"as_image() (genai.types.part method)":[[0,"genai.types.Part.as_image",false]],"aspect_ratio (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.aspect_ratio",false]],"aspect_ratio (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.aspect_ratio",false]],"aspect_ratio (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.aspect_ratio",false]],"aspect_ratio (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.aspect_ratio",false]],"aspect_ratio (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.aspect_ratio",false]],"aspect_ratio (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.aspect_ratio",false]],"aspect_ratio (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.aspect_ratio",false]],"aspect_ratio (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.aspect_ratio",false]],"aspect_ratio_eight_by_one (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_EIGHT_BY_ONE",false]],"aspect_ratio_five_by_four (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FIVE_BY_FOUR",false]],"aspect_ratio_four_by_five (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FOUR_BY_FIVE",false]],"aspect_ratio_four_by_one (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FOUR_BY_ONE",false]],"aspect_ratio_four_by_three (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FOUR_BY_THREE",false]],"aspect_ratio_nine_by_sixteen (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_NINE_BY_SIXTEEN",false]],"aspect_ratio_one_by_eight (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_ONE_BY_EIGHT",false]],"aspect_ratio_one_by_four (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_ONE_BY_FOUR",false]],"aspect_ratio_one_by_one (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_ONE_BY_ONE",false]],"aspect_ratio_sixteen_by_nine (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_SIXTEEN_BY_NINE",false]],"aspect_ratio_three_by_four (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_THREE_BY_FOUR",false]],"aspect_ratio_three_by_two (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_THREE_BY_TWO",false]],"aspect_ratio_twenty_one_by_nine (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_TWENTY_ONE_BY_NINE",false]],"aspect_ratio_two_by_three (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_TWO_BY_THREE",false]],"aspect_ratio_unspecified (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_UNSPECIFIED",false]],"aspectratio (class in genai.types)":[[0,"genai.types.AspectRatio",false]],"asset (genai.types.videogenerationreferencetype attribute)":[[0,"genai.types.VideoGenerationReferenceType.ASSET",false]],"async_client_args (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.async_client_args",false]],"async_client_args (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.async_client_args",false]],"asyncclient (class in genai.client)":[[0,"genai.client.AsyncClient",false]],"asyncgemininextgenagents (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents",false]],"asyncgemininextgenenvironments (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments",false]],"asyncgemininextgeninteractions (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions",false]],"asyncgemininextgentriggers (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers",false]],"asyncgemininextgenwebhooks (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks",false]],"asynclive (class in genai.live)":[[0,"genai.live.AsyncLive",false]],"asyncmodels (class in genai.models)":[[0,"genai.models.AsyncModels",false]],"asyncsession (class in genai.live)":[[0,"genai.live.AsyncSession",false]],"asynctokens (class in genai.tokens)":[[0,"genai.tokens.AsyncTokens",false]],"asynctunings (class in genai.tunings)":[[0,"genai.tunings.AsyncTunings",false]],"attempts (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.attempts",false]],"attempts (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.attempts",false]],"audio (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.audio",false]],"audio (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.audio",false]],"audio (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.audio",false]],"audio (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.audio",false]],"audio (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.AUDIO",false]],"audio (genai.types.modality attribute)":[[0,"genai.types.Modality.AUDIO",false]],"audio (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.audio",false]],"audio (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.audio",false]],"audio_bitrate_bps (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.audio_bitrate_bps",false]],"audio_bitrate_bps (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.audio_bitrate_bps",false]],"audio_chunks (genai.types.livemusicservercontent attribute)":[[0,"genai.types.LiveMusicServerContent.audio_chunks",false]],"audio_chunks (genai.types.livemusicservercontentdict attribute)":[[0,"genai.types.LiveMusicServerContentDict.audio_chunks",false]],"audio_duration_seconds (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.audio_duration_seconds",false]],"audio_duration_seconds (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.audio_duration_seconds",false]],"audio_offset (genai.types.voiceactivity attribute)":[[0,"genai.types.VoiceActivity.audio_offset",false]],"audio_offset (genai.types.voiceactivitydict attribute)":[[0,"genai.types.VoiceActivityDict.audio_offset",false]],"audio_stream_end (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.audio_stream_end",false]],"audio_stream_end (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.audio_stream_end",false]],"audio_stream_end (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.audio_stream_end",false]],"audio_stream_end (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.audio_stream_end",false]],"audio_timestamp (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.audio_timestamp",false]],"audio_timestamp (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.audio_timestamp",false]],"audio_timestamp (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.audio_timestamp",false]],"audio_timestamp (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.audio_timestamp",false]],"audio_track_extraction (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.audio_track_extraction",false]],"audio_track_extraction (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.audio_track_extraction",false]],"audio_transcription (genai.types.part attribute)":[[0,"genai.types.Part.audio_transcription",false]],"audio_transcription (genai.types.partdict attribute)":[[0,"genai.types.PartDict.audio_transcription",false]],"audio_transcription_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.audio_transcription_config",false]],"audio_transcription_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.audio_transcription_config",false]],"audio_transcription_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.audio_transcription_config",false]],"audio_transcription_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.audio_transcription_config",false]],"audiochunkdict (class in genai.types)":[[0,"genai.types.AudioChunkDict",false]],"audioresponseformatdict (class in genai.types)":[[0,"genai.types.AudioResponseFormatDict",false]],"audiotranscriptionconfigdict (class in genai.types)":[[0,"genai.types.AudioTranscriptionConfigDict",false]],"audiotranscriptionconfigmode (class in genai.types)":[[0,"genai.types.AudioTranscriptionConfigMode",false]],"auth_config (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.auth_config",false]],"auth_config (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.auth_config",false]],"auth_config (genai.types.googlemaps attribute)":[[0,"genai.types.GoogleMaps.auth_config",false]],"auth_config (genai.types.googlemapsdict attribute)":[[0,"genai.types.GoogleMapsDict.auth_config",false]],"auth_tokens (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.auth_tokens",false]],"auth_tokens (genai.client.client property)":[[0,"genai.client.Client.auth_tokens",false]],"auth_type (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.auth_type",false]],"auth_type (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.auth_type",false]],"auth_type_unspecified (genai.types.authtype attribute)":[[0,"genai.types.AuthType.AUTH_TYPE_UNSPECIFIED",false]],"authconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigDict",false]],"authconfiggoogleserviceaccountconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigGoogleServiceAccountConfigDict",false]],"authconfighttpbasicauthconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigHttpBasicAuthConfigDict",false]],"authconfigoauthconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigOauthConfigDict",false]],"authconfigoidcconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigOidcConfigDict",false]],"author_attribution (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution",false]],"author_attribution (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.author_attribution",false]],"authtokendict (class in genai.types)":[[0,"genai.types.AuthTokenDict",false]],"authtype (class in genai.types)":[[0,"genai.types.AuthType",false]],"auto (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.AUTO",false]],"auto (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.auto",false]],"auto_mode (genai.types.generationconfigroutingconfig attribute)":[[0,"genai.types.GenerationConfigRoutingConfig.auto_mode",false]],"auto_mode (genai.types.generationconfigroutingconfigdict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigDict.auto_mode",false]],"auto_truncate (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.auto_truncate",false]],"auto_truncate (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.auto_truncate",false]],"automatic_activity_detection (genai.types.realtimeinputconfig attribute)":[[0,"genai.types.RealtimeInputConfig.automatic_activity_detection",false]],"automatic_activity_detection (genai.types.realtimeinputconfigdict attribute)":[[0,"genai.types.RealtimeInputConfigDict.automatic_activity_detection",false]],"automatic_function_calling (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.automatic_function_calling",false]],"automatic_function_calling (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.automatic_function_calling",false]],"automatic_function_calling_history (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.automatic_function_calling_history",false]],"automaticactivitydetectiondict (class in genai.types)":[[0,"genai.types.AutomaticActivityDetectionDict",false]],"automaticfunctioncallingconfigdict (class in genai.types)":[[0,"genai.types.AutomaticFunctionCallingConfigDict",false]],"autorater_config (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.autorater_config",false]],"autorater_config (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.autorater_config",false]],"autorater_config (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.autorater_config",false]],"autorater_config (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.autorater_config",false]],"autorater_model (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.autorater_model",false]],"autorater_model (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.autorater_model",false]],"autorater_prompt (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt",false]],"autorater_prompt (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.autorater_prompt",false]],"autorater_response_parse_config (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config",false]],"autorater_response_parse_config (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.autorater_response_parse_config",false]],"autorater_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.autorater_scorer",false]],"autorater_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.autorater_scorer",false]],"autoraterconfigdict (class in genai.types)":[[0,"genai.types.AutoraterConfigDict",false]],"avatar_config (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.avatar_config",false]],"avatar_config (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.avatar_config",false]],"avatar_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.avatar_config",false]],"avatar_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.avatar_config",false]],"avatar_name (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.avatar_name",false]],"avatar_name (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.avatar_name",false]],"avatarconfigdict (class in genai.types)":[[0,"genai.types.AvatarConfigDict",false]],"average (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.AVERAGE",false]],"avg_logprobs (genai.types.candidate attribute)":[[0,"genai.types.Candidate.avg_logprobs",false]],"avg_logprobs (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.avg_logprobs",false]],"b_flat_major_g_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.B_FLAT_MAJOR_G_MINOR",false]],"b_major_a_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.B_MAJOR_A_FLAT_MINOR",false]],"background (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.BACKGROUND",false]],"balanced (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.BALANCED",false]],"base_model (genai.types.createtuningjobparameters attribute)":[[0,"genai.types.CreateTuningJobParameters.base_model",false]],"base_model (genai.types.createtuningjobparametersdict attribute)":[[0,"genai.types.CreateTuningJobParametersDict.base_model",false]],"base_model (genai.types.pretunedmodel attribute)":[[0,"genai.types.PreTunedModel.base_model",false]],"base_model (genai.types.pretunedmodeldict attribute)":[[0,"genai.types.PreTunedModelDict.base_model",false]],"base_model (genai.types.tunedmodelinfo attribute)":[[0,"genai.types.TunedModelInfo.base_model",false]],"base_model (genai.types.tunedmodelinfodict attribute)":[[0,"genai.types.TunedModelInfoDict.base_model",false]],"base_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.base_model",false]],"base_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.base_model",false]],"base_steps (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.base_steps",false]],"base_steps (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.base_steps",false]],"base_steps (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.base_steps",false]],"base_steps (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.base_steps",false]],"base_teacher_model (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.base_teacher_model",false]],"base_teacher_model (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.base_teacher_model",false]],"base_teacher_model (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.base_teacher_model",false]],"base_teacher_model (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.base_teacher_model",false]],"base_teacher_model (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.base_teacher_model",false]],"base_teacher_model (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.base_teacher_model",false]],"base_url (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.base_url",false]],"base_url (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.base_url",false]],"base_url_resource_scope (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.base_url_resource_scope",false]],"base_url_resource_scope (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.base_url_resource_scope",false]],"baseline (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.BASELINE",false]],"baseline_response_field_name (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.baseline_response_field_name",false]],"baseline_response_field_name (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.baseline_response_field_name",false]],"batch_jobs (genai.types.listbatchjobsresponse attribute)":[[0,"genai.types.ListBatchJobsResponse.batch_jobs",false]],"batch_jobs (genai.types.listbatchjobsresponsedict attribute)":[[0,"genai.types.ListBatchJobsResponseDict.batch_jobs",false]],"batch_size (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.batch_size",false]],"batch_size (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.batch_size",false]],"batch_size (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.batch_size",false]],"batch_size (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.batch_size",false]],"batch_size (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.batch_size",false]],"batch_size (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.batch_size",false]],"batch_size (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.batch_size",false]],"batch_size (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.batch_size",false]],"batches (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.batches",false]],"batches (genai.client.client property)":[[0,"genai.client.Client.batches",false]],"batchjobdestinationdict (class in genai.types)":[[0,"genai.types.BatchJobDestinationDict",false]],"batchjobdict (class in genai.types)":[[0,"genai.types.BatchJobDict",false]],"batchjoboutputinfodict (class in genai.types)":[[0,"genai.types.BatchJobOutputInfoDict",false]],"batchjobsourcedict (class in genai.types)":[[0,"genai.types.BatchJobSourceDict",false]],"behavior (class in genai.types)":[[0,"genai.types.Behavior",false]],"behavior (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.behavior",false]],"behavior (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.behavior",false]],"beta (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.beta",false]],"beta (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.beta",false]],"beta (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.beta",false]],"beta (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.beta",false]],"bigquery_destination (genai.types.vertexmultimodaldatasetdestination attribute)":[[0,"genai.types.VertexMultimodalDatasetDestination.bigquery_destination",false]],"bigquery_destination (genai.types.vertexmultimodaldatasetdestinationdict attribute)":[[0,"genai.types.VertexMultimodalDatasetDestinationDict.bigquery_destination",false]],"bigquery_output_table (genai.types.batchjoboutputinfo attribute)":[[0,"genai.types.BatchJobOutputInfo.bigquery_output_table",false]],"bigquery_output_table (genai.types.batchjoboutputinfodict attribute)":[[0,"genai.types.BatchJobOutputInfoDict.bigquery_output_table",false]],"bigquery_source (genai.types.evaluationdataset attribute)":[[0,"genai.types.EvaluationDataset.bigquery_source",false]],"bigquery_source (genai.types.evaluationdatasetdict attribute)":[[0,"genai.types.EvaluationDatasetDict.bigquery_source",false]],"bigquery_uri (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.bigquery_uri",false]],"bigquery_uri (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.bigquery_uri",false]],"bigquery_uri (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.bigquery_uri",false]],"bigquery_uri (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.bigquery_uri",false]],"bigquerysourcedict (class in genai.types)":[[0,"genai.types.BigQuerySourceDict",false]],"billable_character_count (genai.types.embedcontentmetadata attribute)":[[0,"genai.types.EmbedContentMetadata.billable_character_count",false]],"billable_character_count (genai.types.embedcontentmetadatadict attribute)":[[0,"genai.types.EmbedContentMetadataDict.billable_character_count",false]],"billable_sum (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.billable_sum",false]],"billable_sum (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.billable_sum",false]],"binary_color_threshold (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.binary_color_threshold",false]],"binary_color_threshold (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.binary_color_threshold",false]],"bit_rate (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.bit_rate",false]],"bit_rate (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.bit_rate",false]],"bleu (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.BLEU",false]],"bleu_metric_value (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.bleu_metric_value",false]],"bleu_metric_value (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.bleu_metric_value",false]],"bleu_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.bleu_spec",false]],"bleu_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.bleu_spec",false]],"bleumetricvaluedict (class in genai.types)":[[0,"genai.types.BleuMetricValueDict",false]],"bleuspecdict (class in genai.types)":[[0,"genai.types.BleuSpecDict",false]],"blobdict (class in genai.types)":[[0,"genai.types.BlobDict",false]],"block_high_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_HIGH_AND_ABOVE",false]],"block_higher_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_HIGHER_AND_ABOVE",false]],"block_low_and_above (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_LOW_AND_ABOVE",false]],"block_low_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_LOW_AND_ABOVE",false]],"block_low_and_above (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_LOW_AND_ABOVE",false]],"block_medium_and_above (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE",false]],"block_medium_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_MEDIUM_AND_ABOVE",false]],"block_medium_and_above (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_MEDIUM_AND_ABOVE",false]],"block_none (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_NONE",false]],"block_none (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_NONE",false]],"block_only_extremely_high (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_ONLY_EXTREMELY_HIGH",false]],"block_only_high (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH",false]],"block_only_high (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_ONLY_HIGH",false]],"block_prominent_people (genai.types.prominentpeople attribute)":[[0,"genai.types.ProminentPeople.BLOCK_PROMINENT_PEOPLE",false]],"block_reason (genai.types.generatecontentresponsepromptfeedback attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedback.block_reason",false]],"block_reason (genai.types.generatecontentresponsepromptfeedbackdict attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict.block_reason",false]],"block_reason_message (genai.types.generatecontentresponsepromptfeedback attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedback.block_reason_message",false]],"block_reason_message (genai.types.generatecontentresponsepromptfeedbackdict attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict.block_reason_message",false]],"block_very_high_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_VERY_HIGH_AND_ABOVE",false]],"blocked (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.blocked",false]],"blocked (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.blocked",false]],"blocked_reason_unspecified (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.BLOCKED_REASON_UNSPECIFIED",false]],"blockedreason (class in genai.types)":[[0,"genai.types.BlockedReason",false]],"blocking (genai.types.behavior attribute)":[[0,"genai.types.Behavior.BLOCKING",false]],"blocking_confidence (genai.types.enterprisewebsearch attribute)":[[0,"genai.types.EnterpriseWebSearch.blocking_confidence",false]],"blocking_confidence (genai.types.enterprisewebsearchdict attribute)":[[0,"genai.types.EnterpriseWebSearchDict.blocking_confidence",false]],"blocking_confidence (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.blocking_confidence",false]],"blocking_confidence (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.blocking_confidence",false]],"blocklist (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.BLOCKLIST",false]],"blocklist (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.BLOCKLIST",false]],"blocklist (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.BLOCKLIST",false]],"body (genai.types.httpresponse attribute)":[[0,"genai.types.HttpResponse.body",false]],"body (genai.types.httpresponsedict attribute)":[[0,"genai.types.HttpResponseDict.body",false]],"body_segments (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.body_segments",false]],"body_segments (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.body_segments",false]],"body_segments (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.body_segments",false]],"body_segments (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.body_segments",false]],"bool_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.bool_value",false]],"bool_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.bool_value",false]],"boolean (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.BOOLEAN",false]],"boolean (genai.types.type attribute)":[[0,"genai.types.Type.BOOLEAN",false]],"bpm (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.bpm",false]],"bpm (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.bpm",false]],"brightness (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.brightness",false]],"brightness (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.brightness",false]],"buckets (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.buckets",false]],"buckets (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.buckets",false]],"buckets (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.buckets",false]],"buckets (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.buckets",false]],"c_major_a_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.C_MAJOR_A_MINOR",false]],"cache_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details",false]],"cache_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.cache_tokens_details",false]],"cache_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.cache_tokens_details",false]],"cache_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.cache_tokens_details",false]],"cached_content (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.cached_content",false]],"cached_content (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.cached_content",false]],"cached_content_token_count (genai.types.counttokensresponse attribute)":[[0,"genai.types.CountTokensResponse.cached_content_token_count",false]],"cached_content_token_count (genai.types.counttokensresponsedict attribute)":[[0,"genai.types.CountTokensResponseDict.cached_content_token_count",false]],"cached_content_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count",false]],"cached_content_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.cached_content_token_count",false]],"cached_content_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.cached_content_token_count",false]],"cached_content_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.cached_content_token_count",false]],"cached_contents (genai.types.listcachedcontentsresponse attribute)":[[0,"genai.types.ListCachedContentsResponse.cached_contents",false]],"cached_contents (genai.types.listcachedcontentsresponsedict attribute)":[[0,"genai.types.ListCachedContentsResponseDict.cached_contents",false]],"cachedcontentdict (class in genai.types)":[[0,"genai.types.CachedContentDict",false]],"cachedcontentusagemetadatadict (class in genai.types)":[[0,"genai.types.CachedContentUsageMetadataDict",false]],"caches (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.caches",false]],"caches (genai.client.client property)":[[0,"genai.client.Client.caches",false]],"cancel() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.cancel",false]],"cancel() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.cancel",false]],"cancel() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.cancel",false]],"cancel() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.cancel",false]],"cancelbatchjobconfigdict (class in genai.types)":[[0,"genai.types.CancelBatchJobConfigDict",false]],"canceltuningjobconfigdict (class in genai.types)":[[0,"genai.types.CancelTuningJobConfigDict",false]],"canceltuningjobresponsedict (class in genai.types)":[[0,"genai.types.CancelTuningJobResponseDict",false]],"candidate (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.CANDIDATE",false]],"candidate_count (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.candidate_count",false]],"candidate_count (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.candidate_count",false]],"candidate_count (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.candidate_count",false]],"candidate_count (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.candidate_count",false]],"candidate_response_field_name (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.candidate_response_field_name",false]],"candidate_response_field_name (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.candidate_response_field_name",false]],"candidatedict (class in genai.types)":[[0,"genai.types.CandidateDict",false]],"candidates (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.candidates",false]],"candidates (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.candidates",false]],"candidates (genai.types.logprobsresulttopcandidates attribute)":[[0,"genai.types.LogprobsResultTopCandidates.candidates",false]],"candidates (genai.types.logprobsresulttopcandidatesdict attribute)":[[0,"genai.types.LogprobsResultTopCandidatesDict.candidates",false]],"candidates_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.candidates_token_count",false]],"candidates_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.candidates_token_count",false]],"candidates_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details",false]],"candidates_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.candidates_tokens_details",false]],"categories (genai.types.safetyattributes attribute)":[[0,"genai.types.SafetyAttributes.categories",false]],"categories (genai.types.safetyattributesdict attribute)":[[0,"genai.types.SafetyAttributesDict.categories",false]],"category (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.category",false]],"category (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.category",false]],"category (genai.types.safetysetting attribute)":[[0,"genai.types.SafetySetting.category",false]],"category (genai.types.safetysettingdict attribute)":[[0,"genai.types.SafetySettingDict.category",false]],"chats (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.chats",false]],"chats (genai.client.client property)":[[0,"genai.client.Client.chats",false]],"checkpoint_id (genai.types.checkpoint attribute)":[[0,"genai.types.Checkpoint.checkpoint_id",false]],"checkpoint_id (genai.types.checkpointdict attribute)":[[0,"genai.types.CheckpointDict.checkpoint_id",false]],"checkpoint_id (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.checkpoint_id",false]],"checkpoint_id (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.checkpoint_id",false]],"checkpoint_id (genai.types.pretunedmodel attribute)":[[0,"genai.types.PreTunedModel.checkpoint_id",false]],"checkpoint_id (genai.types.pretunedmodeldict attribute)":[[0,"genai.types.PreTunedModelDict.checkpoint_id",false]],"checkpoint_id (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.checkpoint_id",false]],"checkpoint_id (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.checkpoint_id",false]],"checkpoint_interval (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.checkpoint_interval",false]],"checkpoint_interval (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.checkpoint_interval",false]],"checkpoint_interval (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.checkpoint_interval",false]],"checkpoint_interval (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.checkpoint_interval",false]],"checkpointdict (class in genai.types)":[[0,"genai.types.CheckpointDict",false]],"checkpoints (genai.types.model attribute)":[[0,"genai.types.Model.checkpoints",false]],"checkpoints (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.checkpoints",false]],"checkpoints (genai.types.tunedmodel attribute)":[[0,"genai.types.TunedModel.checkpoints",false]],"checkpoints (genai.types.tunedmodeldict attribute)":[[0,"genai.types.TunedModelDict.checkpoints",false]],"chosen_candidates (genai.types.logprobsresult attribute)":[[0,"genai.types.LogprobsResult.chosen_candidates",false]],"chosen_candidates (genai.types.logprobsresultdict attribute)":[[0,"genai.types.LogprobsResultDict.chosen_candidates",false]],"chunk_id (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.chunk_id",false]],"chunk_id (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.chunk_id",false]],"chunking_config (genai.types.importfileconfig attribute)":[[0,"genai.types.ImportFileConfig.chunking_config",false]],"chunking_config (genai.types.importfileconfigdict attribute)":[[0,"genai.types.ImportFileConfigDict.chunking_config",false]],"chunking_config (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.chunking_config",false]],"chunking_config (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.chunking_config",false]],"chunkingconfigdict (class in genai.types)":[[0,"genai.types.ChunkingConfigDict",false]],"citation_metadata (genai.types.candidate attribute)":[[0,"genai.types.Candidate.citation_metadata",false]],"citation_metadata (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.citation_metadata",false]],"citationdict (class in genai.types)":[[0,"genai.types.CitationDict",false]],"citationmetadatadict (class in genai.types)":[[0,"genai.types.CitationMetadataDict",false]],"citations (genai.types.citationmetadata attribute)":[[0,"genai.types.CitationMetadata.citations",false]],"citations (genai.types.citationmetadatadict attribute)":[[0,"genai.types.CitationMetadataDict.citations",false]],"client (class in genai.client)":[[0,"genai.client.Client",false]],"client_args (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.client_args",false]],"client_args (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.client_args",false]],"client_content (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.client_content",false]],"client_content (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.client_content",false]],"client_content (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.client_content",false]],"client_content (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.client_content",false]],"client_content (genai.types.livemusicsourcemetadata attribute)":[[0,"genai.types.LiveMusicSourceMetadata.client_content",false]],"client_content (genai.types.livemusicsourcemetadatadict attribute)":[[0,"genai.types.LiveMusicSourceMetadataDict.client_content",false]],"client_mode (genai.client.debugconfig attribute)":[[0,"genai.client.DebugConfig.client_mode",false]],"close() (genai.client.client method)":[[0,"genai.client.Client.close",false]],"close() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.close",false]],"cloud_run_reward_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.cloud_run_reward_scorer",false]],"cloud_run_reward_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.cloud_run_reward_scorer",false]],"cloud_run_uri (genai.types.reinforcementtuningcloudrunrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri",false]],"cloud_run_uri (genai.types.reinforcementtuningcloudrunrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningCloudRunRewardScorerDict.cloud_run_uri",false]],"code (genai.types.executablecode attribute)":[[0,"genai.types.ExecutableCode.code",false]],"code (genai.types.executablecodedict attribute)":[[0,"genai.types.ExecutableCodeDict.code",false]],"code (genai.types.filestatus attribute)":[[0,"genai.types.FileStatus.code",false]],"code (genai.types.filestatusdict attribute)":[[0,"genai.types.FileStatusDict.code",false]],"code (genai.types.googlerpcstatus attribute)":[[0,"genai.types.GoogleRpcStatus.code",false]],"code (genai.types.googlerpcstatusdict attribute)":[[0,"genai.types.GoogleRpcStatusDict.code",false]],"code (genai.types.joberror attribute)":[[0,"genai.types.JobError.code",false]],"code (genai.types.joberrordict attribute)":[[0,"genai.types.JobErrorDict.code",false]],"code_execution (genai.types.tool attribute)":[[0,"genai.types.Tool.code_execution",false]],"code_execution (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.code_execution",false]],"code_execution_result (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.code_execution_result",false]],"code_execution_result (genai.types.part attribute)":[[0,"genai.types.Part.code_execution_result",false]],"code_execution_result (genai.types.partdict attribute)":[[0,"genai.types.PartDict.code_execution_result",false]],"code_execution_reward_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.code_execution_reward_scorer",false]],"code_execution_reward_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.code_execution_reward_scorer",false]],"codeexecutionresultdict (class in genai.types)":[[0,"genai.types.CodeExecutionResultDict",false]],"collection (genai.types.resourcescope attribute)":[[0,"genai.types.ResourceScope.COLLECTION",false]],"comment (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.comment",false]],"comment (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.comment",false]],"communication_tool (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.COMMUNICATION_TOOL",false]],"completed_epoch_count (genai.types.tuningjobmetadata attribute)":[[0,"genai.types.TuningJobMetadata.completed_epoch_count",false]],"completed_epoch_count (genai.types.tuningjobmetadatadict attribute)":[[0,"genai.types.TuningJobMetadataDict.completed_epoch_count",false]],"completed_step_count (genai.types.tuningjobmetadata attribute)":[[0,"genai.types.TuningJobMetadata.completed_step_count",false]],"completed_step_count (genai.types.tuningjobmetadatadict attribute)":[[0,"genai.types.TuningJobMetadataDict.completed_step_count",false]],"completion (genai.types.geminipreferenceexamplecompletion attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletion.completion",false]],"completion (genai.types.geminipreferenceexamplecompletiondict attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletionDict.completion",false]],"completion_stats (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.completion_stats",false]],"completion_stats (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.completion_stats",false]],"completions (genai.types.geminipreferenceexample attribute)":[[0,"genai.types.GeminiPreferenceExample.completions",false]],"completions (genai.types.geminipreferenceexampledict attribute)":[[0,"genai.types.GeminiPreferenceExampleDict.completions",false]],"completionstatsdict (class in genai.types)":[[0,"genai.types.CompletionStatsDict",false]],"composite_reward_config (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.composite_reward_config",false]],"composite_reward_config (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.composite_reward_config",false]],"composite_reward_config (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.composite_reward_config",false]],"composite_reward_config (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.composite_reward_config",false]],"compositereinforcementtuningrewardconfigdict (class in genai.types)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigDict",false]],"compositereinforcementtuningrewardconfigweightedrewardconfigdict (class in genai.types)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict",false]],"compression_quality (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.compression_quality",false]],"compression_quality (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.compression_quality",false]],"compression_quality (genai.types.imageconfigimageoutputoptions attribute)":[[0,"genai.types.ImageConfigImageOutputOptions.compression_quality",false]],"compression_quality (genai.types.imageconfigimageoutputoptionsdict attribute)":[[0,"genai.types.ImageConfigImageOutputOptionsDict.compression_quality",false]],"computation_based_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.computation_based_metric_spec",false]],"computation_based_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.computation_based_metric_spec",false]],"computation_based_metric_type_unspecified (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED",false]],"computationbasedmetricspecdict (class in genai.types)":[[0,"genai.types.ComputationBasedMetricSpecDict",false]],"computationbasedmetrictype (class in genai.types)":[[0,"genai.types.ComputationBasedMetricType",false]],"compute_tokens() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.compute_tokens",false]],"compute_tokens() (genai.models.models method)":[[0,"genai.models.Models.compute_tokens",false]],"computer_use (genai.types.tool attribute)":[[0,"genai.types.Tool.computer_use",false]],"computer_use (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.computer_use",false]],"computerusedict (class in genai.types)":[[0,"genai.types.ComputerUseDict",false]],"computetokensconfigdict (class in genai.types)":[[0,"genai.types.ComputeTokensConfigDict",false]],"computetokensresponsedict (class in genai.types)":[[0,"genai.types.ComputeTokensResponseDict",false]],"computetokensresultdict (class in genai.types)":[[0,"genai.types.ComputeTokensResultDict",false]],"confidence_scores (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.confidence_scores",false]],"confidence_scores (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.confidence_scores",false]],"confidence_threshold (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.confidence_threshold",false]],"confidence_threshold (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.confidence_threshold",false]],"config (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.config",false]],"config (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.config",false]],"config (genai.types.createauthtokenparameters attribute)":[[0,"genai.types.CreateAuthTokenParameters.config",false]],"config (genai.types.createauthtokenparametersdict attribute)":[[0,"genai.types.CreateAuthTokenParametersDict.config",false]],"config (genai.types.createtuningjobparameters attribute)":[[0,"genai.types.CreateTuningJobParameters.config",false]],"config (genai.types.createtuningjobparametersdict attribute)":[[0,"genai.types.CreateTuningJobParametersDict.config",false]],"config (genai.types.embedcontentbatch attribute)":[[0,"genai.types.EmbedContentBatch.config",false]],"config (genai.types.embedcontentbatchdict attribute)":[[0,"genai.types.EmbedContentBatchDict.config",false]],"config (genai.types.embedcontentparameters attribute)":[[0,"genai.types.EmbedContentParameters.config",false]],"config (genai.types.embedcontentparametersdict attribute)":[[0,"genai.types.EmbedContentParametersDict.config",false]],"config (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.config",false]],"config (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.config",false]],"config (genai.types.liveconnectconstraints attribute)":[[0,"genai.types.LiveConnectConstraints.config",false]],"config (genai.types.liveconnectconstraintsdict attribute)":[[0,"genai.types.LiveConnectConstraintsDict.config",false]],"config (genai.types.liveconnectparameters attribute)":[[0,"genai.types.LiveConnectParameters.config",false]],"config (genai.types.liveconnectparametersdict attribute)":[[0,"genai.types.LiveConnectParametersDict.config",false]],"config (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.config",false]],"config (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.config",false]],"config (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.config",false]],"config (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.config",false]],"config (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.config",false]],"config (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.config",false]],"config (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.config",false]],"config (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.config",false]],"connect() (genai.live.asynclive method)":[[0,"genai.live.AsyncLive.connect",false]],"consent_audio (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.consent_audio",false]],"consent_audio (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.consent_audio",false]],"content (genai.types.candidate attribute)":[[0,"genai.types.Candidate.content",false]],"content (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.content",false]],"content_type (genai.types.safetyattributes attribute)":[[0,"genai.types.SafetyAttributes.content_type",false]],"content_type (genai.types.safetyattributesdict attribute)":[[0,"genai.types.SafetyAttributesDict.content_type",false]],"contentdict (class in genai.types)":[[0,"genai.types.ContentDict",false]],"contentembeddingdict (class in genai.types)":[[0,"genai.types.ContentEmbeddingDict",false]],"contentembeddingstatisticsdict (class in genai.types)":[[0,"genai.types.ContentEmbeddingStatisticsDict",false]],"contentreferenceimagedict (class in genai.types)":[[0,"genai.types.ContentReferenceImageDict",false]],"contents (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.contents",false]],"contents (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.contents",false]],"contents (genai.types.embedcontentbatch attribute)":[[0,"genai.types.EmbedContentBatch.contents",false]],"contents (genai.types.embedcontentbatchdict attribute)":[[0,"genai.types.EmbedContentBatchDict.contents",false]],"contents (genai.types.embedcontentparameters attribute)":[[0,"genai.types.EmbedContentParameters.contents",false]],"contents (genai.types.embedcontentparametersdict attribute)":[[0,"genai.types.EmbedContentParametersDict.contents",false]],"contents (genai.types.geminipreferenceexample attribute)":[[0,"genai.types.GeminiPreferenceExample.contents",false]],"contents (genai.types.geminipreferenceexampledict attribute)":[[0,"genai.types.GeminiPreferenceExampleDict.contents",false]],"contents (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.contents",false]],"contents (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.contents",false]],"contents (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.contents",false]],"contents (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.contents",false]],"contents_per_example_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.contents_per_example_distribution",false]],"contents_per_example_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.contents_per_example_distribution",false]],"context_window_compression (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.context_window_compression",false]],"context_window_compression (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.context_window_compression",false]],"context_window_compression (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.context_window_compression",false]],"context_window_compression (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.context_window_compression",false]],"contextwindowcompressionconfigdict (class in genai.types)":[[0,"genai.types.ContextWindowCompressionConfigDict",false]],"control_image_config (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.control_image_config",false]],"control_type (genai.types.controlreferenceconfig attribute)":[[0,"genai.types.ControlReferenceConfig.control_type",false]],"control_type (genai.types.controlreferenceconfigdict attribute)":[[0,"genai.types.ControlReferenceConfigDict.control_type",false]],"control_type_canny (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_CANNY",false]],"control_type_default (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_DEFAULT",false]],"control_type_face_mesh (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_FACE_MESH",false]],"control_type_scribble (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_SCRIBBLE",false]],"controlreferenceconfigdict (class in genai.types)":[[0,"genai.types.ControlReferenceConfigDict",false]],"controlreferenceimagedict (class in genai.types)":[[0,"genai.types.ControlReferenceImageDict",false]],"controlreferencetype (class in genai.types)":[[0,"genai.types.ControlReferenceType",false]],"correct_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward",false]],"correct_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.correct_answer_reward",false]],"correct_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward",false]],"correct_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.correct_answer_reward",false]],"count (genai.types.datasetdistributiondistributionbucket attribute)":[[0,"genai.types.DatasetDistributionDistributionBucket.count",false]],"count (genai.types.datasetdistributiondistributionbucketdict attribute)":[[0,"genai.types.DatasetDistributionDistributionBucketDict.count",false]],"count (genai.types.supervisedtuningdatasetdistributiondatasetbucket attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucket.count",false]],"count (genai.types.supervisedtuningdatasetdistributiondatasetbucketdict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict.count",false]],"count_tokens() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.count_tokens",false]],"count_tokens() (genai.models.models method)":[[0,"genai.models.Models.count_tokens",false]],"counttokensconfigdict (class in genai.types)":[[0,"genai.types.CountTokensConfigDict",false]],"counttokensresponsedict (class in genai.types)":[[0,"genai.types.CountTokensResponseDict",false]],"counttokensresultdict (class in genai.types)":[[0,"genai.types.CountTokensResultDict",false]],"create() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.create",false]],"create() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.create",false]],"create() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.create",false]],"create() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.create",false]],"create() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.create",false]],"create() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.create",false]],"create() (genai.tokens.asynctokens method)":[[0,"genai.tokens.AsyncTokens.create",false]],"create() (genai.tokens.tokens method)":[[0,"genai.tokens.Tokens.create",false]],"create_environment() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.create_environment",false]],"create_environment() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.create_environment",false]],"create_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.create_time",false]],"create_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.create_time",false]],"create_time (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.create_time",false]],"create_time (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.create_time",false]],"create_time (genai.types.document attribute)":[[0,"genai.types.Document.create_time",false]],"create_time (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.create_time",false]],"create_time (genai.types.file attribute)":[[0,"genai.types.File.create_time",false]],"create_time (genai.types.filedict attribute)":[[0,"genai.types.FileDict.create_time",false]],"create_time (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.create_time",false]],"create_time (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.create_time",false]],"create_time (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.create_time",false]],"create_time (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.create_time",false]],"create_time (genai.types.tunedmodelinfo attribute)":[[0,"genai.types.TunedModelInfo.create_time",false]],"create_time (genai.types.tunedmodelinfodict attribute)":[[0,"genai.types.TunedModelInfoDict.create_time",false]],"create_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.create_time",false]],"create_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.create_time",false]],"createauthtokenconfigdict (class in genai.types)":[[0,"genai.types.CreateAuthTokenConfigDict",false]],"createauthtokenparametersdict (class in genai.types)":[[0,"genai.types.CreateAuthTokenParametersDict",false]],"createbatchjobconfigdict (class in genai.types)":[[0,"genai.types.CreateBatchJobConfigDict",false]],"createcachedcontentconfigdict (class in genai.types)":[[0,"genai.types.CreateCachedContentConfigDict",false]],"createembeddingsbatchjobconfigdict (class in genai.types)":[[0,"genai.types.CreateEmbeddingsBatchJobConfigDict",false]],"createfileconfigdict (class in genai.types)":[[0,"genai.types.CreateFileConfigDict",false]],"createfileresponsedict (class in genai.types)":[[0,"genai.types.CreateFileResponseDict",false]],"createfilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.CreateFileSearchStoreConfigDict",false]],"createtuningjobconfigdict (class in genai.types)":[[0,"genai.types.CreateTuningJobConfigDict",false]],"createtuningjobparametersdict (class in genai.types)":[[0,"genai.types.CreateTuningJobParametersDict",false]],"credential_secret (genai.types.authconfighttpbasicauthconfig attribute)":[[0,"genai.types.AuthConfigHttpBasicAuthConfig.credential_secret",false]],"credential_secret (genai.types.authconfighttpbasicauthconfigdict attribute)":[[0,"genai.types.AuthConfigHttpBasicAuthConfigDict.credential_secret",false]],"credentials (genai.client.client attribute)":[[0,"genai.client.Client.credentials",false]],"crop (genai.types.imageresizemode attribute)":[[0,"genai.types.ImageResizeMode.CROP",false]],"custom_base_model (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.custom_base_model",false]],"custom_base_model (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.custom_base_model",false]],"custom_base_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.custom_base_model",false]],"custom_base_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.custom_base_model",false]],"custom_code_execution_result (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.custom_code_execution_result",false]],"custom_code_execution_result (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.custom_code_execution_result",false]],"custom_code_execution_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.custom_code_execution_spec",false]],"custom_code_execution_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.custom_code_execution_spec",false]],"custom_code_parser_config (genai.types.evaluationparserconfig attribute)":[[0,"genai.types.EvaluationParserConfig.custom_code_parser_config",false]],"custom_code_parser_config (genai.types.evaluationparserconfigdict attribute)":[[0,"genai.types.EvaluationParserConfigDict.custom_code_parser_config",false]],"custom_configs (genai.types.toolexaaisearch attribute)":[[0,"genai.types.ToolExaAiSearch.custom_configs",false]],"custom_configs (genai.types.toolexaaisearchdict attribute)":[[0,"genai.types.ToolExaAiSearchDict.custom_configs",false]],"custom_configs (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.custom_configs",false]],"custom_configs (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.custom_configs",false]],"custom_function (genai.types.metric attribute)":[[0,"genai.types.Metric.custom_function",false]],"custom_function (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.custom_function",false]],"custom_metadata (genai.types.document attribute)":[[0,"genai.types.Document.custom_metadata",false]],"custom_metadata (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.custom_metadata",false]],"custom_metadata (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.custom_metadata",false]],"custom_metadata (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.custom_metadata",false]],"custom_metadata (genai.types.importfileconfig attribute)":[[0,"genai.types.ImportFileConfig.custom_metadata",false]],"custom_metadata (genai.types.importfileconfigdict attribute)":[[0,"genai.types.ImportFileConfigDict.custom_metadata",false]],"custom_metadata (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.custom_metadata",false]],"custom_metadata (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.custom_metadata",false]],"custom_output (genai.types.pairwisemetricresult attribute)":[[0,"genai.types.PairwiseMetricResult.custom_output",false]],"custom_output (genai.types.pairwisemetricresultdict attribute)":[[0,"genai.types.PairwiseMetricResultDict.custom_output",false]],"custom_output (genai.types.pointwisemetricresult attribute)":[[0,"genai.types.PointwiseMetricResult.custom_output",false]],"custom_output (genai.types.pointwisemetricresultdict attribute)":[[0,"genai.types.PointwiseMetricResultDict.custom_output",false]],"custom_output_format_config (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.custom_output_format_config",false]],"custom_output_format_config (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.custom_output_format_config",false]],"custom_output_format_config (genai.types.pointwisemetricspec attribute)":[[0,"genai.types.PointwiseMetricSpec.custom_output_format_config",false]],"custom_output_format_config (genai.types.pointwisemetricspecdict attribute)":[[0,"genai.types.PointwiseMetricSpecDict.custom_output_format_config",false]],"custom_vocabulary (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.custom_vocabulary",false]],"custom_vocabulary (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.custom_vocabulary",false]],"customcodeexecutionresultdict (class in genai.types)":[[0,"genai.types.CustomCodeExecutionResultDict",false]],"customcodeexecutionspecdict (class in genai.types)":[[0,"genai.types.CustomCodeExecutionSpecDict",false]],"customized_avatar (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.customized_avatar",false]],"customized_avatar (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.customized_avatar",false]],"customizedavatardict (class in genai.types)":[[0,"genai.types.CustomizedAvatarDict",false]],"custommetadatadict (class in genai.types)":[[0,"genai.types.CustomMetadataDict",false]],"customoutputdict (class in genai.types)":[[0,"genai.types.CustomOutputDict",false]],"customoutputformatconfigdict (class in genai.types)":[[0,"genai.types.CustomOutputFormatConfigDict",false]],"d_flat_major_b_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.D_FLAT_MAJOR_B_FLAT_MINOR",false]],"d_major_b_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.D_MAJOR_B_MINOR",false]],"data (genai.types.audiochunk attribute)":[[0,"genai.types.AudioChunk.data",false]],"data (genai.types.audiochunkdict attribute)":[[0,"genai.types.AudioChunkDict.data",false]],"data (genai.types.blob attribute)":[[0,"genai.types.Blob.data",false]],"data (genai.types.blobdict attribute)":[[0,"genai.types.BlobDict.data",false]],"data (genai.types.functionresponseblob attribute)":[[0,"genai.types.FunctionResponseBlob.data",false]],"data (genai.types.functionresponseblobdict attribute)":[[0,"genai.types.FunctionResponseBlobDict.data",false]],"data (genai.types.liveservermessage property)":[[0,"genai.types.LiveServerMessage.data",false]],"data_modification (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.DATA_MODIFICATION",false]],"data_store (genai.types.vertexaisearchdatastorespec attribute)":[[0,"genai.types.VertexAISearchDataStoreSpec.data_store",false]],"data_store (genai.types.vertexaisearchdatastorespecdict attribute)":[[0,"genai.types.VertexAISearchDataStoreSpecDict.data_store",false]],"data_store_specs (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.data_store_specs",false]],"data_store_specs (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.data_store_specs",false]],"dataset (genai.types.aggregationoutput attribute)":[[0,"genai.types.AggregationOutput.dataset",false]],"dataset (genai.types.aggregationoutputdict attribute)":[[0,"genai.types.AggregationOutputDict.dataset",false]],"datasetdistributiondict (class in genai.types)":[[0,"genai.types.DatasetDistributionDict",false]],"datasetdistributiondistributionbucketdict (class in genai.types)":[[0,"genai.types.DatasetDistributionDistributionBucketDict",false]],"datasetstatsdict (class in genai.types)":[[0,"genai.types.DatasetStatsDict",false]],"datastore (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.datastore",false]],"datastore (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.datastore",false]],"day (genai.types.googletypedate attribute)":[[0,"genai.types.GoogleTypeDate.day",false]],"day (genai.types.googletypedatedict attribute)":[[0,"genai.types.GoogleTypeDateDict.day",false]],"debug_config (genai.client.client attribute)":[[0,"genai.client.Client.debug_config",false]],"default (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.default",false]],"default (genai.types.schema attribute)":[[0,"genai.types.Schema.default",false]],"default (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.default",false]],"default_checkpoint_id (genai.types.model attribute)":[[0,"genai.types.Model.default_checkpoint_id",false]],"default_checkpoint_id (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.default_checkpoint_id",false]],"default_checkpoint_id (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.default_checkpoint_id",false]],"default_checkpoint_id (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.default_checkpoint_id",false]],"defs (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.defs",false]],"defs (genai.types.schema attribute)":[[0,"genai.types.Schema.defs",false]],"defs (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.defs",false]],"delete() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.delete",false]],"delete() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.delete",false]],"delete() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.delete",false]],"delete() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.delete",false]],"delete() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.delete",false]],"delete() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.delete",false]],"delete() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.delete",false]],"delete() (genai.models.models method)":[[0,"genai.models.Models.delete",false]],"delete_environment() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.delete_environment",false]],"delete_environment() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.delete_environment",false]],"deletebatchjobconfigdict (class in genai.types)":[[0,"genai.types.DeleteBatchJobConfigDict",false]],"deletecachedcontentconfigdict (class in genai.types)":[[0,"genai.types.DeleteCachedContentConfigDict",false]],"deletecachedcontentresponsedict (class in genai.types)":[[0,"genai.types.DeleteCachedContentResponseDict",false]],"deletedocumentconfigdict (class in genai.types)":[[0,"genai.types.DeleteDocumentConfigDict",false]],"deletefileconfigdict (class in genai.types)":[[0,"genai.types.DeleteFileConfigDict",false]],"deletefileresponsedict (class in genai.types)":[[0,"genai.types.DeleteFileResponseDict",false]],"deletefilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.DeleteFileSearchStoreConfigDict",false]],"deletemodelconfigdict (class in genai.types)":[[0,"genai.types.DeleteModelConfigDict",false]],"deletemodelresponsedict (class in genai.types)":[[0,"genai.types.DeleteModelResponseDict",false]],"deleteresourcejobdict (class in genai.types)":[[0,"genai.types.DeleteResourceJobDict",false]],"delivery (class in genai.types)":[[0,"genai.types.Delivery",false]],"delivery (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.delivery",false]],"delivery (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.delivery",false]],"delivery (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.delivery",false]],"delivery (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.delivery",false]],"delivery (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.delivery",false]],"delivery (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.delivery",false]],"delivery_unspecified (genai.types.delivery attribute)":[[0,"genai.types.Delivery.DELIVERY_UNSPECIFIED",false]],"density (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.density",false]],"density (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.density",false]],"deployed_model_id (genai.types.endpoint attribute)":[[0,"genai.types.Endpoint.deployed_model_id",false]],"deployed_model_id (genai.types.endpointdict attribute)":[[0,"genai.types.EndpointDict.deployed_model_id",false]],"deprecated (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.DEPRECATED",false]],"description (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.description",false]],"description (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.description",false]],"description (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.description",false]],"description (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.description",false]],"description (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.description",false]],"description (genai.types.model attribute)":[[0,"genai.types.Model.description",false]],"description (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.description",false]],"description (genai.types.schema attribute)":[[0,"genai.types.Schema.description",false]],"description (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.description",false]],"description (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.description",false]],"description (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.description",false]],"description (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.description",false]],"description (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.description",false]],"dest (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.dest",false]],"dest (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.dest",false]],"dest (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.dest",false]],"dest (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.dest",false]],"details (genai.types.filestatus attribute)":[[0,"genai.types.FileStatus.details",false]],"details (genai.types.filestatusdict attribute)":[[0,"genai.types.FileStatusDict.details",false]],"details (genai.types.googlerpcstatus attribute)":[[0,"genai.types.GoogleRpcStatus.details",false]],"details (genai.types.googlerpcstatusdict attribute)":[[0,"genai.types.GoogleRpcStatusDict.details",false]],"details (genai.types.joberror attribute)":[[0,"genai.types.JobError.details",false]],"details (genai.types.joberrordict attribute)":[[0,"genai.types.JobErrorDict.details",false]],"diarization (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.diarization",false]],"diarization (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.diarization",false]],"disable (genai.types.automaticfunctioncallingconfig attribute)":[[0,"genai.types.AutomaticFunctionCallingConfig.disable",false]],"disable (genai.types.automaticfunctioncallingconfigdict attribute)":[[0,"genai.types.AutomaticFunctionCallingConfigDict.disable",false]],"disable_attribution (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.disable_attribution",false]],"disable_attribution (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.disable_attribution",false]],"disabled (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.disabled",false]],"disabled (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.disabled",false]],"disabled_safety_policies (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.disabled_safety_policies",false]],"disabled_safety_policies (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.disabled_safety_policies",false]],"display_name (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.display_name",false]],"display_name (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.display_name",false]],"display_name (genai.types.blob attribute)":[[0,"genai.types.Blob.display_name",false]],"display_name (genai.types.blobdict attribute)":[[0,"genai.types.BlobDict.display_name",false]],"display_name (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.display_name",false]],"display_name (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.display_name",false]],"display_name (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.display_name",false]],"display_name (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.display_name",false]],"display_name (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.display_name",false]],"display_name (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.display_name",false]],"display_name (genai.types.createembeddingsbatchjobconfig attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfig.display_name",false]],"display_name (genai.types.createembeddingsbatchjobconfigdict attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfigDict.display_name",false]],"display_name (genai.types.createfilesearchstoreconfig attribute)":[[0,"genai.types.CreateFileSearchStoreConfig.display_name",false]],"display_name (genai.types.createfilesearchstoreconfigdict attribute)":[[0,"genai.types.CreateFileSearchStoreConfigDict.display_name",false]],"display_name (genai.types.document attribute)":[[0,"genai.types.Document.display_name",false]],"display_name (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.display_name",false]],"display_name (genai.types.file attribute)":[[0,"genai.types.File.display_name",false]],"display_name (genai.types.filedata attribute)":[[0,"genai.types.FileData.display_name",false]],"display_name (genai.types.filedatadict attribute)":[[0,"genai.types.FileDataDict.display_name",false]],"display_name (genai.types.filedict attribute)":[[0,"genai.types.FileDict.display_name",false]],"display_name (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.display_name",false]],"display_name (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.display_name",false]],"display_name (genai.types.functionresponseblob attribute)":[[0,"genai.types.FunctionResponseBlob.display_name",false]],"display_name (genai.types.functionresponseblobdict attribute)":[[0,"genai.types.FunctionResponseBlobDict.display_name",false]],"display_name (genai.types.functionresponsefiledata attribute)":[[0,"genai.types.FunctionResponseFileData.display_name",false]],"display_name (genai.types.functionresponsefiledatadict attribute)":[[0,"genai.types.FunctionResponseFileDataDict.display_name",false]],"display_name (genai.types.groundingchunkmapsplaceanswersourcesauthorattribution attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name",false]],"display_name (genai.types.groundingchunkmapsplaceanswersourcesauthorattributiondict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.display_name",false]],"display_name (genai.types.model attribute)":[[0,"genai.types.Model.display_name",false]],"display_name (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.display_name",false]],"display_name (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.display_name",false]],"display_name (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.display_name",false]],"display_name (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.display_name",false]],"display_name (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.display_name",false]],"display_name (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.display_name",false]],"display_name (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.display_name",false]],"display_name (genai.types.vertexmultimodaldatasetdestination attribute)":[[0,"genai.types.VertexMultimodalDatasetDestination.display_name",false]],"display_name (genai.types.vertexmultimodaldatasetdestinationdict attribute)":[[0,"genai.types.VertexMultimodalDatasetDestinationDict.display_name",false]],"distance_meters (genai.types.groundingchunkmapsroute attribute)":[[0,"genai.types.GroundingChunkMapsRoute.distance_meters",false]],"distance_meters (genai.types.groundingchunkmapsroutedict attribute)":[[0,"genai.types.GroundingChunkMapsRouteDict.distance_meters",false]],"distillation (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.DISTILLATION",false]],"distillation_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.distillation_data_stats",false]],"distillation_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.distillation_data_stats",false]],"distillation_sampling_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.distillation_sampling_spec",false]],"distillation_sampling_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.distillation_sampling_spec",false]],"distillation_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.distillation_spec",false]],"distillation_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.distillation_spec",false]],"distillationdatastatsdict (class in genai.types)":[[0,"genai.types.DistillationDataStatsDict",false]],"distillationhyperparametersdict (class in genai.types)":[[0,"genai.types.DistillationHyperParametersDict",false]],"distillationsamplingspecdict (class in genai.types)":[[0,"genai.types.DistillationSamplingSpecDict",false]],"distillationspecdict (class in genai.types)":[[0,"genai.types.DistillationSpecDict",false]],"diversity (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.DIVERSITY",false]],"document (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.DOCUMENT",false]],"document_name (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.document_name",false]],"document_name (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.document_name",false]],"document_name (genai.types.importfileresponse attribute)":[[0,"genai.types.ImportFileResponse.document_name",false]],"document_name (genai.types.importfileresponsedict attribute)":[[0,"genai.types.ImportFileResponseDict.document_name",false]],"document_name (genai.types.uploadtofilesearchstoreresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResponse.document_name",false]],"document_name (genai.types.uploadtofilesearchstoreresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResponseDict.document_name",false]],"document_ocr (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.document_ocr",false]],"document_ocr (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.document_ocr",false]],"documentdict (class in genai.types)":[[0,"genai.types.DocumentDict",false]],"documents (genai.types.listdocumentsresponse attribute)":[[0,"genai.types.ListDocumentsResponse.documents",false]],"documents (genai.types.listdocumentsresponsedict attribute)":[[0,"genai.types.ListDocumentsResponseDict.documents",false]],"documentstate (class in genai.types)":[[0,"genai.types.DocumentState",false]],"domain (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.domain",false]],"domain (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.domain",false]],"domain (genai.types.groundingchunkweb attribute)":[[0,"genai.types.GroundingChunkWeb.domain",false]],"domain (genai.types.groundingchunkwebdict attribute)":[[0,"genai.types.GroundingChunkWebDict.domain",false]],"done (genai.types.batchjob property)":[[0,"genai.types.BatchJob.done",false]],"done (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.done",false]],"done (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.done",false]],"done (genai.types.operation attribute)":[[0,"genai.types.Operation.done",false]],"done (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.done",false]],"done (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.done",false]],"done (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.done",false]],"done (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.done",false]],"dont_allow (genai.types.persongeneration attribute)":[[0,"genai.types.PersonGeneration.DONT_ALLOW",false]],"download_uri (genai.types.file attribute)":[[0,"genai.types.File.download_uri",false]],"download_uri (genai.types.filedict attribute)":[[0,"genai.types.FileDict.download_uri",false]],"downloadfileconfigdict (class in genai.types)":[[0,"genai.types.DownloadFileConfigDict",false]],"downloadmediaconfigdict (class in genai.types)":[[0,"genai.types.DownloadMediaConfigDict",false]],"dropped_example_indices (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.dropped_example_indices",false]],"dropped_example_indices (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.dropped_example_indices",false]],"dropped_example_indices (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.dropped_example_indices",false]],"dropped_example_indices (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.dropped_example_indices",false]],"dropped_example_reasons (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.dropped_example_reasons",false]],"duration (genai.types.groundingchunkmapsroute attribute)":[[0,"genai.types.GroundingChunkMapsRoute.duration",false]],"duration (genai.types.groundingchunkmapsroutedict attribute)":[[0,"genai.types.GroundingChunkMapsRouteDict.duration",false]],"duration (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.duration",false]],"duration (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.duration",false]],"duration_seconds (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.duration_seconds",false]],"duration_seconds (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.duration_seconds",false]],"dynamic_retrieval_config (genai.types.googlesearchretrieval attribute)":[[0,"genai.types.GoogleSearchRetrieval.dynamic_retrieval_config",false]],"dynamic_retrieval_config (genai.types.googlesearchretrievaldict attribute)":[[0,"genai.types.GoogleSearchRetrievalDict.dynamic_retrieval_config",false]],"dynamic_threshold (genai.types.dynamicretrievalconfig attribute)":[[0,"genai.types.DynamicRetrievalConfig.dynamic_threshold",false]],"dynamic_threshold (genai.types.dynamicretrievalconfigdict attribute)":[[0,"genai.types.DynamicRetrievalConfigDict.dynamic_threshold",false]],"dynamicretrievalconfigdict (class in genai.types)":[[0,"genai.types.DynamicRetrievalConfigDict",false]],"dynamicretrievalconfigmode (class in genai.types)":[[0,"genai.types.DynamicRetrievalConfigMode",false]],"e_flat_major_c_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.E_FLAT_MAJOR_C_MINOR",false]],"e_major_d_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.E_MAJOR_D_FLAT_MINOR",false]],"echo_target_language (genai.types.translationconfig attribute)":[[0,"genai.types.TranslationConfig.echo_target_language",false]],"echo_target_language (genai.types.translationconfigdict attribute)":[[0,"genai.types.TranslationConfigDict.echo_target_language",false]],"edit_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.edit_image",false]],"edit_image() (genai.models.models method)":[[0,"genai.models.Models.edit_image",false]],"edit_mode (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.edit_mode",false]],"edit_mode (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.edit_mode",false]],"edit_mode_bgswap (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_BGSWAP",false]],"edit_mode_controlled_editing (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_CONTROLLED_EDITING",false]],"edit_mode_default (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_DEFAULT",false]],"edit_mode_inpaint_insertion (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_INPAINT_INSERTION",false]],"edit_mode_inpaint_removal (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_INPAINT_REMOVAL",false]],"edit_mode_outpaint (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_OUTPAINT",false]],"edit_mode_product_image (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_PRODUCT_IMAGE",false]],"edit_mode_style (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_STYLE",false]],"editimageconfigdict (class in genai.types)":[[0,"genai.types.EditImageConfigDict",false]],"editimageresponsedict (class in genai.types)":[[0,"genai.types.EditImageResponseDict",false]],"editmode (class in genai.types)":[[0,"genai.types.EditMode",false]],"elastic_search (genai.types.apispec attribute)":[[0,"genai.types.ApiSpec.ELASTIC_SEARCH",false]],"elastic_search_params (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.elastic_search_params",false]],"elastic_search_params (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.elastic_search_params",false]],"embed_content (genai.types.embeddingapitype attribute)":[[0,"genai.types.EmbeddingApiType.EMBED_CONTENT",false]],"embed_content() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.embed_content",false]],"embed_content() (genai.models.models method)":[[0,"genai.models.Models.embed_content",false]],"embedcontentbatchdict (class in genai.types)":[[0,"genai.types.EmbedContentBatchDict",false]],"embedcontentconfigdict (class in genai.types)":[[0,"genai.types.EmbedContentConfigDict",false]],"embedcontentmetadatadict (class in genai.types)":[[0,"genai.types.EmbedContentMetadataDict",false]],"embedcontentparametersdict (class in genai.types)":[[0,"genai.types.EmbedContentParametersDict",false]],"embedcontentresponsedict (class in genai.types)":[[0,"genai.types.EmbedContentResponseDict",false]],"embedding (genai.types.singleembedcontentresponse attribute)":[[0,"genai.types.SingleEmbedContentResponse.embedding",false]],"embedding (genai.types.singleembedcontentresponsedict attribute)":[[0,"genai.types.SingleEmbedContentResponseDict.embedding",false]],"embedding_model (genai.types.createfilesearchstoreconfig attribute)":[[0,"genai.types.CreateFileSearchStoreConfig.embedding_model",false]],"embedding_model (genai.types.createfilesearchstoreconfigdict attribute)":[[0,"genai.types.CreateFileSearchStoreConfigDict.embedding_model",false]],"embedding_model (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.embedding_model",false]],"embedding_model (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.embedding_model",false]],"embeddingapitype (class in genai.types)":[[0,"genai.types.EmbeddingApiType",false]],"embeddings (genai.types.embedcontentresponse attribute)":[[0,"genai.types.EmbedContentResponse.embeddings",false]],"embeddings (genai.types.embedcontentresponsedict attribute)":[[0,"genai.types.EmbedContentResponseDict.embeddings",false]],"embeddingsbatchjobsourcedict (class in genai.types)":[[0,"genai.types.EmbeddingsBatchJobSourceDict",false]],"en (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.en",false]],"enable_affective_dialog (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.enable_affective_dialog",false]],"enable_affective_dialog (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.enable_affective_dialog",false]],"enable_affective_dialog (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.enable_affective_dialog",false]],"enable_affective_dialog (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.enable_affective_dialog",false]],"enable_control_image_computation (genai.types.controlreferenceconfig attribute)":[[0,"genai.types.ControlReferenceConfig.enable_control_image_computation",false]],"enable_control_image_computation (genai.types.controlreferenceconfigdict attribute)":[[0,"genai.types.ControlReferenceConfigDict.enable_control_image_computation",false]],"enable_data_retention (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.enable_data_retention",false]],"enable_data_retention (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.enable_data_retention",false]],"enable_enhanced_civic_answers (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.enable_enhanced_civic_answers",false]],"enable_enhanced_civic_answers (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.enable_enhanced_civic_answers",false]],"enable_enhanced_civic_answers (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.enable_enhanced_civic_answers",false]],"enable_enhanced_civic_answers (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.enable_enhanced_civic_answers",false]],"enable_prompt_injection_detection (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.enable_prompt_injection_detection",false]],"enable_prompt_injection_detection (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.enable_prompt_injection_detection",false]],"enable_widget (genai.types.googlemaps attribute)":[[0,"genai.types.GoogleMaps.enable_widget",false]],"enable_widget (genai.types.googlemapsdict attribute)":[[0,"genai.types.GoogleMapsDict.enable_widget",false]],"enable_zero_data_retention (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.enable_zero_data_retention",false]],"enable_zero_data_retention (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.enable_zero_data_retention",false]],"encoded_polyline (genai.types.groundingchunkmapsroute attribute)":[[0,"genai.types.GroundingChunkMapsRoute.encoded_polyline",false]],"encoded_polyline (genai.types.groundingchunkmapsroutedict attribute)":[[0,"genai.types.GroundingChunkMapsRouteDict.encoded_polyline",false]],"encryption_spec (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.encryption_spec",false]],"encryption_spec (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.encryption_spec",false]],"encryption_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.encryption_spec",false]],"encryption_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.encryption_spec",false]],"encryptionspecdict (class in genai.types)":[[0,"genai.types.EncryptionSpecDict",false]],"end_index (genai.types.citation attribute)":[[0,"genai.types.Citation.end_index",false]],"end_index (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.end_index",false]],"end_index (genai.types.segment attribute)":[[0,"genai.types.Segment.end_index",false]],"end_index (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.end_index",false]],"end_of_speech_sensitivity (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.end_of_speech_sensitivity",false]],"end_of_speech_sensitivity (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.end_of_speech_sensitivity",false]],"end_offset (genai.types.videometadata attribute)":[[0,"genai.types.VideoMetadata.end_offset",false]],"end_offset (genai.types.videometadatadict attribute)":[[0,"genai.types.VideoMetadataDict.end_offset",false]],"end_offset (genai.types.wordinfo attribute)":[[0,"genai.types.WordInfo.end_offset",false]],"end_offset (genai.types.wordinfodict attribute)":[[0,"genai.types.WordInfoDict.end_offset",false]],"end_sensitivity_high (genai.types.endsensitivity attribute)":[[0,"genai.types.EndSensitivity.END_SENSITIVITY_HIGH",false]],"end_sensitivity_low (genai.types.endsensitivity attribute)":[[0,"genai.types.EndSensitivity.END_SENSITIVITY_LOW",false]],"end_sensitivity_unspecified (genai.types.endsensitivity attribute)":[[0,"genai.types.EndSensitivity.END_SENSITIVITY_UNSPECIFIED",false]],"end_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.end_time",false]],"end_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.end_time",false]],"end_time (genai.types.interval attribute)":[[0,"genai.types.Interval.end_time",false]],"end_time (genai.types.intervaldict attribute)":[[0,"genai.types.IntervalDict.end_time",false]],"end_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.end_time",false]],"end_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.end_time",false]],"endpoint (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.endpoint",false]],"endpoint (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.endpoint",false]],"endpoint (genai.types.tunedmodel attribute)":[[0,"genai.types.TunedModel.endpoint",false]],"endpoint (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.endpoint",false]],"endpoint (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.endpoint",false]],"endpoint (genai.types.tunedmodeldict attribute)":[[0,"genai.types.TunedModelDict.endpoint",false]],"endpointdict (class in genai.types)":[[0,"genai.types.EndpointDict",false]],"endpoints (genai.types.model attribute)":[[0,"genai.types.Model.endpoints",false]],"endpoints (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.endpoints",false]],"endsensitivity (class in genai.types)":[[0,"genai.types.EndSensitivity",false]],"engine (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.engine",false]],"engine (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.engine",false]],"enhance_input_image (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.enhance_input_image",false]],"enhance_input_image (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.enhance_input_image",false]],"enhance_prompt (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.enhance_prompt",false]],"enhance_prompt (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.enhance_prompt",false]],"enhance_prompt (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.enhance_prompt",false]],"enhance_prompt (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.enhance_prompt",false]],"enhance_prompt (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.enhance_prompt",false]],"enhance_prompt (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.enhance_prompt",false]],"enhanced_prompt (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.enhanced_prompt",false]],"enhanced_prompt (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.enhanced_prompt",false]],"enterprise (genai.client.client attribute)":[[0,"genai.client.Client.enterprise",false]],"enterprise_web_search (genai.types.tool attribute)":[[0,"genai.types.Tool.enterprise_web_search",false]],"enterprise_web_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.enterprise_web_search",false]],"enterprisewebsearchdict (class in genai.types)":[[0,"genai.types.EnterpriseWebSearchDict",false]],"entitylabeldict (class in genai.types)":[[0,"genai.types.EntityLabelDict",false]],"enum (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.enum",false]],"enum (genai.types.schema attribute)":[[0,"genai.types.Schema.enum",false]],"enum (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.enum",false]],"environment (class in genai.types)":[[0,"genai.types.Environment",false]],"environment (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.environment",false]],"environment (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.environment",false]],"environment_browser (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_BROWSER",false]],"environment_desktop (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_DESKTOP",false]],"environment_mobile (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_MOBILE",false]],"environment_unspecified (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_UNSPECIFIED",false]],"environments (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.environments",false]],"environments (genai.client.client property)":[[0,"genai.client.Client.environments",false]],"epoch (genai.types.checkpoint attribute)":[[0,"genai.types.Checkpoint.epoch",false]],"epoch (genai.types.checkpointdict attribute)":[[0,"genai.types.CheckpointDict.epoch",false]],"epoch (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.epoch",false]],"epoch (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.epoch",false]],"epoch_count (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.epoch_count",false]],"epoch_count (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.epoch_count",false]],"epoch_count (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.epoch_count",false]],"epoch_count (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.epoch_count",false]],"epoch_count (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.epoch_count",false]],"epoch_count (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.epoch_count",false]],"epoch_count (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.epoch_count",false]],"epoch_count (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.epoch_count",false]],"error (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.error",false]],"error (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.error",false]],"error (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.error",false]],"error (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.error",false]],"error (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.error",false]],"error (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.error",false]],"error (genai.types.file attribute)":[[0,"genai.types.File.error",false]],"error (genai.types.filedict attribute)":[[0,"genai.types.FileDict.error",false]],"error (genai.types.inlinedembedcontentresponse attribute)":[[0,"genai.types.InlinedEmbedContentResponse.error",false]],"error (genai.types.inlinedembedcontentresponsedict attribute)":[[0,"genai.types.InlinedEmbedContentResponseDict.error",false]],"error (genai.types.inlinedresponse attribute)":[[0,"genai.types.InlinedResponse.error",false]],"error (genai.types.inlinedresponsedict attribute)":[[0,"genai.types.InlinedResponseDict.error",false]],"error (genai.types.operation attribute)":[[0,"genai.types.Operation.error",false]],"error (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.error",false]],"error (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.error",false]],"error (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.error",false]],"error (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.error",false]],"error (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.error",false]],"error (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.error",false]],"error (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.error",false]],"error (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.error",false]],"es (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.es",false]],"evaluate_dataset_response (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.evaluate_dataset_response",false]],"evaluate_dataset_response (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.evaluate_dataset_response",false]],"evaluate_dataset_runs (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.evaluate_dataset_runs",false]],"evaluate_dataset_runs (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.evaluate_dataset_runs",false]],"evaluate_interval (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.evaluate_interval",false]],"evaluate_interval (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.evaluate_interval",false]],"evaluate_interval (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.evaluate_interval",false]],"evaluate_interval (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.evaluate_interval",false]],"evaluatedatasetresponsedict (class in genai.types)":[[0,"genai.types.EvaluateDatasetResponseDict",false]],"evaluatedatasetrundict (class in genai.types)":[[0,"genai.types.EvaluateDatasetRunDict",false]],"evaluation_config (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.evaluation_config",false]],"evaluation_config (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.evaluation_config",false]],"evaluation_config (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.evaluation_config",false]],"evaluation_config (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.evaluation_config",false]],"evaluation_function (genai.types.customcodeexecutionspec attribute)":[[0,"genai.types.CustomCodeExecutionSpec.evaluation_function",false]],"evaluation_function (genai.types.customcodeexecutionspecdict attribute)":[[0,"genai.types.CustomCodeExecutionSpecDict.evaluation_function",false]],"evaluation_run (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.evaluation_run",false]],"evaluation_run (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.evaluation_run",false]],"evaluationconfigdict (class in genai.types)":[[0,"genai.types.EvaluationConfigDict",false]],"evaluationdatasetdict (class in genai.types)":[[0,"genai.types.EvaluationDatasetDict",false]],"evaluationparserconfigcustomcodeparserconfigdict (class in genai.types)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfigDict",false]],"evaluationparserconfigdict (class in genai.types)":[[0,"genai.types.EvaluationParserConfigDict",false]],"exa_ai_search (genai.types.tool attribute)":[[0,"genai.types.Tool.exa_ai_search",false]],"exa_ai_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.exa_ai_search",false]],"exact_match (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.EXACT_MATCH",false]],"exact_match (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.EXACT_MATCH",false]],"exact_match_metric_value (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.exact_match_metric_value",false]],"exact_match_metric_value (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.exact_match_metric_value",false]],"exact_match_scorer (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer",false]],"exact_match_scorer (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.exact_match_scorer",false]],"exactmatchmetricvaluedict (class in genai.types)":[[0,"genai.types.ExactMatchMetricValueDict",false]],"example (genai.types.schema attribute)":[[0,"genai.types.Schema.example",false]],"example (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.example",false]],"examples (genai.types.tuningdataset attribute)":[[0,"genai.types.TuningDataset.examples",false]],"examples (genai.types.tuningdatasetdict attribute)":[[0,"genai.types.TuningDatasetDict.examples",false]],"exception_if_mldev (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.exception_if_mldev",false]],"exception_if_mldev (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.exception_if_mldev",false]],"exception_if_vertex (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.exception_if_vertex",false]],"exception_if_vertex (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.exception_if_vertex",false]],"exclude_domains (genai.types.enterprisewebsearch attribute)":[[0,"genai.types.EnterpriseWebSearch.exclude_domains",false]],"exclude_domains (genai.types.enterprisewebsearchdict attribute)":[[0,"genai.types.EnterpriseWebSearchDict.exclude_domains",false]],"exclude_domains (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.exclude_domains",false]],"exclude_domains (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.exclude_domains",false]],"excluded_predefined_functions (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.excluded_predefined_functions",false]],"excluded_predefined_functions (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.excluded_predefined_functions",false]],"executable_code (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.executable_code",false]],"executable_code (genai.types.part attribute)":[[0,"genai.types.Part.executable_code",false]],"executable_code (genai.types.partdict attribute)":[[0,"genai.types.PartDict.executable_code",false]],"executablecodedict (class in genai.types)":[[0,"genai.types.ExecutableCodeDict",false]],"exp_base (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.exp_base",false]],"exp_base (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.exp_base",false]],"experiment (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.experiment",false]],"experiment (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.experiment",false]],"experimental (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.EXPERIMENTAL",false]],"expiration_time (genai.types.file attribute)":[[0,"genai.types.File.expiration_time",false]],"expiration_time (genai.types.filedict attribute)":[[0,"genai.types.FileDict.expiration_time",false]],"expire_time (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.expire_time",false]],"expire_time (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.expire_time",false]],"expire_time (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.expire_time",false]],"expire_time (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.expire_time",false]],"expire_time (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.expire_time",false]],"expire_time (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.expire_time",false]],"expire_time (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.expire_time",false]],"expire_time (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.expire_time",false]],"expire_time (genai.types.updatecachedcontentconfig attribute)":[[0,"genai.types.UpdateCachedContentConfig.expire_time",false]],"expire_time (genai.types.updatecachedcontentconfigdict attribute)":[[0,"genai.types.UpdateCachedContentConfigDict.expire_time",false]],"explanation (genai.types.pairwisemetricresult attribute)":[[0,"genai.types.PairwiseMetricResult.explanation",false]],"explanation (genai.types.pairwisemetricresultdict attribute)":[[0,"genai.types.PairwiseMetricResultDict.explanation",false]],"explanation (genai.types.pointwisemetricresult attribute)":[[0,"genai.types.PointwiseMetricResult.explanation",false]],"explanation (genai.types.pointwisemetricresultdict attribute)":[[0,"genai.types.PointwiseMetricResultDict.explanation",false]],"explicit_vad_signal (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.explicit_vad_signal",false]],"explicit_vad_signal (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.explicit_vad_signal",false]],"explicit_vad_signal (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.explicit_vad_signal",false]],"explicit_vad_signal (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.explicit_vad_signal",false]],"export_last_checkpoint_only (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.export_last_checkpoint_only",false]],"expression (genai.types.reinforcementtuningautoraterscorerexactmatchscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression",false]],"expression (genai.types.reinforcementtuningautoraterscorerexactmatchscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.expression",false]],"expression (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression",false]],"expression (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.expression",false]],"external_api (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.external_api",false]],"external_api (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.external_api",false]],"externalapidict (class in genai.types)":[[0,"genai.types.ExternalApiDict",false]],"externalapielasticsearchparamsdict (class in genai.types)":[[0,"genai.types.ExternalApiElasticSearchParamsDict",false]],"externalapisimplesearchparamsdict (class in genai.types)":[[0,"genai.types.ExternalApiSimpleSearchParamsDict",false]],"extra_body (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.extra_body",false]],"extra_body (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.extra_body",false]],"f_major_d_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.F_MAJOR_D_MINOR",false]],"failed (genai.types.filestate attribute)":[[0,"genai.types.FileState.FAILED",false]],"failed_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.failed_count",false]],"failed_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.failed_count",false]],"failed_documents_count (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.failed_documents_count",false]],"failed_documents_count (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.failed_documents_count",false]],"fast (genai.types.tuningspeed attribute)":[[0,"genai.types.TuningSpeed.FAST",false]],"feature_selection_preference (genai.types.modelselectionconfig attribute)":[[0,"genai.types.ModelSelectionConfig.feature_selection_preference",false]],"feature_selection_preference (genai.types.modelselectionconfigdict attribute)":[[0,"genai.types.ModelSelectionConfigDict.feature_selection_preference",false]],"feature_selection_preference_unspecified (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.FEATURE_SELECTION_PREFERENCE_UNSPECIFIED",false]],"featureselectionpreference (class in genai.types)":[[0,"genai.types.FeatureSelectionPreference",false]],"fetchpredictoperationconfigdict (class in genai.types)":[[0,"genai.types.FetchPredictOperationConfigDict",false]],"file_data (genai.types.functionresponsepart attribute)":[[0,"genai.types.FunctionResponsePart.file_data",false]],"file_data (genai.types.functionresponsepartdict attribute)":[[0,"genai.types.FunctionResponsePartDict.file_data",false]],"file_data (genai.types.part attribute)":[[0,"genai.types.Part.file_data",false]],"file_data (genai.types.partdict attribute)":[[0,"genai.types.PartDict.file_data",false]],"file_id (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.file_id",false]],"file_id (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.file_id",false]],"file_name (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.file_name",false]],"file_name (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.file_name",false]],"file_name (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.file_name",false]],"file_name (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.file_name",false]],"file_name (genai.types.embeddingsbatchjobsource attribute)":[[0,"genai.types.EmbeddingsBatchJobSource.file_name",false]],"file_name (genai.types.embeddingsbatchjobsourcedict attribute)":[[0,"genai.types.EmbeddingsBatchJobSourceDict.file_name",false]],"file_search (genai.types.tool attribute)":[[0,"genai.types.Tool.file_search",false]],"file_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.file_search",false]],"file_search (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.FILE_SEARCH",false]],"file_search_store (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.file_search_store",false]],"file_search_store (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.file_search_store",false]],"file_search_store_names (genai.types.filesearch attribute)":[[0,"genai.types.FileSearch.file_search_store_names",false]],"file_search_store_names (genai.types.filesearchdict attribute)":[[0,"genai.types.FileSearchDict.file_search_store_names",false]],"file_search_stores (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.file_search_stores",false]],"file_search_stores (genai.client.client property)":[[0,"genai.client.Client.file_search_stores",false]],"file_search_stores (genai.types.listfilesearchstoresresponse attribute)":[[0,"genai.types.ListFileSearchStoresResponse.file_search_stores",false]],"file_search_stores (genai.types.listfilesearchstoresresponsedict attribute)":[[0,"genai.types.ListFileSearchStoresResponseDict.file_search_stores",false]],"file_uri (genai.types.filedata attribute)":[[0,"genai.types.FileData.file_uri",false]],"file_uri (genai.types.filedatadict attribute)":[[0,"genai.types.FileDataDict.file_uri",false]],"file_uri (genai.types.functionresponsefiledata attribute)":[[0,"genai.types.FunctionResponseFileData.file_uri",false]],"file_uri (genai.types.functionresponsefiledatadict attribute)":[[0,"genai.types.FunctionResponseFileDataDict.file_uri",false]],"filedatadict (class in genai.types)":[[0,"genai.types.FileDataDict",false]],"filedict (class in genai.types)":[[0,"genai.types.FileDict",false]],"files (genai._gaos.google_genai.asyncgemininextgenenvironments attribute)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.files",false]],"files (genai._gaos.google_genai.gemininextgenenvironments attribute)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.files",false]],"files (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.files",false]],"files (genai.client.client property)":[[0,"genai.client.Client.files",false]],"files (genai.types.listfilesresponse attribute)":[[0,"genai.types.ListFilesResponse.files",false]],"files (genai.types.listfilesresponsedict attribute)":[[0,"genai.types.ListFilesResponseDict.files",false]],"files (genai.types.registerfilesresponse attribute)":[[0,"genai.types.RegisterFilesResponse.files",false]],"files (genai.types.registerfilesresponsedict attribute)":[[0,"genai.types.RegisterFilesResponseDict.files",false]],"filesearchdict (class in genai.types)":[[0,"genai.types.FileSearchDict",false]],"filesearchstoredict (class in genai.types)":[[0,"genai.types.FileSearchStoreDict",false]],"filesource (class in genai.types)":[[0,"genai.types.FileSource",false]],"filestate (class in genai.types)":[[0,"genai.types.FileState",false]],"filestatusdict (class in genai.types)":[[0,"genai.types.FileStatusDict",false]],"filter (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.filter",false]],"filter (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.filter",false]],"filter (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.filter",false]],"filter (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.filter",false]],"filter (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.filter",false]],"filter (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.filter",false]],"filter (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.filter",false]],"filter (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.filter",false]],"filter (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.filter",false]],"filter (genai.types.vertexaisearchdatastorespec attribute)":[[0,"genai.types.VertexAISearchDataStoreSpec.filter",false]],"filter (genai.types.vertexaisearchdatastorespecdict attribute)":[[0,"genai.types.VertexAISearchDataStoreSpecDict.filter",false]],"filter (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.filter",false]],"filtered_prompt (genai.types.livemusicservermessage attribute)":[[0,"genai.types.LiveMusicServerMessage.filtered_prompt",false]],"filtered_prompt (genai.types.livemusicservermessagedict attribute)":[[0,"genai.types.LiveMusicServerMessageDict.filtered_prompt",false]],"filtered_reason (genai.types.livemusicfilteredprompt attribute)":[[0,"genai.types.LiveMusicFilteredPrompt.filtered_reason",false]],"filtered_reason (genai.types.livemusicfilteredpromptdict attribute)":[[0,"genai.types.LiveMusicFilteredPromptDict.filtered_reason",false]],"financial_transactions (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.FINANCIAL_TRANSACTIONS",false]],"finish_message (genai.types.candidate attribute)":[[0,"genai.types.Candidate.finish_message",false]],"finish_message (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.finish_message",false]],"finish_reason (genai.types.candidate attribute)":[[0,"genai.types.Candidate.finish_reason",false]],"finish_reason (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.finish_reason",false]],"finish_reason_unspecified (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.FINISH_REASON_UNSPECIFIED",false]],"finished (genai.types.transcription attribute)":[[0,"genai.types.Transcription.finished",false]],"finished (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.finished",false]],"finishreason (class in genai.types)":[[0,"genai.types.FinishReason",false]],"first_page (genai.types.ragchunkpagespan attribute)":[[0,"genai.types.RagChunkPageSpan.first_page",false]],"first_page (genai.types.ragchunkpagespandict attribute)":[[0,"genai.types.RagChunkPageSpanDict.first_page",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersources attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersourcesdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.flag_content_uri",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.flag_content_uri",false]],"flag_content_uri (genai.types.groundingmetadatasourceflagginguri attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri",false]],"flag_content_uri (genai.types.groundingmetadatasourceflagginguridict attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUriDict.flag_content_uri",false]],"flex (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.FLEX",false]],"flip_enabled (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.flip_enabled",false]],"flip_enabled (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.flip_enabled",false]],"force (genai.types.deletedocumentconfig attribute)":[[0,"genai.types.DeleteDocumentConfig.force",false]],"force (genai.types.deletedocumentconfigdict attribute)":[[0,"genai.types.DeleteDocumentConfigDict.force",false]],"force (genai.types.deletefilesearchstoreconfig attribute)":[[0,"genai.types.DeleteFileSearchStoreConfig.force",false]],"force (genai.types.deletefilesearchstoreconfigdict attribute)":[[0,"genai.types.DeleteFileSearchStoreConfigDict.force",false]],"foreground (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.FOREGROUND",false]],"format (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.format",false]],"format (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.format",false]],"format (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.format",false]],"format (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.format",false]],"format (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.format",false]],"format (genai.types.schema attribute)":[[0,"genai.types.Schema.format",false]],"format (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.format",false]],"fps (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.fps",false]],"fps (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.fps",false]],"fps (genai.types.videometadata attribute)":[[0,"genai.types.VideoMetadata.fps",false]],"fps (genai.types.videometadatadict attribute)":[[0,"genai.types.VideoMetadataDict.fps",false]],"frequency_penalty (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.frequency_penalty",false]],"frequency_penalty (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.frequency_penalty",false]],"frequency_penalty (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.frequency_penalty",false]],"frequency_penalty (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.frequency_penalty",false]],"from_api_response() (genai.types.generatevideosoperation class method)":[[0,"genai.types.GenerateVideosOperation.from_api_response",false]],"from_api_response() (genai.types.importfileoperation class method)":[[0,"genai.types.ImportFileOperation.from_api_response",false]],"from_api_response() (genai.types.operation class method)":[[0,"genai.types.Operation.from_api_response",false]],"from_api_response() (genai.types.uploadtofilesearchstoreoperation class method)":[[0,"genai.types.UploadToFileSearchStoreOperation.from_api_response",false]],"from_bytes() (genai.types.functionresponsepart class method)":[[0,"genai.types.FunctionResponsePart.from_bytes",false]],"from_bytes() (genai.types.part class method)":[[0,"genai.types.Part.from_bytes",false]],"from_callable() (genai.types.functiondeclaration class method)":[[0,"genai.types.FunctionDeclaration.from_callable",false]],"from_callable_with_api_option() (genai.types.functiondeclaration class method)":[[0,"genai.types.FunctionDeclaration.from_callable_with_api_option",false]],"from_code_execution_result() (genai.types.part class method)":[[0,"genai.types.Part.from_code_execution_result",false]],"from_executable_code() (genai.types.part class method)":[[0,"genai.types.Part.from_executable_code",false]],"from_file() (genai.types.image class method)":[[0,"genai.types.Image.from_file",false]],"from_file() (genai.types.video class method)":[[0,"genai.types.Video.from_file",false]],"from_function_call() (genai.types.part class method)":[[0,"genai.types.Part.from_function_call",false]],"from_function_response() (genai.types.part class method)":[[0,"genai.types.Part.from_function_response",false]],"from_json_schema() (genai.types.schema class method)":[[0,"genai.types.Schema.from_json_schema",false]],"from_mcp_response() (genai.types.functionresponse class method)":[[0,"genai.types.FunctionResponse.from_mcp_response",false]],"from_text() (genai.types.part class method)":[[0,"genai.types.Part.from_text",false]],"from_uri() (genai.types.functionresponsepart class method)":[[0,"genai.types.FunctionResponsePart.from_uri",false]],"from_uri() (genai.types.part class method)":[[0,"genai.types.Part.from_uri",false]],"full_fine_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.full_fine_tuning_spec",false]],"full_fine_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.full_fine_tuning_spec",false]],"fullfinetuningspecdict (class in genai.types)":[[0,"genai.types.FullFineTuningSpecDict",false]],"function_call (genai.types.part attribute)":[[0,"genai.types.Part.function_call",false]],"function_call (genai.types.partdict attribute)":[[0,"genai.types.PartDict.function_call",false]],"function_calling_config (genai.types.toolconfig attribute)":[[0,"genai.types.ToolConfig.function_calling_config",false]],"function_calling_config (genai.types.toolconfigdict attribute)":[[0,"genai.types.ToolConfigDict.function_calling_config",false]],"function_calls (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.function_calls",false]],"function_calls (genai.types.liveservertoolcall attribute)":[[0,"genai.types.LiveServerToolCall.function_calls",false]],"function_calls (genai.types.liveservertoolcalldict attribute)":[[0,"genai.types.LiveServerToolCallDict.function_calls",false]],"function_declarations (genai.types.tool attribute)":[[0,"genai.types.Tool.function_declarations",false]],"function_declarations (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.function_declarations",false]],"function_response (genai.types.part attribute)":[[0,"genai.types.Part.function_response",false]],"function_response (genai.types.partdict attribute)":[[0,"genai.types.PartDict.function_response",false]],"function_responses (genai.types.liveclienttoolresponse attribute)":[[0,"genai.types.LiveClientToolResponse.function_responses",false]],"function_responses (genai.types.liveclienttoolresponsedict attribute)":[[0,"genai.types.LiveClientToolResponseDict.function_responses",false]],"functioncalldict (class in genai.types)":[[0,"genai.types.FunctionCallDict",false]],"functioncallingconfigdict (class in genai.types)":[[0,"genai.types.FunctionCallingConfigDict",false]],"functioncallingconfigmode (class in genai.types)":[[0,"genai.types.FunctionCallingConfigMode",false]],"functiondeclarationdict (class in genai.types)":[[0,"genai.types.FunctionDeclarationDict",false]],"functionresponseblobdict (class in genai.types)":[[0,"genai.types.FunctionResponseBlobDict",false]],"functionresponsedict (class in genai.types)":[[0,"genai.types.FunctionResponseDict",false]],"functionresponsefiledatadict (class in genai.types)":[[0,"genai.types.FunctionResponseFileDataDict",false]],"functionresponsepartdict (class in genai.types)":[[0,"genai.types.FunctionResponsePartDict",false]],"functionresponsescheduling (class in genai.types)":[[0,"genai.types.FunctionResponseScheduling",false]],"g_flat_major_e_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.G_FLAT_MAJOR_E_FLAT_MINOR",false]],"g_major_e_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.G_MAJOR_E_MINOR",false]],"gcs_destination (genai.types.outputconfig attribute)":[[0,"genai.types.OutputConfig.gcs_destination",false]],"gcs_destination (genai.types.outputconfigdict attribute)":[[0,"genai.types.OutputConfigDict.gcs_destination",false]],"gcs_output_directory (genai.types.batchjoboutputinfo attribute)":[[0,"genai.types.BatchJobOutputInfo.gcs_output_directory",false]],"gcs_output_directory (genai.types.batchjoboutputinfodict attribute)":[[0,"genai.types.BatchJobOutputInfoDict.gcs_output_directory",false]],"gcs_output_directory (genai.types.outputinfo attribute)":[[0,"genai.types.OutputInfo.gcs_output_directory",false]],"gcs_output_directory (genai.types.outputinfodict attribute)":[[0,"genai.types.OutputInfoDict.gcs_output_directory",false]],"gcs_source (genai.types.evaluationdataset attribute)":[[0,"genai.types.EvaluationDataset.gcs_source",false]],"gcs_source (genai.types.evaluationdatasetdict attribute)":[[0,"genai.types.EvaluationDatasetDict.gcs_source",false]],"gcs_uri (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.gcs_uri",false]],"gcs_uri (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.gcs_uri",false]],"gcs_uri (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.gcs_uri",false]],"gcs_uri (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.gcs_uri",false]],"gcs_uri (genai.types.image attribute)":[[0,"genai.types.Image.gcs_uri",false]],"gcs_uri (genai.types.imagedict attribute)":[[0,"genai.types.ImageDict.gcs_uri",false]],"gcs_uri (genai.types.tuningdataset attribute)":[[0,"genai.types.TuningDataset.gcs_uri",false]],"gcs_uri (genai.types.tuningdatasetdict attribute)":[[0,"genai.types.TuningDatasetDict.gcs_uri",false]],"gcs_uri (genai.types.tuningvalidationdataset attribute)":[[0,"genai.types.TuningValidationDataset.gcs_uri",false]],"gcs_uri (genai.types.tuningvalidationdatasetdict attribute)":[[0,"genai.types.TuningValidationDatasetDict.gcs_uri",false]],"gcs_uri (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.gcs_uri",false]],"gcs_uri (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.gcs_uri",false]],"gcsdestinationdict (class in genai.types)":[[0,"genai.types.GcsDestinationDict",false]],"gcssourcedict (class in genai.types)":[[0,"genai.types.GcsSourceDict",false]],"gemininextgenagents (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents",false]],"gemininextgenenvironments (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments",false]],"gemininextgeninteractions (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions",false]],"gemininextgentriggers (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers",false]],"gemininextgenwebhooks (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks",false]],"geminipreferenceexamplecompletiondict (class in genai.types)":[[0,"genai.types.GeminiPreferenceExampleCompletionDict",false]],"geminipreferenceexampledict (class in genai.types)":[[0,"genai.types.GeminiPreferenceExampleDict",false]],"genai.client":[[0,"module-genai.client",false]],"genai.live":[[0,"module-genai.live",false]],"genai.models":[[0,"module-genai.models",false]],"genai.tokens":[[0,"module-genai.tokens",false]],"genai.tunings":[[0,"module-genai.tunings",false]],"genai.types":[[0,"module-genai.types",false]],"generate_audio (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.generate_audio",false]],"generate_audio (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.generate_audio",false]],"generate_content() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_content",false]],"generate_content() (genai.models.models method)":[[0,"genai.models.Models.generate_content",false]],"generate_content_stream() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_content_stream",false]],"generate_content_stream() (genai.models.models method)":[[0,"genai.models.Models.generate_content_stream",false]],"generate_images() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_images",false]],"generate_images() (genai.models.models method)":[[0,"genai.models.Models.generate_images",false]],"generate_videos() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_videos",false]],"generate_videos() (genai.models.models method)":[[0,"genai.models.Models.generate_videos",false]],"generatecontentconfigdict (class in genai.types)":[[0,"genai.types.GenerateContentConfigDict",false]],"generatecontentresponsedict (class in genai.types)":[[0,"genai.types.GenerateContentResponseDict",false]],"generatecontentresponsepromptfeedbackdict (class in genai.types)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict",false]],"generatecontentresponseusagemetadatadict (class in genai.types)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict",false]],"generated (genai.types.filesource attribute)":[[0,"genai.types.FileSource.GENERATED",false]],"generated_audio_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_AUDIO_SAFETY",false]],"generated_content_blocklist (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_CONTENT_BLOCKLIST",false]],"generated_content_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_CONTENT_PROHIBITED",false]],"generated_content_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_CONTENT_SAFETY",false]],"generated_image_celebrity (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_CELEBRITY",false]],"generated_image_identifiable_people (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_IDENTIFIABLE_PEOPLE",false]],"generated_image_minors (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_MINORS",false]],"generated_image_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_PROHIBITED",false]],"generated_image_prominent_people_detected_by_rewriter (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER",false]],"generated_image_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_SAFETY",false]],"generated_images (genai.types.editimageresponse attribute)":[[0,"genai.types.EditImageResponse.generated_images",false]],"generated_images (genai.types.editimageresponsedict attribute)":[[0,"genai.types.EditImageResponseDict.generated_images",false]],"generated_images (genai.types.generateimagesresponse attribute)":[[0,"genai.types.GenerateImagesResponse.generated_images",false]],"generated_images (genai.types.generateimagesresponsedict attribute)":[[0,"genai.types.GenerateImagesResponseDict.generated_images",false]],"generated_images (genai.types.recontextimageresponse attribute)":[[0,"genai.types.RecontextImageResponse.generated_images",false]],"generated_images (genai.types.recontextimageresponsedict attribute)":[[0,"genai.types.RecontextImageResponseDict.generated_images",false]],"generated_images (genai.types.upscaleimageresponse attribute)":[[0,"genai.types.UpscaleImageResponse.generated_images",false]],"generated_images (genai.types.upscaleimageresponsedict attribute)":[[0,"genai.types.UpscaleImageResponseDict.generated_images",false]],"generated_masks (genai.types.segmentimageresponse attribute)":[[0,"genai.types.SegmentImageResponse.generated_masks",false]],"generated_masks (genai.types.segmentimageresponsedict attribute)":[[0,"genai.types.SegmentImageResponseDict.generated_masks",false]],"generated_other (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_OTHER",false]],"generated_video_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_VIDEO_SAFETY",false]],"generated_videos (genai.types.generatevideosresponse attribute)":[[0,"genai.types.GenerateVideosResponse.generated_videos",false]],"generated_videos (genai.types.generatevideosresponsedict attribute)":[[0,"genai.types.GenerateVideosResponseDict.generated_videos",false]],"generatedimagedict (class in genai.types)":[[0,"genai.types.GeneratedImageDict",false]],"generatedimagemaskdict (class in genai.types)":[[0,"genai.types.GeneratedImageMaskDict",false]],"generatedvideodict (class in genai.types)":[[0,"genai.types.GeneratedVideoDict",false]],"generateimagesconfigdict (class in genai.types)":[[0,"genai.types.GenerateImagesConfigDict",false]],"generateimagesresponsedict (class in genai.types)":[[0,"genai.types.GenerateImagesResponseDict",false]],"generatevideosconfigdict (class in genai.types)":[[0,"genai.types.GenerateVideosConfigDict",false]],"generatevideosresponsedict (class in genai.types)":[[0,"genai.types.GenerateVideosResponseDict",false]],"generatevideossourcedict (class in genai.types)":[[0,"genai.types.GenerateVideosSourceDict",false]],"generation_complete (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.generation_complete",false]],"generation_complete (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.generation_complete",false]],"generation_config (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.generation_config",false]],"generation_config (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.generation_config",false]],"generation_config (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.generation_config",false]],"generation_config (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.generation_config",false]],"generation_config (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.generation_config",false]],"generation_config (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.generation_config",false]],"generation_config (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.generation_config",false]],"generation_config (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.generation_config",false]],"generation_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.generation_config",false]],"generation_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.generation_config",false]],"generationconfigdict (class in genai.types)":[[0,"genai.types.GenerationConfigDict",false]],"generationconfigroutingconfigautoroutingmodedict (class in genai.types)":[[0,"genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict",false]],"generationconfigroutingconfigdict (class in genai.types)":[[0,"genai.types.GenerationConfigRoutingConfigDict",false]],"generationconfigroutingconfigmanualroutingmodedict (class in genai.types)":[[0,"genai.types.GenerationConfigRoutingConfigManualRoutingModeDict",false]],"generationconfigthinkingconfigdict (class in genai.types)":[[0,"genai.types.GenerationConfigThinkingConfigDict",false]],"get() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.get",false]],"get() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.get",false]],"get() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.get",false]],"get() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.get",false]],"get() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.get",false]],"get() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.get",false]],"get() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.get",false]],"get() (genai.models.models method)":[[0,"genai.models.Models.get",false]],"get() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.get",false]],"get() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.get",false]],"get_environment() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.get_environment",false]],"get_environment() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.get_environment",false]],"getbatchjobconfigdict (class in genai.types)":[[0,"genai.types.GetBatchJobConfigDict",false]],"getcachedcontentconfigdict (class in genai.types)":[[0,"genai.types.GetCachedContentConfigDict",false]],"getdocumentconfigdict (class in genai.types)":[[0,"genai.types.GetDocumentConfigDict",false]],"getfileconfigdict (class in genai.types)":[[0,"genai.types.GetFileConfigDict",false]],"getfilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.GetFileSearchStoreConfigDict",false]],"getmodelconfigdict (class in genai.types)":[[0,"genai.types.GetModelConfigDict",false]],"getoperationconfigdict (class in genai.types)":[[0,"genai.types.GetOperationConfigDict",false]],"gettuningjobconfigdict (class in genai.types)":[[0,"genai.types.GetTuningJobConfigDict",false]],"go_away (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.go_away",false]],"go_away (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.go_away",false]],"google_maps (genai.types.tool attribute)":[[0,"genai.types.Tool.google_maps",false]],"google_maps (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.google_maps",false]],"google_maps (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.GOOGLE_MAPS",false]],"google_maps_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri",false]],"google_maps_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.google_maps_uri",false]],"google_maps_widget_context_token (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.google_maps_widget_context_token",false]],"google_maps_widget_context_token (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.google_maps_widget_context_token",false]],"google_search (genai.types.tool attribute)":[[0,"genai.types.Tool.google_search",false]],"google_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.google_search",false]],"google_search_dynamic_retrieval_score (genai.types.retrievalmetadata attribute)":[[0,"genai.types.RetrievalMetadata.google_search_dynamic_retrieval_score",false]],"google_search_dynamic_retrieval_score (genai.types.retrievalmetadatadict attribute)":[[0,"genai.types.RetrievalMetadataDict.google_search_dynamic_retrieval_score",false]],"google_search_image (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.GOOGLE_SEARCH_IMAGE",false]],"google_search_retrieval (genai.types.tool attribute)":[[0,"genai.types.Tool.google_search_retrieval",false]],"google_search_retrieval (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.google_search_retrieval",false]],"google_search_web (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.GOOGLE_SEARCH_WEB",false]],"google_service_account_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.GOOGLE_SERVICE_ACCOUNT_AUTH",false]],"google_service_account_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.google_service_account_config",false]],"google_service_account_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.google_service_account_config",false]],"googlemapsdict (class in genai.types)":[[0,"genai.types.GoogleMapsDict",false]],"googlemapsgroundingtypesdict (class in genai.types)":[[0,"genai.types.GoogleMapsGroundingTypesDict",false]],"googlemapsplacesdict (class in genai.types)":[[0,"genai.types.GoogleMapsPlacesDict",false]],"googlemapsroutingdict (class in genai.types)":[[0,"genai.types.GoogleMapsRoutingDict",false]],"googlerpcstatusdict (class in genai.types)":[[0,"genai.types.GoogleRpcStatusDict",false]],"googlesearchdict (class in genai.types)":[[0,"genai.types.GoogleSearchDict",false]],"googlesearchretrievaldict (class in genai.types)":[[0,"genai.types.GoogleSearchRetrievalDict",false]],"googletypedatedict (class in genai.types)":[[0,"genai.types.GoogleTypeDateDict",false]],"grounding_chunk_indices (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.grounding_chunk_indices",false]],"grounding_chunk_indices (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.grounding_chunk_indices",false]],"grounding_chunks (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.grounding_chunks",false]],"grounding_chunks (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.grounding_chunks",false]],"grounding_metadata (genai.types.candidate attribute)":[[0,"genai.types.Candidate.grounding_metadata",false]],"grounding_metadata (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.grounding_metadata",false]],"grounding_metadata (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.grounding_metadata",false]],"grounding_metadata (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.grounding_metadata",false]],"grounding_supports (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.grounding_supports",false]],"grounding_supports (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.grounding_supports",false]],"grounding_types (genai.types.googlemaps attribute)":[[0,"genai.types.GoogleMaps.grounding_types",false]],"grounding_types (genai.types.googlemapsdict attribute)":[[0,"genai.types.GoogleMapsDict.grounding_types",false]],"groundingchunkcustommetadatadict (class in genai.types)":[[0,"genai.types.GroundingChunkCustomMetadataDict",false]],"groundingchunkdict (class in genai.types)":[[0,"genai.types.GroundingChunkDict",false]],"groundingchunkimagedict (class in genai.types)":[[0,"genai.types.GroundingChunkImageDict",false]],"groundingchunkmapsdict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsDict",false]],"groundingchunkmapsplaceanswersourcesauthorattributiondict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict",false]],"groundingchunkmapsplaceanswersourcesdict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict",false]],"groundingchunkmapsplaceanswersourcesreviewsnippetdict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict",false]],"groundingchunkmapsroutedict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsRouteDict",false]],"groundingchunkretrievedcontextdict (class in genai.types)":[[0,"genai.types.GroundingChunkRetrievedContextDict",false]],"groundingchunkstringlistdict (class in genai.types)":[[0,"genai.types.GroundingChunkStringListDict",false]],"groundingchunkwebdict (class in genai.types)":[[0,"genai.types.GroundingChunkWebDict",false]],"groundingmetadatadict (class in genai.types)":[[0,"genai.types.GroundingMetadataDict",false]],"groundingmetadatasourceflagginguridict (class in genai.types)":[[0,"genai.types.GroundingMetadataSourceFlaggingUriDict",false]],"groundingsupportdict (class in genai.types)":[[0,"genai.types.GroundingSupportDict",false]],"guidance (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.guidance",false]],"guidance (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.guidance",false]],"guidance_scale (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.guidance_scale",false]],"guidance_scale (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.guidance_scale",false]],"guidance_scale (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.guidance_scale",false]],"guidance_scale (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.guidance_scale",false]],"handle (genai.types.sessionresumptionconfig attribute)":[[0,"genai.types.SessionResumptionConfig.handle",false]],"handle (genai.types.sessionresumptionconfigdict attribute)":[[0,"genai.types.SessionResumptionConfigDict.handle",false]],"harm_block_method_unspecified (genai.types.harmblockmethod attribute)":[[0,"genai.types.HarmBlockMethod.HARM_BLOCK_METHOD_UNSPECIFIED",false]],"harm_block_threshold_unspecified (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED",false]],"harm_category_civic_integrity (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY",false]],"harm_category_dangerous_content (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT",false]],"harm_category_harassment (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT",false]],"harm_category_hate_speech (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_HATE_SPEECH",false]],"harm_category_image_dangerous_content (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT",false]],"harm_category_image_harassment (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HARASSMENT",false]],"harm_category_image_hate (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HATE",false]],"harm_category_image_sexually_explicit (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT",false]],"harm_category_jailbreak (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_JAILBREAK",false]],"harm_category_sexually_explicit (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT",false]],"harm_category_unspecified (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_UNSPECIFIED",false]],"harm_probability_unspecified (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.HARM_PROBABILITY_UNSPECIFIED",false]],"harm_severity_high (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_HIGH",false]],"harm_severity_low (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_LOW",false]],"harm_severity_medium (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_MEDIUM",false]],"harm_severity_negligible (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_NEGLIGIBLE",false]],"harm_severity_unspecified (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_UNSPECIFIED",false]],"harmblockmethod (class in genai.types)":[[0,"genai.types.HarmBlockMethod",false]],"harmblockthreshold (class in genai.types)":[[0,"genai.types.HarmBlockThreshold",false]],"harmcategory (class in genai.types)":[[0,"genai.types.HarmCategory",false]],"harmprobability (class in genai.types)":[[0,"genai.types.HarmProbability",false]],"harmseverity (class in genai.types)":[[0,"genai.types.HarmSeverity",false]],"has_ended (genai.types.tuningjob property)":[[0,"genai.types.TuningJob.has_ended",false]],"has_succeeded (genai.types.tuningjob property)":[[0,"genai.types.TuningJob.has_succeeded",false]],"has_union (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.has_union",false]],"has_union (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.has_union",false]],"headers (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.headers",false]],"headers (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.headers",false]],"headers (genai.types.httpresponse attribute)":[[0,"genai.types.HttpResponse.headers",false]],"headers (genai.types.httpresponsedict attribute)":[[0,"genai.types.HttpResponseDict.headers",false]],"headers (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.headers",false]],"headers (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.headers",false]],"headers (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.headers",false]],"headers (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.headers",false]],"headers (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.headers",false]],"headers (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.headers",false]],"hi (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.hi",false]],"high (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.HIGH",false]],"high (genai.types.reinforcementtuningthinkinglevel attribute)":[[0,"genai.types.ReinforcementTuningThinkingLevel.HIGH",false]],"high (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.HIGH",false]],"history_config (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.history_config",false]],"history_config (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.history_config",false]],"history_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.history_config",false]],"history_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.history_config",false]],"historyconfigdict (class in genai.types)":[[0,"genai.types.HistoryConfigDict",false]],"http_basic_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.HTTP_BASIC_AUTH",false]],"http_basic_auth_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.http_basic_auth_config",false]],"http_basic_auth_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.http_basic_auth_config",false]],"http_element_location (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.http_element_location",false]],"http_element_location (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.http_element_location",false]],"http_in_body (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_BODY",false]],"http_in_cookie (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_COOKIE",false]],"http_in_header (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_HEADER",false]],"http_in_path (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_PATH",false]],"http_in_query (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_QUERY",false]],"http_in_unspecified (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_UNSPECIFIED",false]],"http_options (genai.client.client attribute)":[[0,"genai.client.Client.http_options",false]],"http_options (genai.types.cancelbatchjobconfig attribute)":[[0,"genai.types.CancelBatchJobConfig.http_options",false]],"http_options (genai.types.cancelbatchjobconfigdict attribute)":[[0,"genai.types.CancelBatchJobConfigDict.http_options",false]],"http_options (genai.types.canceltuningjobconfig attribute)":[[0,"genai.types.CancelTuningJobConfig.http_options",false]],"http_options (genai.types.canceltuningjobconfigdict attribute)":[[0,"genai.types.CancelTuningJobConfigDict.http_options",false]],"http_options (genai.types.computetokensconfig attribute)":[[0,"genai.types.ComputeTokensConfig.http_options",false]],"http_options (genai.types.computetokensconfigdict attribute)":[[0,"genai.types.ComputeTokensConfigDict.http_options",false]],"http_options (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.http_options",false]],"http_options (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.http_options",false]],"http_options (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.http_options",false]],"http_options (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.http_options",false]],"http_options (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.http_options",false]],"http_options (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.http_options",false]],"http_options (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.http_options",false]],"http_options (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.http_options",false]],"http_options (genai.types.createembeddingsbatchjobconfig attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfig.http_options",false]],"http_options (genai.types.createembeddingsbatchjobconfigdict attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfigDict.http_options",false]],"http_options (genai.types.createfileconfig attribute)":[[0,"genai.types.CreateFileConfig.http_options",false]],"http_options (genai.types.createfileconfigdict attribute)":[[0,"genai.types.CreateFileConfigDict.http_options",false]],"http_options (genai.types.createfilesearchstoreconfig attribute)":[[0,"genai.types.CreateFileSearchStoreConfig.http_options",false]],"http_options (genai.types.createfilesearchstoreconfigdict attribute)":[[0,"genai.types.CreateFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.http_options",false]],"http_options (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.http_options",false]],"http_options (genai.types.deletebatchjobconfig attribute)":[[0,"genai.types.DeleteBatchJobConfig.http_options",false]],"http_options (genai.types.deletebatchjobconfigdict attribute)":[[0,"genai.types.DeleteBatchJobConfigDict.http_options",false]],"http_options (genai.types.deletecachedcontentconfig attribute)":[[0,"genai.types.DeleteCachedContentConfig.http_options",false]],"http_options (genai.types.deletecachedcontentconfigdict attribute)":[[0,"genai.types.DeleteCachedContentConfigDict.http_options",false]],"http_options (genai.types.deletedocumentconfig attribute)":[[0,"genai.types.DeleteDocumentConfig.http_options",false]],"http_options (genai.types.deletedocumentconfigdict attribute)":[[0,"genai.types.DeleteDocumentConfigDict.http_options",false]],"http_options (genai.types.deletefileconfig attribute)":[[0,"genai.types.DeleteFileConfig.http_options",false]],"http_options (genai.types.deletefileconfigdict attribute)":[[0,"genai.types.DeleteFileConfigDict.http_options",false]],"http_options (genai.types.deletefilesearchstoreconfig attribute)":[[0,"genai.types.DeleteFileSearchStoreConfig.http_options",false]],"http_options (genai.types.deletefilesearchstoreconfigdict attribute)":[[0,"genai.types.DeleteFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.deletemodelconfig attribute)":[[0,"genai.types.DeleteModelConfig.http_options",false]],"http_options (genai.types.deletemodelconfigdict attribute)":[[0,"genai.types.DeleteModelConfigDict.http_options",false]],"http_options (genai.types.downloadfileconfig attribute)":[[0,"genai.types.DownloadFileConfig.http_options",false]],"http_options (genai.types.downloadfileconfigdict attribute)":[[0,"genai.types.DownloadFileConfigDict.http_options",false]],"http_options (genai.types.downloadmediaconfig attribute)":[[0,"genai.types.DownloadMediaConfig.http_options",false]],"http_options (genai.types.downloadmediaconfigdict attribute)":[[0,"genai.types.DownloadMediaConfigDict.http_options",false]],"http_options (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.http_options",false]],"http_options (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.http_options",false]],"http_options (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.http_options",false]],"http_options (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.http_options",false]],"http_options (genai.types.fetchpredictoperationconfig attribute)":[[0,"genai.types.FetchPredictOperationConfig.http_options",false]],"http_options (genai.types.fetchpredictoperationconfigdict attribute)":[[0,"genai.types.FetchPredictOperationConfigDict.http_options",false]],"http_options (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.http_options",false]],"http_options (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.http_options",false]],"http_options (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.http_options",false]],"http_options (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.http_options",false]],"http_options (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.http_options",false]],"http_options (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.http_options",false]],"http_options (genai.types.getbatchjobconfig attribute)":[[0,"genai.types.GetBatchJobConfig.http_options",false]],"http_options (genai.types.getbatchjobconfigdict attribute)":[[0,"genai.types.GetBatchJobConfigDict.http_options",false]],"http_options (genai.types.getcachedcontentconfig attribute)":[[0,"genai.types.GetCachedContentConfig.http_options",false]],"http_options (genai.types.getcachedcontentconfigdict attribute)":[[0,"genai.types.GetCachedContentConfigDict.http_options",false]],"http_options (genai.types.getdocumentconfig attribute)":[[0,"genai.types.GetDocumentConfig.http_options",false]],"http_options (genai.types.getdocumentconfigdict attribute)":[[0,"genai.types.GetDocumentConfigDict.http_options",false]],"http_options (genai.types.getfileconfig attribute)":[[0,"genai.types.GetFileConfig.http_options",false]],"http_options (genai.types.getfileconfigdict attribute)":[[0,"genai.types.GetFileConfigDict.http_options",false]],"http_options (genai.types.getfilesearchstoreconfig attribute)":[[0,"genai.types.GetFileSearchStoreConfig.http_options",false]],"http_options (genai.types.getfilesearchstoreconfigdict attribute)":[[0,"genai.types.GetFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.getmodelconfig attribute)":[[0,"genai.types.GetModelConfig.http_options",false]],"http_options (genai.types.getmodelconfigdict attribute)":[[0,"genai.types.GetModelConfigDict.http_options",false]],"http_options (genai.types.getoperationconfig attribute)":[[0,"genai.types.GetOperationConfig.http_options",false]],"http_options (genai.types.getoperationconfigdict attribute)":[[0,"genai.types.GetOperationConfigDict.http_options",false]],"http_options (genai.types.gettuningjobconfig attribute)":[[0,"genai.types.GetTuningJobConfig.http_options",false]],"http_options (genai.types.gettuningjobconfigdict attribute)":[[0,"genai.types.GetTuningJobConfigDict.http_options",false]],"http_options (genai.types.importfileconfig attribute)":[[0,"genai.types.ImportFileConfig.http_options",false]],"http_options (genai.types.importfileconfigdict attribute)":[[0,"genai.types.ImportFileConfigDict.http_options",false]],"http_options (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.http_options",false]],"http_options (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.http_options",false]],"http_options (genai.types.listcachedcontentsconfig attribute)":[[0,"genai.types.ListCachedContentsConfig.http_options",false]],"http_options (genai.types.listcachedcontentsconfigdict attribute)":[[0,"genai.types.ListCachedContentsConfigDict.http_options",false]],"http_options (genai.types.listdocumentsconfig attribute)":[[0,"genai.types.ListDocumentsConfig.http_options",false]],"http_options (genai.types.listdocumentsconfigdict attribute)":[[0,"genai.types.ListDocumentsConfigDict.http_options",false]],"http_options (genai.types.listfilesconfig attribute)":[[0,"genai.types.ListFilesConfig.http_options",false]],"http_options (genai.types.listfilesconfigdict attribute)":[[0,"genai.types.ListFilesConfigDict.http_options",false]],"http_options (genai.types.listfilesearchstoresconfig attribute)":[[0,"genai.types.ListFileSearchStoresConfig.http_options",false]],"http_options (genai.types.listfilesearchstoresconfigdict attribute)":[[0,"genai.types.ListFileSearchStoresConfigDict.http_options",false]],"http_options (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.http_options",false]],"http_options (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.http_options",false]],"http_options (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.http_options",false]],"http_options (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.http_options",false]],"http_options (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.http_options",false]],"http_options (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.http_options",false]],"http_options (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.http_options",false]],"http_options (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.http_options",false]],"http_options (genai.types.registerfilesconfig attribute)":[[0,"genai.types.RegisterFilesConfig.http_options",false]],"http_options (genai.types.registerfilesconfigdict attribute)":[[0,"genai.types.RegisterFilesConfigDict.http_options",false]],"http_options (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.http_options",false]],"http_options (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.http_options",false]],"http_options (genai.types.updatecachedcontentconfig attribute)":[[0,"genai.types.UpdateCachedContentConfig.http_options",false]],"http_options (genai.types.updatecachedcontentconfigdict attribute)":[[0,"genai.types.UpdateCachedContentConfigDict.http_options",false]],"http_options (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.http_options",false]],"http_options (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.http_options",false]],"http_options (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.http_options",false]],"http_options (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.http_options",false]],"http_options (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.http_options",false]],"http_options (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.http_options",false]],"http_options (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.http_options",false]],"http_options (genai.types.validaterewardconfig attribute)":[[0,"genai.types.ValidateRewardConfig.http_options",false]],"http_options (genai.types.validaterewardconfigdict attribute)":[[0,"genai.types.ValidateRewardConfigDict.http_options",false]],"http_status_codes (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.http_status_codes",false]],"http_status_codes (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.http_status_codes",false]],"httpelementlocation (class in genai.types)":[[0,"genai.types.HttpElementLocation",false]],"httpoptionsdict (class in genai.types)":[[0,"genai.types.HttpOptionsDict",false]],"httpresponsedict (class in genai.types)":[[0,"genai.types.HttpResponseDict",false]],"httpretryoptionsdict (class in genai.types)":[[0,"genai.types.HttpRetryOptionsDict",false]],"httpx_async_client (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.httpx_async_client",false]],"httpx_client (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.httpx_client",false]],"hybrid_search (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.hybrid_search",false]],"hybrid_search (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.hybrid_search",false]],"hyper_parameters (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.hyper_parameters",false]],"hyper_parameters (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.fullfinetuningspec attribute)":[[0,"genai.types.FullFineTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.fullfinetuningspecdict attribute)":[[0,"genai.types.FullFineTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.partnermodeltuningspec attribute)":[[0,"genai.types.PartnerModelTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.partnermodeltuningspecdict attribute)":[[0,"genai.types.PartnerModelTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.hyper_parameters",false]],"hyper_parameters (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.veotuningspec attribute)":[[0,"genai.types.VeoTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.veotuningspecdict attribute)":[[0,"genai.types.VeoTuningSpecDict.hyper_parameters",false]],"hyperparameters (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.hyperparameters",false]],"hyperparameters (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.hyperparameters",false]],"id (genai.types.codeexecutionresult attribute)":[[0,"genai.types.CodeExecutionResult.id",false]],"id (genai.types.codeexecutionresultdict attribute)":[[0,"genai.types.CodeExecutionResultDict.id",false]],"id (genai.types.executablecode attribute)":[[0,"genai.types.ExecutableCode.id",false]],"id (genai.types.executablecodedict attribute)":[[0,"genai.types.ExecutableCodeDict.id",false]],"id (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.id",false]],"id (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.id",false]],"id (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.id",false]],"id (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.id",false]],"id (genai.types.toolcall attribute)":[[0,"genai.types.ToolCall.id",false]],"id (genai.types.toolcalldict attribute)":[[0,"genai.types.ToolCallDict.id",false]],"id (genai.types.toolresponse attribute)":[[0,"genai.types.ToolResponse.id",false]],"id (genai.types.toolresponsedict attribute)":[[0,"genai.types.ToolResponseDict.id",false]],"id_token (genai.types.authconfigoidcconfig attribute)":[[0,"genai.types.AuthConfigOidcConfig.id_token",false]],"id_token (genai.types.authconfigoidcconfigdict attribute)":[[0,"genai.types.AuthConfigOidcConfigDict.id_token",false]],"identity (genai.types.responseparsetype attribute)":[[0,"genai.types.ResponseParseType.IDENTITY",false]],"idle (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.IDLE",false]],"ids (genai.types.liveservertoolcallcancellation attribute)":[[0,"genai.types.LiveServerToolCallCancellation.ids",false]],"ids (genai.types.liveservertoolcallcancellationdict attribute)":[[0,"genai.types.LiveServerToolCallCancellationDict.ids",false]],"ignore_call_history (genai.types.automaticfunctioncallingconfig attribute)":[[0,"genai.types.AutomaticFunctionCallingConfig.ignore_call_history",false]],"ignore_call_history (genai.types.automaticfunctioncallingconfigdict attribute)":[[0,"genai.types.AutomaticFunctionCallingConfigDict.ignore_call_history",false]],"ignore_keys (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.ignore_keys",false]],"ignore_keys (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.ignore_keys",false]],"image (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.image",false]],"image (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.image",false]],"image (genai.types.generatevideossource attribute)":[[0,"genai.types.GenerateVideosSource.image",false]],"image (genai.types.generatevideossourcedict attribute)":[[0,"genai.types.GenerateVideosSourceDict.image",false]],"image (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.image",false]],"image (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.image",false]],"image (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.IMAGE",false]],"image (genai.types.modality attribute)":[[0,"genai.types.Modality.IMAGE",false]],"image (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.image",false]],"image (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.image",false]],"image (genai.types.scribbleimage attribute)":[[0,"genai.types.ScribbleImage.image",false]],"image (genai.types.scribbleimagedict attribute)":[[0,"genai.types.ScribbleImageDict.image",false]],"image (genai.types.segmentimagesource attribute)":[[0,"genai.types.SegmentImageSource.image",false]],"image (genai.types.segmentimagesourcedict attribute)":[[0,"genai.types.SegmentImageSourceDict.image",false]],"image (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.image",false]],"image (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.image",false]],"image (genai.types.videogenerationmask attribute)":[[0,"genai.types.VideoGenerationMask.image",false]],"image (genai.types.videogenerationmaskdict attribute)":[[0,"genai.types.VideoGenerationMaskDict.image",false]],"image (genai.types.videogenerationreferenceimage attribute)":[[0,"genai.types.VideoGenerationReferenceImage.image",false]],"image (genai.types.videogenerationreferenceimagedict attribute)":[[0,"genai.types.VideoGenerationReferenceImageDict.image",false]],"image_bytes (genai.types.image attribute)":[[0,"genai.types.Image.image_bytes",false]],"image_bytes (genai.types.imagedict attribute)":[[0,"genai.types.ImageDict.image_bytes",false]],"image_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.image_config",false]],"image_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.image_config",false]],"image_count (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.image_count",false]],"image_count (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.image_count",false]],"image_data (genai.types.customizedavatar attribute)":[[0,"genai.types.CustomizedAvatar.image_data",false]],"image_data (genai.types.customizedavatardict attribute)":[[0,"genai.types.CustomizedAvatarDict.image_data",false]],"image_mime_type (genai.types.customizedavatar attribute)":[[0,"genai.types.CustomizedAvatar.image_mime_type",false]],"image_mime_type (genai.types.customizedavatardict attribute)":[[0,"genai.types.CustomizedAvatarDict.image_mime_type",false]],"image_other (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_OTHER",false]],"image_output_options (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.image_output_options",false]],"image_output_options (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.image_output_options",false]],"image_preservation_factor (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.image_preservation_factor",false]],"image_preservation_factor (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.image_preservation_factor",false]],"image_prohibited_content (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_PROHIBITED_CONTENT",false]],"image_prohibited_input_content (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.IMAGE_PROHIBITED_INPUT_CONTENT",false]],"image_recitation (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_RECITATION",false]],"image_safety (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.IMAGE_SAFETY",false]],"image_safety (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_SAFETY",false]],"image_search (genai.types.searchtypes attribute)":[[0,"genai.types.SearchTypes.image_search",false]],"image_search (genai.types.searchtypesdict attribute)":[[0,"genai.types.SearchTypesDict.image_search",false]],"image_search_queries (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.image_search_queries",false]],"image_search_queries (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.image_search_queries",false]],"image_size (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.image_size",false]],"image_size (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.image_size",false]],"image_size (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.image_size",false]],"image_size (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.image_size",false]],"image_size (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.image_size",false]],"image_size (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.image_size",false]],"image_size_five_twelve (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_FIVE_TWELVE",false]],"image_size_four_k (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_FOUR_K",false]],"image_size_one_k (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_ONE_K",false]],"image_size_two_k (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_TWO_K",false]],"image_size_unspecified (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_UNSPECIFIED",false]],"image_uri (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.image_uri",false]],"image_uri (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.image_uri",false]],"imageconfigdict (class in genai.types)":[[0,"genai.types.ImageConfigDict",false]],"imageconfigimageoutputoptionsdict (class in genai.types)":[[0,"genai.types.ImageConfigImageOutputOptionsDict",false]],"imagedict (class in genai.types)":[[0,"genai.types.ImageDict",false]],"imagepromptlanguage (class in genai.types)":[[0,"genai.types.ImagePromptLanguage",false]],"imageresizemode (class in genai.types)":[[0,"genai.types.ImageResizeMode",false]],"imageresponseformatdict (class in genai.types)":[[0,"genai.types.ImageResponseFormatDict",false]],"images (genai.types.generateimagesresponse property)":[[0,"genai.types.GenerateImagesResponse.images",false]],"imagesearchdict (class in genai.types)":[[0,"genai.types.ImageSearchDict",false]],"imagesize (class in genai.types)":[[0,"genai.types.ImageSize",false]],"importfileconfigdict (class in genai.types)":[[0,"genai.types.ImportFileConfigDict",false]],"importfileresponsedict (class in genai.types)":[[0,"genai.types.ImportFileResponseDict",false]],"in_progress (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.IN_PROGRESS",false]],"include_rai_reason (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.include_rai_reason",false]],"include_rai_reason (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.include_rai_reason",false]],"include_rai_reason (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.include_rai_reason",false]],"include_rai_reason (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.include_rai_reason",false]],"include_rai_reason (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.include_rai_reason",false]],"include_rai_reason (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.include_rai_reason",false]],"include_safety_attributes (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.include_safety_attributes",false]],"include_safety_attributes (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.include_safety_attributes",false]],"include_safety_attributes (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.include_safety_attributes",false]],"include_safety_attributes (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.include_safety_attributes",false]],"include_server_side_tool_invocations (genai.types.toolconfig attribute)":[[0,"genai.types.ToolConfig.include_server_side_tool_invocations",false]],"include_server_side_tool_invocations (genai.types.toolconfigdict attribute)":[[0,"genai.types.ToolConfigDict.include_server_side_tool_invocations",false]],"include_thoughts (genai.types.generationconfigthinkingconfigdict attribute)":[[0,"genai.types.GenerationConfigThinkingConfigDict.include_thoughts",false]],"include_thoughts (genai.types.thinkingconfig attribute)":[[0,"genai.types.ThinkingConfig.include_thoughts",false]],"include_thoughts (genai.types.thinkingconfigdict attribute)":[[0,"genai.types.ThinkingConfigDict.include_thoughts",false]],"incomplete_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.incomplete_count",false]],"incomplete_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.incomplete_count",false]],"index (genai.types.candidate attribute)":[[0,"genai.types.Candidate.index",false]],"index (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.index",false]],"index (genai.types.externalapielasticsearchparams attribute)":[[0,"genai.types.ExternalApiElasticSearchParams.index",false]],"index (genai.types.externalapielasticsearchparamsdict attribute)":[[0,"genai.types.ExternalApiElasticSearchParamsDict.index",false]],"inference_generation_config (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.inference_generation_config",false]],"inference_generation_config (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.inference_generation_config",false]],"initial_delay (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.initial_delay",false]],"initial_delay (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.initial_delay",false]],"initial_history_in_client_content (genai.types.historyconfig attribute)":[[0,"genai.types.HistoryConfig.initial_history_in_client_content",false]],"initial_history_in_client_content (genai.types.historyconfigdict attribute)":[[0,"genai.types.HistoryConfigDict.initial_history_in_client_content",false]],"inline (genai.types.delivery attribute)":[[0,"genai.types.Delivery.INLINE",false]],"inline_data (genai.types.functionresponsepart attribute)":[[0,"genai.types.FunctionResponsePart.inline_data",false]],"inline_data (genai.types.functionresponsepartdict attribute)":[[0,"genai.types.FunctionResponsePartDict.inline_data",false]],"inline_data (genai.types.part attribute)":[[0,"genai.types.Part.inline_data",false]],"inline_data (genai.types.partdict attribute)":[[0,"genai.types.PartDict.inline_data",false]],"inlined_embed_content_responses (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.inlined_embed_content_responses",false]],"inlined_embed_content_responses (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.inlined_embed_content_responses",false]],"inlined_requests (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.inlined_requests",false]],"inlined_requests (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.inlined_requests",false]],"inlined_requests (genai.types.embeddingsbatchjobsource attribute)":[[0,"genai.types.EmbeddingsBatchJobSource.inlined_requests",false]],"inlined_requests (genai.types.embeddingsbatchjobsourcedict attribute)":[[0,"genai.types.EmbeddingsBatchJobSourceDict.inlined_requests",false]],"inlined_responses (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.inlined_responses",false]],"inlined_responses (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.inlined_responses",false]],"inlinedembedcontentresponsedict (class in genai.types)":[[0,"genai.types.InlinedEmbedContentResponseDict",false]],"inlinedrequestdict (class in genai.types)":[[0,"genai.types.InlinedRequestDict",false]],"inlinedresponsedict (class in genai.types)":[[0,"genai.types.InlinedResponseDict",false]],"input_audio_transcription (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.input_audio_transcription",false]],"input_audio_transcription (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.input_audio_transcription",false]],"input_audio_transcription (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.input_audio_transcription",false]],"input_audio_transcription (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.input_audio_transcription",false]],"input_image_celebrity (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_IMAGE_CELEBRITY",false]],"input_image_photo_realistic_child_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED",false]],"input_ip_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_IP_PROHIBITED",false]],"input_other (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_OTHER",false]],"input_text_contain_prominent_person_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED",false]],"input_text_ncii_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_TEXT_NCII_PROHIBITED",false]],"input_token_limit (genai.types.model attribute)":[[0,"genai.types.Model.input_token_limit",false]],"input_token_limit (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.input_token_limit",false]],"input_transcription (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.input_transcription",false]],"input_transcription (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.input_transcription",false]],"input_uri (genai.types.bigquerysource attribute)":[[0,"genai.types.BigQuerySource.input_uri",false]],"input_uri (genai.types.bigquerysourcedict attribute)":[[0,"genai.types.BigQuerySourceDict.input_uri",false]],"insert (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.INSERT",false]],"integer (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.INTEGER",false]],"integer (genai.types.type attribute)":[[0,"genai.types.Type.INTEGER",false]],"interaction_status (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.interaction_status",false]],"interaction_status (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.interaction_status",false]],"interaction_status_unspecified (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.INTERACTION_STATUS_UNSPECIFIED",false]],"interactions (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.interactions",false]],"interactions (genai.client.client property)":[[0,"genai.client.Client.interactions",false]],"interactions (genai.types.replayfile attribute)":[[0,"genai.types.ReplayFile.interactions",false]],"interactions (genai.types.replayfiledict attribute)":[[0,"genai.types.ReplayFileDict.interactions",false]],"interactionstatus (class in genai.types)":[[0,"genai.types.InteractionStatus",false]],"interactive (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.INTERACTIVE",false]],"interim_input_transcription (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.interim_input_transcription",false]],"interim_input_transcription (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.interim_input_transcription",false]],"interrupt (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.INTERRUPT",false]],"interrupted (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.interrupted",false]],"interrupted (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.interrupted",false]],"intervaldict (class in genai.types)":[[0,"genai.types.IntervalDict",false]],"items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.items",false]],"items (genai.types.schema attribute)":[[0,"genai.types.Schema.items",false]],"ja (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.ja",false]],"jailbreak (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.JAILBREAK",false]],"jitter (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.jitter",false]],"jitter (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.jitter",false]],"job_state_cancelled (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_CANCELLED",false]],"job_state_cancelling (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_CANCELLING",false]],"job_state_expired (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_EXPIRED",false]],"job_state_failed (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_FAILED",false]],"job_state_partially_succeeded (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_PARTIALLY_SUCCEEDED",false]],"job_state_paused (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_PAUSED",false]],"job_state_pending (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_PENDING",false]],"job_state_queued (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_QUEUED",false]],"job_state_running (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_RUNNING",false]],"job_state_succeeded (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_SUCCEEDED",false]],"job_state_unspecified (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_UNSPECIFIED",false]],"job_state_updating (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_UPDATING",false]],"joberrordict (class in genai.types)":[[0,"genai.types.JobErrorDict",false]],"jobstate (class in genai.types)":[[0,"genai.types.JobState",false]],"json_match_expression (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression",false]],"json_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.json_match_expression",false]],"json_path (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.json_path",false]],"json_path (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.json_path",false]],"json_schema (genai.types.schema property)":[[0,"genai.types.Schema.json_schema",false]],"jsonschema (genai.types.textresponseformat attribute)":[[0,"genai.types.TextResponseFormat.jsonSchema",false]],"jsonschematype (class in genai.types)":[[0,"genai.types.JSONSchemaType",false]],"judge_autorater_config (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.judge_autorater_config",false]],"judge_autorater_config (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.judge_autorater_config",false]],"judge_model_system_instruction (genai.types.metric attribute)":[[0,"genai.types.Metric.judge_model_system_instruction",false]],"judge_model_system_instruction (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.judge_model_system_instruction",false]],"key (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.key",false]],"key (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.key",false]],"key (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.key",false]],"key (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.key",false]],"key_name (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name",false]],"key_name (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.key_name",false]],"kms_key_name (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.kms_key_name",false]],"kms_key_name (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.kms_key_name",false]],"kms_key_name (genai.types.encryptionspec attribute)":[[0,"genai.types.EncryptionSpec.kms_key_name",false]],"kms_key_name (genai.types.encryptionspecdict attribute)":[[0,"genai.types.EncryptionSpecDict.kms_key_name",false]],"ko (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.ko",false]],"label (genai.types.entitylabel attribute)":[[0,"genai.types.EntityLabel.label",false]],"label (genai.types.entitylabeldict attribute)":[[0,"genai.types.EntityLabelDict.label",false]],"labels (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.labels",false]],"labels (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.labels",false]],"labels (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.labels",false]],"labels (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.labels",false]],"labels (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.labels",false]],"labels (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.labels",false]],"labels (genai.types.generatedimagemask attribute)":[[0,"genai.types.GeneratedImageMask.labels",false]],"labels (genai.types.generatedimagemaskdict attribute)":[[0,"genai.types.GeneratedImageMaskDict.labels",false]],"labels (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.labels",false]],"labels (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.labels",false]],"labels (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.labels",false]],"labels (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.labels",false]],"labels (genai.types.model attribute)":[[0,"genai.types.Model.labels",false]],"labels (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.labels",false]],"labels (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.labels",false]],"labels (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.labels",false]],"labels (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.labels",false]],"labels (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.labels",false]],"labels (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.labels",false]],"labels (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.labels",false]],"labels (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.labels",false]],"labels (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.labels",false]],"landscape (genai.types.videoorientation attribute)":[[0,"genai.types.VideoOrientation.LANDSCAPE",false]],"language (class in genai.types)":[[0,"genai.types.Language",false]],"language (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.language",false]],"language (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.language",false]],"language (genai.types.executablecode attribute)":[[0,"genai.types.ExecutableCode.language",false]],"language (genai.types.executablecodedict attribute)":[[0,"genai.types.ExecutableCodeDict.language",false]],"language (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.LANGUAGE",false]],"language (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.language",false]],"language (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.language",false]],"language_auto (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.language_auto",false]],"language_auto (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.language_auto",false]],"language_code (genai.types.retrievalconfig attribute)":[[0,"genai.types.RetrievalConfig.language_code",false]],"language_code (genai.types.retrievalconfigdict attribute)":[[0,"genai.types.RetrievalConfigDict.language_code",false]],"language_code (genai.types.speechconfig attribute)":[[0,"genai.types.SpeechConfig.language_code",false]],"language_code (genai.types.speechconfigdict attribute)":[[0,"genai.types.SpeechConfigDict.language_code",false]],"language_code (genai.types.transcription attribute)":[[0,"genai.types.Transcription.language_code",false]],"language_code (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.language_code",false]],"language_codes (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.language_codes",false]],"language_codes (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.language_codes",false]],"language_codes (genai.types.languagehints attribute)":[[0,"genai.types.LanguageHints.language_codes",false]],"language_codes (genai.types.languagehintsdict attribute)":[[0,"genai.types.LanguageHintsDict.language_codes",false]],"language_hints (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.language_hints",false]],"language_hints (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.language_hints",false]],"language_unspecified (genai.types.language attribute)":[[0,"genai.types.Language.LANGUAGE_UNSPECIFIED",false]],"languageautodict (class in genai.types)":[[0,"genai.types.LanguageAutoDict",false]],"languagehintsdict (class in genai.types)":[[0,"genai.types.LanguageHintsDict",false]],"last_consumed_client_message_index (genai.types.liveserversessionresumptionupdate attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index",false]],"last_consumed_client_message_index (genai.types.liveserversessionresumptionupdatedict attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict.last_consumed_client_message_index",false]],"last_frame (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.last_frame",false]],"last_frame (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.last_frame",false]],"last_page (genai.types.ragchunkpagespan attribute)":[[0,"genai.types.RagChunkPageSpan.last_page",false]],"last_page (genai.types.ragchunkpagespandict attribute)":[[0,"genai.types.RagChunkPageSpanDict.last_page",false]],"lat_lng (genai.types.retrievalconfig attribute)":[[0,"genai.types.RetrievalConfig.lat_lng",false]],"lat_lng (genai.types.retrievalconfigdict attribute)":[[0,"genai.types.RetrievalConfigDict.lat_lng",false]],"latitude (genai.types.latlng attribute)":[[0,"genai.types.LatLng.latitude",false]],"latitude (genai.types.latlngdict attribute)":[[0,"genai.types.LatLngDict.latitude",false]],"latlngdict (class in genai.types)":[[0,"genai.types.LatLngDict",false]],"learning_rate (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.learning_rate",false]],"learning_rate (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.learning_rate",false]],"learning_rate (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.learning_rate",false]],"learning_rate (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.learning_rate",false]],"learning_rate (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.learning_rate",false]],"learning_rate (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.learning_rate",false]],"learning_rate_multiplier (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.learning_rate_multiplier",false]],"left (genai.types.datasetdistributiondistributionbucket attribute)":[[0,"genai.types.DatasetDistributionDistributionBucket.left",false]],"left (genai.types.datasetdistributiondistributionbucketdict attribute)":[[0,"genai.types.DatasetDistributionDistributionBucketDict.left",false]],"left (genai.types.supervisedtuningdatasetdistributiondatasetbucket attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucket.left",false]],"left (genai.types.supervisedtuningdatasetdistributiondatasetbucketdict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict.left",false]],"legacy (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.LEGACY",false]],"legal_terms_and_agreements (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.LEGAL_TERMS_AND_AGREEMENTS",false]],"level (genai.types.partmediaresolution attribute)":[[0,"genai.types.PartMediaResolution.level",false]],"level (genai.types.partmediaresolutiondict attribute)":[[0,"genai.types.PartMediaResolutionDict.level",false]],"license (genai.types.citation attribute)":[[0,"genai.types.Citation.license",false]],"license (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.license",false]],"list() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.list",false]],"list() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.list",false]],"list() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.list",false]],"list() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.list",false]],"list() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.list",false]],"list() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.list",false]],"list() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.list",false]],"list() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.list",false]],"list() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.list",false]],"list() (genai.models.models method)":[[0,"genai.models.Models.list",false]],"list() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.list",false]],"list() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.list",false]],"list_environments() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.list_environments",false]],"list_environments() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.list_environments",false]],"list_executions() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.list_executions",false]],"list_executions() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.list_executions",false]],"listbatchjobsconfigdict (class in genai.types)":[[0,"genai.types.ListBatchJobsConfigDict",false]],"listbatchjobsresponsedict (class in genai.types)":[[0,"genai.types.ListBatchJobsResponseDict",false]],"listcachedcontentsconfigdict (class in genai.types)":[[0,"genai.types.ListCachedContentsConfigDict",false]],"listcachedcontentsresponsedict (class in genai.types)":[[0,"genai.types.ListCachedContentsResponseDict",false]],"listdocumentsconfigdict (class in genai.types)":[[0,"genai.types.ListDocumentsConfigDict",false]],"listdocumentsresponsedict (class in genai.types)":[[0,"genai.types.ListDocumentsResponseDict",false]],"listfilesconfigdict (class in genai.types)":[[0,"genai.types.ListFilesConfigDict",false]],"listfilesearchstoresconfigdict (class in genai.types)":[[0,"genai.types.ListFileSearchStoresConfigDict",false]],"listfilesearchstoresresponsedict (class in genai.types)":[[0,"genai.types.ListFileSearchStoresResponseDict",false]],"listfilesresponsedict (class in genai.types)":[[0,"genai.types.ListFilesResponseDict",false]],"listmodelsconfigdict (class in genai.types)":[[0,"genai.types.ListModelsConfigDict",false]],"listmodelsresponsedict (class in genai.types)":[[0,"genai.types.ListModelsResponseDict",false]],"listtuningjobsconfigdict (class in genai.types)":[[0,"genai.types.ListTuningJobsConfigDict",false]],"listtuningjobsresponsedict (class in genai.types)":[[0,"genai.types.ListTuningJobsResponseDict",false]],"live (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.live",false]],"live_connect_constraints (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.live_connect_constraints",false]],"live_connect_constraints (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.live_connect_constraints",false]],"liveclientcontentdict (class in genai.types)":[[0,"genai.types.LiveClientContentDict",false]],"liveclientmessagedict (class in genai.types)":[[0,"genai.types.LiveClientMessageDict",false]],"liveclientrealtimeinputdict (class in genai.types)":[[0,"genai.types.LiveClientRealtimeInputDict",false]],"liveclientsetupdict (class in genai.types)":[[0,"genai.types.LiveClientSetupDict",false]],"liveclienttoolresponsedict (class in genai.types)":[[0,"genai.types.LiveClientToolResponseDict",false]],"liveconnectconfigdict (class in genai.types)":[[0,"genai.types.LiveConnectConfigDict",false]],"liveconnectconstraintsdict (class in genai.types)":[[0,"genai.types.LiveConnectConstraintsDict",false]],"liveconnectparametersdict (class in genai.types)":[[0,"genai.types.LiveConnectParametersDict",false]],"livemusicclientcontentdict (class in genai.types)":[[0,"genai.types.LiveMusicClientContentDict",false]],"livemusicclientmessagedict (class in genai.types)":[[0,"genai.types.LiveMusicClientMessageDict",false]],"livemusicclientsetupdict (class in genai.types)":[[0,"genai.types.LiveMusicClientSetupDict",false]],"livemusicconnectparametersdict (class in genai.types)":[[0,"genai.types.LiveMusicConnectParametersDict",false]],"livemusicfilteredpromptdict (class in genai.types)":[[0,"genai.types.LiveMusicFilteredPromptDict",false]],"livemusicgenerationconfigdict (class in genai.types)":[[0,"genai.types.LiveMusicGenerationConfigDict",false]],"livemusicplaybackcontrol (class in genai.types)":[[0,"genai.types.LiveMusicPlaybackControl",false]],"livemusicservercontentdict (class in genai.types)":[[0,"genai.types.LiveMusicServerContentDict",false]],"livemusicservermessagedict (class in genai.types)":[[0,"genai.types.LiveMusicServerMessageDict",false]],"livemusicserversetupcompletedict (class in genai.types)":[[0,"genai.types.LiveMusicServerSetupCompleteDict",false]],"livemusicsetconfigparametersdict (class in genai.types)":[[0,"genai.types.LiveMusicSetConfigParametersDict",false]],"livemusicsetweightedpromptsparametersdict (class in genai.types)":[[0,"genai.types.LiveMusicSetWeightedPromptsParametersDict",false]],"livemusicsourcemetadatadict (class in genai.types)":[[0,"genai.types.LiveMusicSourceMetadataDict",false]],"livesendrealtimeinputparametersdict (class in genai.types)":[[0,"genai.types.LiveSendRealtimeInputParametersDict",false]],"liveservercontentdict (class in genai.types)":[[0,"genai.types.LiveServerContentDict",false]],"liveservergoawaydict (class in genai.types)":[[0,"genai.types.LiveServerGoAwayDict",false]],"liveservermessagedict (class in genai.types)":[[0,"genai.types.LiveServerMessageDict",false]],"liveserversessionresumptionupdatedict (class in genai.types)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict",false]],"liveserversetupcompletedict (class in genai.types)":[[0,"genai.types.LiveServerSetupCompleteDict",false]],"liveservertoolcallcancellationdict (class in genai.types)":[[0,"genai.types.LiveServerToolCallCancellationDict",false]],"liveservertoolcalldict (class in genai.types)":[[0,"genai.types.LiveServerToolCallDict",false]],"llm_based_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.llm_based_metric_spec",false]],"llm_based_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.llm_based_metric_spec",false]],"llm_ranker (genai.types.ragretrievalconfigranking attribute)":[[0,"genai.types.RagRetrievalConfigRanking.llm_ranker",false]],"llm_ranker (genai.types.ragretrievalconfigrankingdict attribute)":[[0,"genai.types.RagRetrievalConfigRankingDict.llm_ranker",false]],"llmbasedmetricspecdict (class in genai.types)":[[0,"genai.types.LLMBasedMetricSpecDict",false]],"location (genai.client.client attribute)":[[0,"genai.client.Client.location",false]],"lock_additional_fields (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.lock_additional_fields",false]],"lock_additional_fields (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.lock_additional_fields",false]],"log_probability (genai.types.logprobsresultcandidate attribute)":[[0,"genai.types.LogprobsResultCandidate.log_probability",false]],"log_probability (genai.types.logprobsresultcandidatedict attribute)":[[0,"genai.types.LogprobsResultCandidateDict.log_probability",false]],"log_probability_sum (genai.types.logprobsresult attribute)":[[0,"genai.types.LogprobsResult.log_probability_sum",false]],"log_probability_sum (genai.types.logprobsresultdict attribute)":[[0,"genai.types.LogprobsResultDict.log_probability_sum",false]],"logprobs (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.logprobs",false]],"logprobs (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.logprobs",false]],"logprobs (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.logprobs",false]],"logprobs (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.logprobs",false]],"logprobs_result (genai.types.candidate attribute)":[[0,"genai.types.Candidate.logprobs_result",false]],"logprobs_result (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.logprobs_result",false]],"logprobsresultcandidatedict (class in genai.types)":[[0,"genai.types.LogprobsResultCandidateDict",false]],"logprobsresultdict (class in genai.types)":[[0,"genai.types.LogprobsResultDict",false]],"logprobsresulttopcandidatesdict (class in genai.types)":[[0,"genai.types.LogprobsResultTopCandidatesDict",false]],"longitude (genai.types.latlng attribute)":[[0,"genai.types.LatLng.longitude",false]],"longitude (genai.types.latlngdict attribute)":[[0,"genai.types.LatLngDict.longitude",false]],"lossless (genai.types.videocompressionquality attribute)":[[0,"genai.types.VideoCompressionQuality.LOSSLESS",false]],"low (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.LOW",false]],"low (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.LOW",false]],"malformed_function_call (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.MALFORMED_FUNCTION_CALL",false]],"malformed_function_call (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.MALFORMED_FUNCTION_CALL",false]],"manual_mode (genai.types.generationconfigroutingconfig attribute)":[[0,"genai.types.GenerationConfigRoutingConfig.manual_mode",false]],"manual_mode (genai.types.generationconfigroutingconfigdict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigDict.manual_mode",false]],"maps (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.maps",false]],"maps (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.maps",false]],"mask (genai.types.generatedimagemask attribute)":[[0,"genai.types.GeneratedImageMask.mask",false]],"mask (genai.types.generatedimagemaskdict attribute)":[[0,"genai.types.GeneratedImageMaskDict.mask",false]],"mask (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.mask",false]],"mask (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.mask",false]],"mask_dilation (genai.types.maskreferenceconfig attribute)":[[0,"genai.types.MaskReferenceConfig.mask_dilation",false]],"mask_dilation (genai.types.maskreferenceconfigdict attribute)":[[0,"genai.types.MaskReferenceConfigDict.mask_dilation",false]],"mask_dilation (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.mask_dilation",false]],"mask_dilation (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.mask_dilation",false]],"mask_image_config (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.mask_image_config",false]],"mask_mode (genai.types.maskreferenceconfig attribute)":[[0,"genai.types.MaskReferenceConfig.mask_mode",false]],"mask_mode (genai.types.maskreferenceconfigdict attribute)":[[0,"genai.types.MaskReferenceConfigDict.mask_mode",false]],"mask_mode (genai.types.videogenerationmask attribute)":[[0,"genai.types.VideoGenerationMask.mask_mode",false]],"mask_mode (genai.types.videogenerationmaskdict attribute)":[[0,"genai.types.VideoGenerationMaskDict.mask_mode",false]],"mask_mode_background (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_BACKGROUND",false]],"mask_mode_default (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_DEFAULT",false]],"mask_mode_foreground (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_FOREGROUND",false]],"mask_mode_semantic (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_SEMANTIC",false]],"mask_mode_user_provided (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_USER_PROVIDED",false]],"maskreferenceconfigdict (class in genai.types)":[[0,"genai.types.MaskReferenceConfigDict",false]],"maskreferenceimagedict (class in genai.types)":[[0,"genai.types.MaskReferenceImageDict",false]],"maskreferencemode (class in genai.types)":[[0,"genai.types.MaskReferenceMode",false]],"match_operation (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation",false]],"match_operation (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.match_operation",false]],"match_operation_unspecified (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.MATCH_OPERATION_UNSPECIFIED",false]],"matchoperation (class in genai.types)":[[0,"genai.types.MatchOperation",false]],"max (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.max",false]],"max (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.max",false]],"max (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.max",false]],"max (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.max",false]],"max_delay (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.max_delay",false]],"max_delay (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.max_delay",false]],"max_items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.max_items",false]],"max_items (genai.types.schema attribute)":[[0,"genai.types.Schema.max_items",false]],"max_items (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.max_items",false]],"max_length (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.max_length",false]],"max_length (genai.types.schema attribute)":[[0,"genai.types.Schema.max_length",false]],"max_length (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.max_length",false]],"max_output_tokens (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.max_output_tokens",false]],"max_output_tokens (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.max_output_tokens",false]],"max_output_tokens (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.max_output_tokens",false]],"max_output_tokens (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.max_output_tokens",false]],"max_output_tokens (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.max_output_tokens",false]],"max_output_tokens (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.max_output_tokens",false]],"max_overlap_tokens (genai.types.whitespaceconfig attribute)":[[0,"genai.types.WhiteSpaceConfig.max_overlap_tokens",false]],"max_overlap_tokens (genai.types.whitespaceconfigdict attribute)":[[0,"genai.types.WhiteSpaceConfigDict.max_overlap_tokens",false]],"max_predictions (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.max_predictions",false]],"max_predictions (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.max_predictions",false]],"max_properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.max_properties",false]],"max_properties (genai.types.schema attribute)":[[0,"genai.types.Schema.max_properties",false]],"max_properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.max_properties",false]],"max_regeneration_reached (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.MAX_REGENERATION_REACHED",false]],"max_results (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.max_results",false]],"max_results (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.max_results",false]],"max_temperature (genai.types.model attribute)":[[0,"genai.types.Model.max_temperature",false]],"max_temperature (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.max_temperature",false]],"max_tokens (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.MAX_TOKENS",false]],"max_tokens_per_chunk (genai.types.whitespaceconfig attribute)":[[0,"genai.types.WhiteSpaceConfig.max_tokens_per_chunk",false]],"max_tokens_per_chunk (genai.types.whitespaceconfigdict attribute)":[[0,"genai.types.WhiteSpaceConfigDict.max_tokens_per_chunk",false]],"maximum (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MAXIMUM",false]],"maximum (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.maximum",false]],"maximum (genai.types.schema attribute)":[[0,"genai.types.Schema.maximum",false]],"maximum (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.maximum",false]],"maximum_remote_calls (genai.types.automaticfunctioncallingconfig attribute)":[[0,"genai.types.AutomaticFunctionCallingConfig.maximum_remote_calls",false]],"maximum_remote_calls (genai.types.automaticfunctioncallingconfigdict attribute)":[[0,"genai.types.AutomaticFunctionCallingConfigDict.maximum_remote_calls",false]],"mcp_servers (genai.types.tool attribute)":[[0,"genai.types.Tool.mcp_servers",false]],"mcp_servers (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.mcp_servers",false]],"mcpserverdict (class in genai.types)":[[0,"genai.types.McpServerDict",false]],"mean (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.mean",false]],"mean (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.mean",false]],"mean (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.mean",false]],"mean (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.mean",false]],"media (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.media",false]],"media (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.media",false]],"media_chunks (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.media_chunks",false]],"media_chunks (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.media_chunks",false]],"media_id (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.media_id",false]],"media_id (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.media_id",false]],"media_processing (genai.types.part attribute)":[[0,"genai.types.Part.media_processing",false]],"media_processing (genai.types.partdict attribute)":[[0,"genai.types.PartDict.media_processing",false]],"media_processing (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.MEDIA_PROCESSING",false]],"media_processing_unspecified (genai.types.mediaprocessing attribute)":[[0,"genai.types.MediaProcessing.MEDIA_PROCESSING_UNSPECIFIED",false]],"media_resolution (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.media_resolution",false]],"media_resolution (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.media_resolution",false]],"media_resolution (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.media_resolution",false]],"media_resolution (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.media_resolution",false]],"media_resolution (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.media_resolution",false]],"media_resolution (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.media_resolution",false]],"media_resolution (genai.types.part attribute)":[[0,"genai.types.Part.media_resolution",false]],"media_resolution (genai.types.partdict attribute)":[[0,"genai.types.PartDict.media_resolution",false]],"media_resolution_high (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_HIGH",false]],"media_resolution_high (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_HIGH",false]],"media_resolution_low (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_LOW",false]],"media_resolution_low (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_LOW",false]],"media_resolution_medium (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_MEDIUM",false]],"media_resolution_medium (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_MEDIUM",false]],"media_resolution_ultra_high (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_ULTRA_HIGH",false]],"media_resolution_unspecified (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_UNSPECIFIED",false]],"media_resolution_unspecified (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_UNSPECIFIED",false]],"mediamodality (class in genai.types)":[[0,"genai.types.MediaModality",false]],"median (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MEDIAN",false]],"median (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.median",false]],"median (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.median",false]],"median (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.median",false]],"median (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.median",false]],"mediaprocessing (class in genai.types)":[[0,"genai.types.MediaProcessing",false]],"mediaresolution (class in genai.types)":[[0,"genai.types.MediaResolution",false]],"medium (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.MEDIUM",false]],"medium (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.MEDIUM",false]],"message (genai.types.filestatus attribute)":[[0,"genai.types.FileStatus.message",false]],"message (genai.types.filestatusdict attribute)":[[0,"genai.types.FileStatusDict.message",false]],"message (genai.types.googlerpcstatus attribute)":[[0,"genai.types.GoogleRpcStatus.message",false]],"message (genai.types.googlerpcstatusdict attribute)":[[0,"genai.types.GoogleRpcStatusDict.message",false]],"message (genai.types.joberror attribute)":[[0,"genai.types.JobError.message",false]],"message (genai.types.joberrordict attribute)":[[0,"genai.types.JobErrorDict.message",false]],"message (genai.types.modelstatus attribute)":[[0,"genai.types.ModelStatus.message",false]],"message (genai.types.modelstatusdict attribute)":[[0,"genai.types.ModelStatusDict.message",false]],"metadata (genai.types.embedcontentresponse attribute)":[[0,"genai.types.EmbedContentResponse.metadata",false]],"metadata (genai.types.embedcontentresponsedict attribute)":[[0,"genai.types.EmbedContentResponseDict.metadata",false]],"metadata (genai.types.inlinedembedcontentresponse attribute)":[[0,"genai.types.InlinedEmbedContentResponse.metadata",false]],"metadata (genai.types.inlinedembedcontentresponsedict attribute)":[[0,"genai.types.InlinedEmbedContentResponseDict.metadata",false]],"metadata (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.metadata",false]],"metadata (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.metadata",false]],"metadata (genai.types.inlinedresponse attribute)":[[0,"genai.types.InlinedResponse.metadata",false]],"metadata (genai.types.inlinedresponsedict attribute)":[[0,"genai.types.InlinedResponseDict.metadata",false]],"metadata (genai.types.operation attribute)":[[0,"genai.types.Operation.metadata",false]],"metadata (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.metadata",false]],"metadata (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.metadata",false]],"metadata (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.metadata",false]],"metadata (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.metadata",false]],"metadata_filter (genai.types.filesearch attribute)":[[0,"genai.types.FileSearch.metadata_filter",false]],"metadata_filter (genai.types.filesearchdict attribute)":[[0,"genai.types.FileSearchDict.metadata_filter",false]],"metadata_filter (genai.types.ragretrievalconfigfilter attribute)":[[0,"genai.types.RagRetrievalConfigFilter.metadata_filter",false]],"metadata_filter (genai.types.ragretrievalconfigfilterdict attribute)":[[0,"genai.types.RagRetrievalConfigFilterDict.metadata_filter",false]],"method (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.method",false]],"method (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.method",false]],"method (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.method",false]],"method (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.method",false]],"method (genai.types.safetysetting attribute)":[[0,"genai.types.SafetySetting.method",false]],"method (genai.types.safetysettingdict attribute)":[[0,"genai.types.SafetySettingDict.method",false]],"metric_prompt_template (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.metric_prompt_template",false]],"metric_prompt_template (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.metric_prompt_template",false]],"metric_prompt_template (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.metric_prompt_template",false]],"metric_prompt_template (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.metric_prompt_template",false]],"metric_prompt_template (genai.types.pointwisemetricspec attribute)":[[0,"genai.types.PointwiseMetricSpec.metric_prompt_template",false]],"metric_prompt_template (genai.types.pointwisemetricspecdict attribute)":[[0,"genai.types.PointwiseMetricSpecDict.metric_prompt_template",false]],"metric_spec_name (genai.types.predefinedmetricspec attribute)":[[0,"genai.types.PredefinedMetricSpec.metric_spec_name",false]],"metric_spec_name (genai.types.predefinedmetricspecdict attribute)":[[0,"genai.types.PredefinedMetricSpecDict.metric_spec_name",false]],"metric_spec_parameters (genai.types.predefinedmetricspec attribute)":[[0,"genai.types.PredefinedMetricSpec.metric_spec_parameters",false]],"metric_spec_parameters (genai.types.predefinedmetricspecdict attribute)":[[0,"genai.types.PredefinedMetricSpecDict.metric_spec_parameters",false]],"metricdict (class in genai.types)":[[0,"genai.types.MetricDict",false]],"metrics (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.metrics",false]],"metrics (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.metrics",false]],"mime_type (genai.types.audiochunk attribute)":[[0,"genai.types.AudioChunk.mime_type",false]],"mime_type (genai.types.audiochunkdict attribute)":[[0,"genai.types.AudioChunkDict.mime_type",false]],"mime_type (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.mime_type",false]],"mime_type (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.mime_type",false]],"mime_type (genai.types.blob attribute)":[[0,"genai.types.Blob.mime_type",false]],"mime_type (genai.types.blobdict attribute)":[[0,"genai.types.BlobDict.mime_type",false]],"mime_type (genai.types.document attribute)":[[0,"genai.types.Document.mime_type",false]],"mime_type (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.mime_type",false]],"mime_type (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.mime_type",false]],"mime_type (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.mime_type",false]],"mime_type (genai.types.file attribute)":[[0,"genai.types.File.mime_type",false]],"mime_type (genai.types.filedata attribute)":[[0,"genai.types.FileData.mime_type",false]],"mime_type (genai.types.filedatadict attribute)":[[0,"genai.types.FileDataDict.mime_type",false]],"mime_type (genai.types.filedict attribute)":[[0,"genai.types.FileDict.mime_type",false]],"mime_type (genai.types.functionresponseblob attribute)":[[0,"genai.types.FunctionResponseBlob.mime_type",false]],"mime_type (genai.types.functionresponseblobdict attribute)":[[0,"genai.types.FunctionResponseBlobDict.mime_type",false]],"mime_type (genai.types.functionresponsefiledata attribute)":[[0,"genai.types.FunctionResponseFileData.mime_type",false]],"mime_type (genai.types.functionresponsefiledatadict attribute)":[[0,"genai.types.FunctionResponseFileDataDict.mime_type",false]],"mime_type (genai.types.image attribute)":[[0,"genai.types.Image.mime_type",false]],"mime_type (genai.types.imageconfigimageoutputoptions attribute)":[[0,"genai.types.ImageConfigImageOutputOptions.mime_type",false]],"mime_type (genai.types.imageconfigimageoutputoptionsdict attribute)":[[0,"genai.types.ImageConfigImageOutputOptionsDict.mime_type",false]],"mime_type (genai.types.imagedict attribute)":[[0,"genai.types.ImageDict.mime_type",false]],"mime_type (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.mime_type",false]],"mime_type (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.mime_type",false]],"mime_type (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.mime_type",false]],"mime_type (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.mime_type",false]],"mime_type (genai.types.textresponseformat attribute)":[[0,"genai.types.TextResponseFormat.mime_type",false]],"mime_type (genai.types.textresponseformatdict attribute)":[[0,"genai.types.TextResponseFormatDict.mime_type",false]],"mime_type (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.mime_type",false]],"mime_type (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.mime_type",false]],"mime_type (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.mime_type",false]],"mime_type (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.mime_type",false]],"mime_type (genai.types.video attribute)":[[0,"genai.types.Video.mime_type",false]],"mime_type (genai.types.videodict attribute)":[[0,"genai.types.VideoDict.mime_type",false]],"min (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.min",false]],"min (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.min",false]],"min (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.min",false]],"min (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.min",false]],"min_items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.min_items",false]],"min_items (genai.types.schema attribute)":[[0,"genai.types.Schema.min_items",false]],"min_items (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.min_items",false]],"min_length (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.min_length",false]],"min_length (genai.types.schema attribute)":[[0,"genai.types.Schema.min_length",false]],"min_length (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.min_length",false]],"min_properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.min_properties",false]],"min_properties (genai.types.schema attribute)":[[0,"genai.types.Schema.min_properties",false]],"min_properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.min_properties",false]],"minimal (genai.types.reinforcementtuningthinkinglevel attribute)":[[0,"genai.types.ReinforcementTuningThinkingLevel.MINIMAL",false]],"minimal (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.MINIMAL",false]],"minimum (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MINIMUM",false]],"minimum (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.minimum",false]],"minimum (genai.types.schema attribute)":[[0,"genai.types.Schema.minimum",false]],"minimum (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.minimum",false]],"modality (class in genai.types)":[[0,"genai.types.Modality",false]],"modality (genai.types.modalitytokencount attribute)":[[0,"genai.types.ModalityTokenCount.modality",false]],"modality (genai.types.modalitytokencountdict attribute)":[[0,"genai.types.ModalityTokenCountDict.modality",false]],"modality_unspecified (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.MODALITY_UNSPECIFIED",false]],"modality_unspecified (genai.types.modality attribute)":[[0,"genai.types.Modality.MODALITY_UNSPECIFIED",false]],"modalitytokencountdict (class in genai.types)":[[0,"genai.types.ModalityTokenCountDict",false]],"mode (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MODE",false]],"mode (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.mode",false]],"mode (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.mode",false]],"mode (genai.types.dynamicretrievalconfig attribute)":[[0,"genai.types.DynamicRetrievalConfig.mode",false]],"mode (genai.types.dynamicretrievalconfigdict attribute)":[[0,"genai.types.DynamicRetrievalConfigDict.mode",false]],"mode (genai.types.functioncallingconfig attribute)":[[0,"genai.types.FunctionCallingConfig.mode",false]],"mode (genai.types.functioncallingconfigdict attribute)":[[0,"genai.types.FunctionCallingConfigDict.mode",false]],"mode (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.mode",false]],"mode (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.mode",false]],"mode_dynamic (genai.types.dynamicretrievalconfigmode attribute)":[[0,"genai.types.DynamicRetrievalConfigMode.MODE_DYNAMIC",false]],"mode_unspecified (genai.types.audiotranscriptionconfigmode attribute)":[[0,"genai.types.AudioTranscriptionConfigMode.MODE_UNSPECIFIED",false]],"mode_unspecified (genai.types.dynamicretrievalconfigmode attribute)":[[0,"genai.types.DynamicRetrievalConfigMode.MODE_UNSPECIFIED",false]],"mode_unspecified (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.MODE_UNSPECIFIED",false]],"model (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.model",false]],"model (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.model",false]],"model (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.model",false]],"model (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.model",false]],"model (genai.types.embedcontentparameters attribute)":[[0,"genai.types.EmbedContentParameters.model",false]],"model (genai.types.embedcontentparametersdict attribute)":[[0,"genai.types.EmbedContentParametersDict.model",false]],"model (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.model",false]],"model (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.model",false]],"model (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.model",false]],"model (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.model",false]],"model (genai.types.liveconnectconstraints attribute)":[[0,"genai.types.LiveConnectConstraints.model",false]],"model (genai.types.liveconnectconstraintsdict attribute)":[[0,"genai.types.LiveConnectConstraintsDict.model",false]],"model (genai.types.liveconnectparameters attribute)":[[0,"genai.types.LiveConnectParameters.model",false]],"model (genai.types.liveconnectparametersdict attribute)":[[0,"genai.types.LiveConnectParametersDict.model",false]],"model (genai.types.livemusicclientsetup attribute)":[[0,"genai.types.LiveMusicClientSetup.model",false]],"model (genai.types.livemusicclientsetupdict attribute)":[[0,"genai.types.LiveMusicClientSetupDict.model",false]],"model (genai.types.livemusicconnectparameters attribute)":[[0,"genai.types.LiveMusicConnectParameters.model",false]],"model (genai.types.livemusicconnectparametersdict attribute)":[[0,"genai.types.LiveMusicConnectParametersDict.model",false]],"model (genai.types.tunedmodel attribute)":[[0,"genai.types.TunedModel.model",false]],"model (genai.types.tunedmodeldict attribute)":[[0,"genai.types.TunedModelDict.model",false]],"model (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.model",false]],"model (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.model",false]],"model_armor (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.MODEL_ARMOR",false]],"model_armor_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.model_armor_config",false]],"model_armor_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.model_armor_config",false]],"model_name (genai.types.generationconfigroutingconfigmanualroutingmode attribute)":[[0,"genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name",false]],"model_name (genai.types.generationconfigroutingconfigmanualroutingmodedict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigManualRoutingModeDict.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingllmranker attribute)":[[0,"genai.types.RagRetrievalConfigRankingLlmRanker.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingllmrankerdict attribute)":[[0,"genai.types.RagRetrievalConfigRankingLlmRankerDict.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingrankservice attribute)":[[0,"genai.types.RagRetrievalConfigRankingRankService.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingrankservicedict attribute)":[[0,"genai.types.RagRetrievalConfigRankingRankServiceDict.model_name",false]],"model_post_init() (genai.types.image method)":[[0,"genai.types.Image.model_post_init",false]],"model_post_init() (genai.types.metric method)":[[0,"genai.types.Metric.model_post_init",false]],"model_routing_preference (genai.types.generationconfigroutingconfigautoroutingmode attribute)":[[0,"genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference",false]],"model_routing_preference (genai.types.generationconfigroutingconfigautoroutingmodedict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict.model_routing_preference",false]],"model_selection_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.model_selection_config",false]],"model_selection_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.model_selection_config",false]],"model_selection_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.model_selection_config",false]],"model_selection_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.model_selection_config",false]],"model_stage (genai.types.modelstatus attribute)":[[0,"genai.types.ModelStatus.model_stage",false]],"model_stage (genai.types.modelstatusdict attribute)":[[0,"genai.types.ModelStatusDict.model_stage",false]],"model_stage_unspecified (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.MODEL_STAGE_UNSPECIFIED",false]],"model_status (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.model_status",false]],"model_status (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.model_status",false]],"model_turn (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.model_turn",false]],"model_turn (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.model_turn",false]],"model_version (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.model_version",false]],"model_version (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.model_version",false]],"modelarmorconfigdict (class in genai.types)":[[0,"genai.types.ModelArmorConfigDict",false]],"modeldict (class in genai.types)":[[0,"genai.types.ModelDict",false]],"models (class in genai.models)":[[0,"genai.models.Models",false]],"models (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.models",false]],"models (genai.client.client property)":[[0,"genai.client.Client.models",false]],"models (genai.types.listmodelsresponse attribute)":[[0,"genai.types.ListModelsResponse.models",false]],"models (genai.types.listmodelsresponsedict attribute)":[[0,"genai.types.ListModelsResponseDict.models",false]],"modelselectionconfigdict (class in genai.types)":[[0,"genai.types.ModelSelectionConfigDict",false]],"modelstage (class in genai.types)":[[0,"genai.types.ModelStage",false]],"modelstatusdict (class in genai.types)":[[0,"genai.types.ModelStatusDict",false]],"module":[[0,"module-genai.client",false],[0,"module-genai.live",false],[0,"module-genai.models",false],[0,"module-genai.tokens",false],[0,"module-genai.tunings",false],[0,"module-genai.types",false]],"month (genai.types.googletypedate attribute)":[[0,"genai.types.GoogleTypeDate.month",false]],"month (genai.types.googletypedatedict attribute)":[[0,"genai.types.GoogleTypeDateDict.month",false]],"multi_speaker_voice_config (genai.types.speechconfig attribute)":[[0,"genai.types.SpeechConfig.multi_speaker_voice_config",false]],"multi_speaker_voice_config (genai.types.speechconfigdict attribute)":[[0,"genai.types.SpeechConfigDict.multi_speaker_voice_config",false]],"multispeakervoiceconfigdict (class in genai.types)":[[0,"genai.types.MultiSpeakerVoiceConfigDict",false]],"music (genai.live.asynclive property)":[[0,"genai.live.AsyncLive.music",false]],"music_generation_config (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.music_generation_config",false]],"music_generation_config (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.music_generation_config",false]],"music_generation_config (genai.types.livemusicsetconfigparameters attribute)":[[0,"genai.types.LiveMusicSetConfigParameters.music_generation_config",false]],"music_generation_config (genai.types.livemusicsetconfigparametersdict attribute)":[[0,"genai.types.LiveMusicSetConfigParametersDict.music_generation_config",false]],"music_generation_config (genai.types.livemusicsourcemetadata attribute)":[[0,"genai.types.LiveMusicSourceMetadata.music_generation_config",false]],"music_generation_config (genai.types.livemusicsourcemetadatadict attribute)":[[0,"genai.types.LiveMusicSourceMetadataDict.music_generation_config",false]],"music_generation_mode (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.music_generation_mode",false]],"music_generation_mode (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.music_generation_mode",false]],"music_generation_mode_unspecified (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.MUSIC_GENERATION_MODE_UNSPECIFIED",false]],"musicgenerationmode (class in genai.types)":[[0,"genai.types.MusicGenerationMode",false]],"mute_bass (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.mute_bass",false]],"mute_bass (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.mute_bass",false]],"mute_drums (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.mute_drums",false]],"mute_drums (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.mute_drums",false]],"name (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.name",false]],"name (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.name",false]],"name (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.name",false]],"name (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.name",false]],"name (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.name",false]],"name (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.name",false]],"name (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.name",false]],"name (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.name",false]],"name (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.name",false]],"name (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.name",false]],"name (genai.types.document attribute)":[[0,"genai.types.Document.name",false]],"name (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.name",false]],"name (genai.types.endpoint attribute)":[[0,"genai.types.Endpoint.name",false]],"name (genai.types.endpointdict attribute)":[[0,"genai.types.EndpointDict.name",false]],"name (genai.types.file attribute)":[[0,"genai.types.File.name",false]],"name (genai.types.filedict attribute)":[[0,"genai.types.FileDict.name",false]],"name (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.name",false]],"name (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.name",false]],"name (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.name",false]],"name (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.name",false]],"name (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.name",false]],"name (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.name",false]],"name (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.name",false]],"name (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.name",false]],"name (genai.types.mcpserver attribute)":[[0,"genai.types.McpServer.name",false]],"name (genai.types.mcpserverdict attribute)":[[0,"genai.types.McpServerDict.name",false]],"name (genai.types.metric attribute)":[[0,"genai.types.Metric.name",false]],"name (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.name",false]],"name (genai.types.model attribute)":[[0,"genai.types.Model.name",false]],"name (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.name",false]],"name (genai.types.operation attribute)":[[0,"genai.types.Operation.name",false]],"name (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.name",false]],"name (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.name",false]],"name (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.name",false]],"name (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.name",false]],"name (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.name",false]],"name (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.name",false]],"name (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.name",false]],"name (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.name",false]],"name (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.name",false]],"name (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.name",false]],"need_more_input (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.NEED_MORE_INPUT",false]],"negative_prompt (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.negative_prompt",false]],"negative_prompt (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.negative_prompt",false]],"negative_prompt (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.negative_prompt",false]],"negative_prompt (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.negative_prompt",false]],"negative_prompt (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.negative_prompt",false]],"negative_prompt (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.negative_prompt",false]],"negligible (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.NEGLIGIBLE",false]],"new_handle (genai.types.liveserversessionresumptionupdate attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdate.new_handle",false]],"new_handle (genai.types.liveserversessionresumptionupdatedict attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict.new_handle",false]],"new_session_expire_time (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.new_session_expire_time",false]],"new_session_expire_time (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.new_session_expire_time",false]],"new_session_expire_time (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.new_session_expire_time",false]],"new_session_expire_time (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.new_session_expire_time",false]],"next_page_token (genai.types.listbatchjobsresponse attribute)":[[0,"genai.types.ListBatchJobsResponse.next_page_token",false]],"next_page_token (genai.types.listbatchjobsresponsedict attribute)":[[0,"genai.types.ListBatchJobsResponseDict.next_page_token",false]],"next_page_token (genai.types.listcachedcontentsresponse attribute)":[[0,"genai.types.ListCachedContentsResponse.next_page_token",false]],"next_page_token (genai.types.listcachedcontentsresponsedict attribute)":[[0,"genai.types.ListCachedContentsResponseDict.next_page_token",false]],"next_page_token (genai.types.listdocumentsresponse attribute)":[[0,"genai.types.ListDocumentsResponse.next_page_token",false]],"next_page_token (genai.types.listdocumentsresponsedict attribute)":[[0,"genai.types.ListDocumentsResponseDict.next_page_token",false]],"next_page_token (genai.types.listfilesearchstoresresponse attribute)":[[0,"genai.types.ListFileSearchStoresResponse.next_page_token",false]],"next_page_token (genai.types.listfilesearchstoresresponsedict attribute)":[[0,"genai.types.ListFileSearchStoresResponseDict.next_page_token",false]],"next_page_token (genai.types.listfilesresponse attribute)":[[0,"genai.types.ListFilesResponse.next_page_token",false]],"next_page_token (genai.types.listfilesresponsedict attribute)":[[0,"genai.types.ListFilesResponseDict.next_page_token",false]],"next_page_token (genai.types.listmodelsresponse attribute)":[[0,"genai.types.ListModelsResponse.next_page_token",false]],"next_page_token (genai.types.listmodelsresponsedict attribute)":[[0,"genai.types.ListModelsResponseDict.next_page_token",false]],"next_page_token (genai.types.listtuningjobsresponse attribute)":[[0,"genai.types.ListTuningJobsResponse.next_page_token",false]],"next_page_token (genai.types.listtuningjobsresponsedict attribute)":[[0,"genai.types.ListTuningJobsResponseDict.next_page_token",false]],"nl_question_answer (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.NL_QUESTION_ANSWER",false]],"no_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.NO_AUTH",false]],"no_image (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.NO_IMAGE",false]],"no_interruption (genai.types.activityhandling attribute)":[[0,"genai.types.ActivityHandling.NO_INTERRUPTION",false]],"non_blocking (genai.types.behavior attribute)":[[0,"genai.types.Behavior.NON_BLOCKING",false]],"none (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.NONE",false]],"null (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.NULL",false]],"null (genai.types.type attribute)":[[0,"genai.types.Type.NULL",false]],"null_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.null_value",false]],"null_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.null_value",false]],"nullable (genai.types.schema attribute)":[[0,"genai.types.Schema.nullable",false]],"nullable (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.nullable",false]],"num_hits (genai.types.externalapielasticsearchparams attribute)":[[0,"genai.types.ExternalApiElasticSearchParams.num_hits",false]],"num_hits (genai.types.externalapielasticsearchparamsdict attribute)":[[0,"genai.types.ExternalApiElasticSearchParamsDict.num_hits",false]],"num_tokens (genai.types.partmediaresolution attribute)":[[0,"genai.types.PartMediaResolution.num_tokens",false]],"num_tokens (genai.types.partmediaresolutiondict attribute)":[[0,"genai.types.PartMediaResolutionDict.num_tokens",false]],"number (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.NUMBER",false]],"number (genai.types.type attribute)":[[0,"genai.types.Type.NUMBER",false]],"number_of_images (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.number_of_images",false]],"number_of_images (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.number_of_images",false]],"number_of_images (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.number_of_images",false]],"number_of_images (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.number_of_images",false]],"number_of_images (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.number_of_images",false]],"number_of_images (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.number_of_images",false]],"number_of_videos (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.number_of_videos",false]],"number_of_videos (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.number_of_videos",false]],"number_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.number_value",false]],"number_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.number_value",false]],"numeric_value (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.numeric_value",false]],"numeric_value (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.numeric_value",false]],"numeric_value (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.numeric_value",false]],"numeric_value (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.numeric_value",false]],"oauth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.OAUTH",false]],"oauth_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.oauth_config",false]],"oauth_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.oauth_config",false]],"object (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.OBJECT",false]],"object (genai.types.type attribute)":[[0,"genai.types.Type.OBJECT",false]],"off (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.OFF",false]],"oidc_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.OIDC_AUTH",false]],"oidc_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.oidc_config",false]],"oidc_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.oidc_config",false]],"on_demand (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND",false]],"on_demand_flex (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND_FLEX",false]],"on_demand_priority (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND_PRIORITY",false]],"one_of (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.one_of",false]],"only_bass_and_drums (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.only_bass_and_drums",false]],"only_bass_and_drums (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.only_bass_and_drums",false]],"operation (class in genai.types)":[[0,"genai.types.Operation",false]],"operation_name (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.operation_name",false]],"operation_name (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.operation_name",false]],"operations (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.operations",false]],"operations (genai.client.client property)":[[0,"genai.client.Client.operations",false]],"optimized (genai.types.videocompressionquality attribute)":[[0,"genai.types.VideoCompressionQuality.OPTIMIZED",false]],"other (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.OTHER",false]],"other (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.OTHER",false]],"outcome (class in genai.types)":[[0,"genai.types.Outcome",false]],"outcome (genai.types.codeexecutionresult attribute)":[[0,"genai.types.CodeExecutionResult.outcome",false]],"outcome (genai.types.codeexecutionresultdict attribute)":[[0,"genai.types.CodeExecutionResultDict.outcome",false]],"outcome_deadline_exceeded (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_DEADLINE_EXCEEDED",false]],"outcome_failed (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_FAILED",false]],"outcome_ok (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_OK",false]],"outcome_unspecified (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_UNSPECIFIED",false]],"outpaint (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.OUTPAINT",false]],"output (genai.types.codeexecutionresult attribute)":[[0,"genai.types.CodeExecutionResult.output",false]],"output (genai.types.codeexecutionresultdict attribute)":[[0,"genai.types.CodeExecutionResultDict.output",false]],"output (genai.types.tuningexample attribute)":[[0,"genai.types.TuningExample.output",false]],"output (genai.types.tuningexampledict attribute)":[[0,"genai.types.TuningExampleDict.output",false]],"output_audio_transcription (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.output_audio_transcription",false]],"output_audio_transcription (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.output_audio_transcription",false]],"output_audio_transcription (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.output_audio_transcription",false]],"output_audio_transcription (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.output_audio_transcription",false]],"output_compression_quality (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.output_compression_quality",false]],"output_compression_quality (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.output_compression_quality",false]],"output_config (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.output_config",false]],"output_config (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.output_config",false]],"output_dimensionality (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.output_dimensionality",false]],"output_dimensionality (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.output_dimensionality",false]],"output_gcs_uri (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.output_gcs_uri",false]],"output_image_ip_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.OUTPUT_IMAGE_IP_PROHIBITED",false]],"output_info (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.output_info",false]],"output_info (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.output_info",false]],"output_info (genai.types.evaluatedatasetresponse attribute)":[[0,"genai.types.EvaluateDatasetResponse.output_info",false]],"output_info (genai.types.evaluatedatasetresponsedict attribute)":[[0,"genai.types.EvaluateDatasetResponseDict.output_info",false]],"output_mime_type (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.output_mime_type",false]],"output_mime_type (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.output_mime_type",false]],"output_mime_type (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.output_mime_type",false]],"output_mime_type (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.output_mime_type",false]],"output_mime_type (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.output_mime_type",false]],"output_mime_type (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.output_mime_type",false]],"output_mime_type (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.output_mime_type",false]],"output_mime_type (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.output_mime_type",false]],"output_mime_type (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.output_mime_type",false]],"output_mime_type (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.output_mime_type",false]],"output_token_limit (genai.types.model attribute)":[[0,"genai.types.Model.output_token_limit",false]],"output_token_limit (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.output_token_limit",false]],"output_transcription (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.output_transcription",false]],"output_transcription (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.output_transcription",false]],"output_uri (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.output_uri",false]],"output_uri (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.output_uri",false]],"output_uri (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.output_uri",false]],"output_uri (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.output_uri",false]],"output_uri_prefix (genai.types.gcsdestination attribute)":[[0,"genai.types.GcsDestination.output_uri_prefix",false]],"output_uri_prefix (genai.types.gcsdestinationdict attribute)":[[0,"genai.types.GcsDestinationDict.output_uri_prefix",false]],"outputconfigdict (class in genai.types)":[[0,"genai.types.OutputConfigDict",false]],"outputinfodict (class in genai.types)":[[0,"genai.types.OutputInfoDict",false]],"overall_reward (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.overall_reward",false]],"overall_reward (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.overall_reward",false]],"override_replay_id (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.override_replay_id",false]],"override_replay_id (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.override_replay_id",false]],"overwritten_threshold (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.overwritten_threshold",false]],"overwritten_threshold (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.overwritten_threshold",false]],"p5 (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.p5",false]],"p5 (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.p5",false]],"p5 (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.p5",false]],"p5 (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.p5",false]],"p95 (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.p95",false]],"p95 (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.p95",false]],"p95 (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.p95",false]],"p95 (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.p95",false]],"pad (genai.types.imageresizemode attribute)":[[0,"genai.types.ImageResizeMode.PAD",false]],"page_number (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.page_number",false]],"page_number (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.page_number",false]],"page_size (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.page_size",false]],"page_size (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.page_size",false]],"page_size (genai.types.listcachedcontentsconfig attribute)":[[0,"genai.types.ListCachedContentsConfig.page_size",false]],"page_size (genai.types.listcachedcontentsconfigdict attribute)":[[0,"genai.types.ListCachedContentsConfigDict.page_size",false]],"page_size (genai.types.listdocumentsconfig attribute)":[[0,"genai.types.ListDocumentsConfig.page_size",false]],"page_size (genai.types.listdocumentsconfigdict attribute)":[[0,"genai.types.ListDocumentsConfigDict.page_size",false]],"page_size (genai.types.listfilesconfig attribute)":[[0,"genai.types.ListFilesConfig.page_size",false]],"page_size (genai.types.listfilesconfigdict attribute)":[[0,"genai.types.ListFilesConfigDict.page_size",false]],"page_size (genai.types.listfilesearchstoresconfig attribute)":[[0,"genai.types.ListFileSearchStoresConfig.page_size",false]],"page_size (genai.types.listfilesearchstoresconfigdict attribute)":[[0,"genai.types.ListFileSearchStoresConfigDict.page_size",false]],"page_size (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.page_size",false]],"page_size (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.page_size",false]],"page_size (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.page_size",false]],"page_size (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.page_size",false]],"page_span (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.page_span",false]],"page_span (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.page_span",false]],"page_token (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.page_token",false]],"page_token (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.page_token",false]],"page_token (genai.types.listcachedcontentsconfig attribute)":[[0,"genai.types.ListCachedContentsConfig.page_token",false]],"page_token (genai.types.listcachedcontentsconfigdict attribute)":[[0,"genai.types.ListCachedContentsConfigDict.page_token",false]],"page_token (genai.types.listdocumentsconfig attribute)":[[0,"genai.types.ListDocumentsConfig.page_token",false]],"page_token (genai.types.listdocumentsconfigdict attribute)":[[0,"genai.types.ListDocumentsConfigDict.page_token",false]],"page_token (genai.types.listfilesconfig attribute)":[[0,"genai.types.ListFilesConfig.page_token",false]],"page_token (genai.types.listfilesconfigdict attribute)":[[0,"genai.types.ListFilesConfigDict.page_token",false]],"page_token (genai.types.listfilesearchstoresconfig attribute)":[[0,"genai.types.ListFileSearchStoresConfig.page_token",false]],"page_token (genai.types.listfilesearchstoresconfigdict attribute)":[[0,"genai.types.ListFileSearchStoresConfigDict.page_token",false]],"page_token (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.page_token",false]],"page_token (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.page_token",false]],"page_token (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.page_token",false]],"page_token (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.page_token",false]],"pairwise_choice (genai.types.pairwisemetricresult attribute)":[[0,"genai.types.PairwiseMetricResult.pairwise_choice",false]],"pairwise_choice (genai.types.pairwisemetricresultdict attribute)":[[0,"genai.types.PairwiseMetricResultDict.pairwise_choice",false]],"pairwise_choice_unspecified (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.PAIRWISE_CHOICE_UNSPECIFIED",false]],"pairwise_metric_result (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.pairwise_metric_result",false]],"pairwise_metric_result (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.pairwise_metric_result",false]],"pairwisechoice (class in genai.types)":[[0,"genai.types.PairwiseChoice",false]],"pairwisemetricresultdict (class in genai.types)":[[0,"genai.types.PairwiseMetricResultDict",false]],"pairwisemetricspecdict (class in genai.types)":[[0,"genai.types.PairwiseMetricSpecDict",false]],"parallel_ai_search (genai.types.tool attribute)":[[0,"genai.types.Tool.parallel_ai_search",false]],"parallel_ai_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.parallel_ai_search",false]],"parameter_names (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.parameter_names",false]],"parameter_names (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.parameter_names",false]],"parameters (genai.types.computationbasedmetricspec attribute)":[[0,"genai.types.ComputationBasedMetricSpec.parameters",false]],"parameters (genai.types.computationbasedmetricspecdict attribute)":[[0,"genai.types.ComputationBasedMetricSpecDict.parameters",false]],"parameters (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.parameters",false]],"parameters (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.parameters",false]],"parameters (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.parameters",false]],"parameters (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.parameters",false]],"parameters_json_schema (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.parameters_json_schema",false]],"parameters_json_schema (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.parameters_json_schema",false]],"parent (genai.types.importfileresponse attribute)":[[0,"genai.types.ImportFileResponse.parent",false]],"parent (genai.types.importfileresponsedict attribute)":[[0,"genai.types.ImportFileResponseDict.parent",false]],"parent (genai.types.uploadtofilesearchstoreresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResponse.parent",false]],"parent (genai.types.uploadtofilesearchstoreresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResponseDict.parent",false]],"parse_and_reduce_fn (genai.types.metric attribute)":[[0,"genai.types.Metric.parse_and_reduce_fn",false]],"parse_and_reduce_fn (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.parse_and_reduce_fn",false]],"parse_response_config (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.parse_response_config",false]],"parse_response_config (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.parse_response_config",false]],"parse_type (genai.types.reinforcementtuningparseresponseconfig attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfig.parse_type",false]],"parse_type (genai.types.reinforcementtuningparseresponseconfigdict attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfigDict.parse_type",false]],"parsed (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.parsed",false]],"parsed_response_conversion_scorer (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer",false]],"parsed_response_conversion_scorer (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.parsed_response_conversion_scorer",false]],"parsing_function (genai.types.evaluationparserconfigcustomcodeparserconfig attribute)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function",false]],"parsing_function (genai.types.evaluationparserconfigcustomcodeparserconfigdict attribute)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function",false]],"part_index (genai.types.segment attribute)":[[0,"genai.types.Segment.part_index",false]],"part_index (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.part_index",false]],"part_metadata (genai.types.part attribute)":[[0,"genai.types.Part.part_metadata",false]],"part_metadata (genai.types.partdict attribute)":[[0,"genai.types.PartDict.part_metadata",false]],"partdict (class in genai.types)":[[0,"genai.types.PartDict",false]],"partial_args (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.partial_args",false]],"partial_args (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.partial_args",false]],"partial_match (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.PARTIAL_MATCH",false]],"partialargdict (class in genai.types)":[[0,"genai.types.PartialArgDict",false]],"partmediaresolutiondict (class in genai.types)":[[0,"genai.types.PartMediaResolutionDict",false]],"partmediaresolutionlevel (class in genai.types)":[[0,"genai.types.PartMediaResolutionLevel",false]],"partner_model_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.partner_model_tuning_spec",false]],"partner_model_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.partner_model_tuning_spec",false]],"partnermodeltuningspecdict (class in genai.types)":[[0,"genai.types.PartnerModelTuningSpecDict",false]],"parts (genai.types.content attribute)":[[0,"genai.types.Content.parts",false]],"parts (genai.types.contentdict attribute)":[[0,"genai.types.ContentDict.parts",false]],"parts (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.parts",false]],"parts (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.parts",false]],"parts (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.parts",false]],"parts (genai.types.modelcontent attribute)":[[0,"genai.types.ModelContent.parts",false]],"parts (genai.types.usercontent attribute)":[[0,"genai.types.UserContent.parts",false]],"pattern (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.pattern",false]],"pattern (genai.types.schema attribute)":[[0,"genai.types.Schema.pattern",false]],"pattern (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.pattern",false]],"pause (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.PAUSE",false]],"pending_documents_count (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.pending_documents_count",false]],"pending_documents_count (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.pending_documents_count",false]],"percentile_p90 (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.PERCENTILE_P90",false]],"percentile_p95 (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.PERCENTILE_P95",false]],"percentile_p99 (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.PERCENTILE_P99",false]],"person_generation (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.person_generation",false]],"person_generation (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.person_generation",false]],"person_generation (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.person_generation",false]],"person_generation (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.person_generation",false]],"person_generation (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.person_generation",false]],"person_generation (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.person_generation",false]],"person_generation (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.person_generation",false]],"person_generation (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.person_generation",false]],"person_generation (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.person_generation",false]],"person_generation (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.person_generation",false]],"person_generation (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.person_generation",false]],"person_generation (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.person_generation",false]],"person_image (genai.types.recontextimagesource attribute)":[[0,"genai.types.RecontextImageSource.person_image",false]],"person_image (genai.types.recontextimagesourcedict attribute)":[[0,"genai.types.RecontextImageSourceDict.person_image",false]],"persongeneration (class in genai.types)":[[0,"genai.types.PersonGeneration",false]],"phish_block_threshold_unspecified (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.PHISH_BLOCK_THRESHOLD_UNSPECIFIED",false]],"phishblockthreshold (class in genai.types)":[[0,"genai.types.PhishBlockThreshold",false]],"photo_uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattribution attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri",false]],"photo_uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattributiondict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.photo_uri",false]],"ping() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.ping",false]],"ping() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.ping",false]],"pipeline_job (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.pipeline_job",false]],"pipeline_job (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.pipeline_job",false]],"pipeline_root_directory (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.pipeline_root_directory",false]],"pipeline_root_directory (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.pipeline_root_directory",false]],"place_answer_sources (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.place_answer_sources",false]],"place_answer_sources (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.place_answer_sources",false]],"place_id (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.place_id",false]],"place_id (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.place_id",false]],"places (genai.types.googlemapsgroundingtypes attribute)":[[0,"genai.types.GoogleMapsGroundingTypes.places",false]],"places (genai.types.googlemapsgroundingtypesdict attribute)":[[0,"genai.types.GoogleMapsGroundingTypesDict.places",false]],"play (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.PLAY",false]],"playback_control (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.playback_control",false]],"playback_control (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.playback_control",false]],"playback_control_unspecified (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.PLAYBACK_CONTROL_UNSPECIFIED",false]],"pointwise_metric_result (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.pointwise_metric_result",false]],"pointwise_metric_result (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.pointwise_metric_result",false]],"pointwise_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.pointwise_metric_spec",false]],"pointwise_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.pointwise_metric_spec",false]],"pointwisemetricresultdict (class in genai.types)":[[0,"genai.types.PointwiseMetricResultDict",false]],"pointwisemetricspecdict (class in genai.types)":[[0,"genai.types.PointwiseMetricSpecDict",false]],"portrait (genai.types.videoorientation attribute)":[[0,"genai.types.VideoOrientation.PORTRAIT",false]],"positive_prompt_safety_attributes (genai.types.generateimagesresponse attribute)":[[0,"genai.types.GenerateImagesResponse.positive_prompt_safety_attributes",false]],"positive_prompt_safety_attributes (genai.types.generateimagesresponsedict attribute)":[[0,"genai.types.GenerateImagesResponseDict.positive_prompt_safety_attributes",false]],"pre_tuned_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.pre_tuned_model",false]],"pre_tuned_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.pre_tuned_model",false]],"pre_tuned_model_checkpoint_id (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id",false]],"pre_tuned_model_checkpoint_id (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.pre_tuned_model_checkpoint_id",false]],"prebuilt_voice_config (genai.types.voiceconfig attribute)":[[0,"genai.types.VoiceConfig.prebuilt_voice_config",false]],"prebuilt_voice_config (genai.types.voiceconfigdict attribute)":[[0,"genai.types.VoiceConfigDict.prebuilt_voice_config",false]],"prebuiltvoiceconfigdict (class in genai.types)":[[0,"genai.types.PrebuiltVoiceConfigDict",false]],"predefined_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.predefined_metric_spec",false]],"predefined_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.predefined_metric_spec",false]],"predefined_rubric_generation_spec (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec",false]],"predefined_rubric_generation_spec (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.predefined_rubric_generation_spec",false]],"predefinedmetricspecdict (class in genai.types)":[[0,"genai.types.PredefinedMetricSpecDict",false]],"predict (genai.types.embeddingapitype attribute)":[[0,"genai.types.EmbeddingApiType.PREDICT",false]],"preference_optimization_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.preference_optimization_data_stats",false]],"preference_optimization_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.preference_optimization_data_stats",false]],"preference_optimization_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.preference_optimization_spec",false]],"preference_optimization_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.preference_optimization_spec",false]],"preference_tuning (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.PREFERENCE_TUNING",false]],"preferenceoptimizationdatastatsdict (class in genai.types)":[[0,"genai.types.PreferenceOptimizationDataStatsDict",false]],"preferenceoptimizationhyperparametersdict (class in genai.types)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict",false]],"preferenceoptimizationspecdict (class in genai.types)":[[0,"genai.types.PreferenceOptimizationSpecDict",false]],"prefix_padding_ms (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.prefix_padding_ms",false]],"prefix_padding_ms (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.prefix_padding_ms",false]],"presence_penalty (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.presence_penalty",false]],"presence_penalty (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.presence_penalty",false]],"presence_penalty (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.presence_penalty",false]],"presence_penalty (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.presence_penalty",false]],"pretunedmodeldict (class in genai.types)":[[0,"genai.types.PreTunedModelDict",false]],"preview (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.PREVIEW",false]],"prioritize_cost (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.PRIORITIZE_COST",false]],"prioritize_quality (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.PRIORITIZE_QUALITY",false]],"priority (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.PRIORITY",false]],"proactive_audio (genai.types.proactivityconfig attribute)":[[0,"genai.types.ProactivityConfig.proactive_audio",false]],"proactive_audio (genai.types.proactivityconfigdict attribute)":[[0,"genai.types.ProactivityConfigDict.proactive_audio",false]],"proactivity (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.proactivity",false]],"proactivity (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.proactivity",false]],"proactivity (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.proactivity",false]],"proactivity (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.proactivity",false]],"proactivityconfigdict (class in genai.types)":[[0,"genai.types.ProactivityConfigDict",false]],"probability (genai.types.harmblockmethod attribute)":[[0,"genai.types.HarmBlockMethod.PROBABILITY",false]],"probability (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.probability",false]],"probability (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.probability",false]],"probability_score (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.probability_score",false]],"probability_score (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.probability_score",false]],"processing (genai.types.filestate attribute)":[[0,"genai.types.FileState.PROCESSING",false]],"product_image (genai.types.productimage attribute)":[[0,"genai.types.ProductImage.product_image",false]],"product_image (genai.types.productimagedict attribute)":[[0,"genai.types.ProductImageDict.product_image",false]],"product_images (genai.types.recontextimagesource attribute)":[[0,"genai.types.RecontextImageSource.product_images",false]],"product_images (genai.types.recontextimagesourcedict attribute)":[[0,"genai.types.RecontextImageSourceDict.product_images",false]],"productimagedict (class in genai.types)":[[0,"genai.types.ProductImageDict",false]],"prohibited_content (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.PROHIBITED_CONTENT",false]],"prohibited_content (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.PROHIBITED_CONTENT",false]],"prohibited_input_content (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.PROHIBITED_INPUT_CONTENT",false]],"project (genai.client.client attribute)":[[0,"genai.client.Client.project",false]],"projectoperationdict (class in genai.types)":[[0,"genai.types.ProjectOperationDict",false]],"prominent_people (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.prominent_people",false]],"prominent_people (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.prominent_people",false]],"prominent_people_unspecified (genai.types.prominentpeople attribute)":[[0,"genai.types.ProminentPeople.PROMINENT_PEOPLE_UNSPECIFIED",false]],"prominentpeople (class in genai.types)":[[0,"genai.types.ProminentPeople",false]],"prompt (genai.types.generatevideossource attribute)":[[0,"genai.types.GenerateVideosSource.prompt",false]],"prompt (genai.types.generatevideossourcedict attribute)":[[0,"genai.types.GenerateVideosSourceDict.prompt",false]],"prompt (genai.types.recontextimagesource attribute)":[[0,"genai.types.RecontextImageSource.prompt",false]],"prompt (genai.types.recontextimagesourcedict attribute)":[[0,"genai.types.RecontextImageSourceDict.prompt",false]],"prompt (genai.types.segmentimagesource attribute)":[[0,"genai.types.SegmentImageSource.prompt",false]],"prompt (genai.types.segmentimagesourcedict attribute)":[[0,"genai.types.SegmentImageSourceDict.prompt",false]],"prompt (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.PROMPT",false]],"prompt_dataset_uri (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.prompt_dataset_uri",false]],"prompt_dataset_uri (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.prompt_dataset_uri",false]],"prompt_dataset_uri (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.prompt_dataset_uri",false]],"prompt_dataset_uri (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.prompt_dataset_uri",false]],"prompt_feedback (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.prompt_feedback",false]],"prompt_feedback (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.prompt_feedback",false]],"prompt_template (genai.types.metric attribute)":[[0,"genai.types.Metric.prompt_template",false]],"prompt_template (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.prompt_template",false]],"prompt_template (genai.types.rubricgenerationspec attribute)":[[0,"genai.types.RubricGenerationSpec.prompt_template",false]],"prompt_template (genai.types.rubricgenerationspecdict attribute)":[[0,"genai.types.RubricGenerationSpecDict.prompt_template",false]],"prompt_template_name (genai.types.modelarmorconfig attribute)":[[0,"genai.types.ModelArmorConfig.prompt_template_name",false]],"prompt_template_name (genai.types.modelarmorconfigdict attribute)":[[0,"genai.types.ModelArmorConfigDict.prompt_template_name",false]],"prompt_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.prompt_token_count",false]],"prompt_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.prompt_token_count",false]],"prompt_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.prompt_token_count",false]],"prompt_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.prompt_token_count",false]],"prompt_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details",false]],"prompt_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.prompt_tokens_details",false]],"prompt_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.prompt_tokens_details",false]],"prompt_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.prompt_tokens_details",false]],"properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.properties",false]],"properties (genai.types.schema attribute)":[[0,"genai.types.Schema.properties",false]],"properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.properties",false]],"property (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.PROPERTY",false]],"property_ordering (genai.types.schema attribute)":[[0,"genai.types.Schema.property_ordering",false]],"property_ordering (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.property_ordering",false]],"provisioned_throughput (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.PROVISIONED_THROUGHPUT",false]],"pt (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.pt",false]],"publication_date (genai.types.citation attribute)":[[0,"genai.types.Citation.publication_date",false]],"publication_date (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.publication_date",false]],"pubsub_topic (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.pubsub_topic",false]],"pubsub_topic (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.pubsub_topic",false]],"python (genai.types.language attribute)":[[0,"genai.types.Language.PYTHON",false]],"python_code_assertion (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.PYTHON_CODE_ASSERTION",false]],"python_code_snippet (genai.types.reinforcementtuningcodeexecutionrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet",false]],"python_code_snippet (genai.types.reinforcementtuningcodeexecutionrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningCodeExecutionRewardScorerDict.python_code_snippet",false]],"quality (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.QUALITY",false]],"query_base (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.query_base",false]],"query_base (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.query_base",false]],"rag_chunk (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.rag_chunk",false]],"rag_chunk (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.rag_chunk",false]],"rag_corpora (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.rag_corpora",false]],"rag_corpora (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.rag_corpora",false]],"rag_corpus (genai.types.vertexragstoreragresource attribute)":[[0,"genai.types.VertexRagStoreRagResource.rag_corpus",false]],"rag_corpus (genai.types.vertexragstoreragresourcedict attribute)":[[0,"genai.types.VertexRagStoreRagResourceDict.rag_corpus",false]],"rag_file_ids (genai.types.vertexragstoreragresource attribute)":[[0,"genai.types.VertexRagStoreRagResource.rag_file_ids",false]],"rag_file_ids (genai.types.vertexragstoreragresourcedict attribute)":[[0,"genai.types.VertexRagStoreRagResourceDict.rag_file_ids",false]],"rag_resources (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.rag_resources",false]],"rag_resources (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.rag_resources",false]],"rag_retrieval_config (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.rag_retrieval_config",false]],"rag_retrieval_config (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.rag_retrieval_config",false]],"ragchunkdict (class in genai.types)":[[0,"genai.types.RagChunkDict",false]],"ragchunkpagespandict (class in genai.types)":[[0,"genai.types.RagChunkPageSpanDict",false]],"ragretrievalconfigdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigDict",false]],"ragretrievalconfigfilterdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigFilterDict",false]],"ragretrievalconfighybridsearchdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigHybridSearchDict",false]],"ragretrievalconfigrankingdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigRankingDict",false]],"ragretrievalconfigrankingllmrankerdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigRankingLlmRankerDict",false]],"ragretrievalconfigrankingrankservicedict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigRankingRankServiceDict",false]],"rai_filtered_reason (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.rai_filtered_reason",false]],"rai_filtered_reason (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.rai_filtered_reason",false]],"rai_media_filtered_count (genai.types.generatevideosresponse attribute)":[[0,"genai.types.GenerateVideosResponse.rai_media_filtered_count",false]],"rai_media_filtered_count (genai.types.generatevideosresponsedict attribute)":[[0,"genai.types.GenerateVideosResponseDict.rai_media_filtered_count",false]],"rai_media_filtered_reasons (genai.types.generatevideosresponse attribute)":[[0,"genai.types.GenerateVideosResponse.rai_media_filtered_reasons",false]],"rai_media_filtered_reasons (genai.types.generatevideosresponsedict attribute)":[[0,"genai.types.GenerateVideosResponseDict.rai_media_filtered_reasons",false]],"rank_service (genai.types.ragretrievalconfigranking attribute)":[[0,"genai.types.RagRetrievalConfigRanking.rank_service",false]],"rank_service (genai.types.ragretrievalconfigrankingdict attribute)":[[0,"genai.types.RagRetrievalConfigRankingDict.rank_service",false]],"ranking (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.ranking",false]],"ranking (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.ranking",false]],"raw_output (genai.types.rawoutput attribute)":[[0,"genai.types.RawOutput.raw_output",false]],"raw_output (genai.types.rawoutputdict attribute)":[[0,"genai.types.RawOutputDict.raw_output",false]],"raw_outputs (genai.types.customoutput attribute)":[[0,"genai.types.CustomOutput.raw_outputs",false]],"raw_outputs (genai.types.customoutputdict attribute)":[[0,"genai.types.CustomOutputDict.raw_outputs",false]],"rawoutputdict (class in genai.types)":[[0,"genai.types.RawOutputDict",false]],"rawreferenceimagedict (class in genai.types)":[[0,"genai.types.RawReferenceImageDict",false]],"realtime_input (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.realtime_input",false]],"realtime_input (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.realtime_input",false]],"realtime_input_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.realtime_input_config",false]],"realtime_input_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.realtime_input_config",false]],"realtimeinputconfigdict (class in genai.types)":[[0,"genai.types.RealtimeInputConfigDict",false]],"receive() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.receive",false]],"recitation (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.RECITATION",false]],"recontext_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.recontext_image",false]],"recontext_image() (genai.models.models method)":[[0,"genai.models.Models.recontext_image",false]],"recontextimageconfigdict (class in genai.types)":[[0,"genai.types.RecontextImageConfigDict",false]],"recontextimageresponsedict (class in genai.types)":[[0,"genai.types.RecontextImageResponseDict",false]],"recontextimagesourcedict (class in genai.types)":[[0,"genai.types.RecontextImageSourceDict",false]],"ref (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.ref",false]],"ref (genai.types.schema attribute)":[[0,"genai.types.Schema.ref",false]],"ref (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.ref",false]],"reference_id (genai.types.contentreferenceimage attribute)":[[0,"genai.types.ContentReferenceImage.reference_id",false]],"reference_id (genai.types.contentreferenceimagedict attribute)":[[0,"genai.types.ContentReferenceImageDict.reference_id",false]],"reference_id (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.reference_id",false]],"reference_id (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.reference_id",false]],"reference_id (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.reference_id",false]],"reference_id (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.reference_id",false]],"reference_id (genai.types.rawreferenceimage attribute)":[[0,"genai.types.RawReferenceImage.reference_id",false]],"reference_id (genai.types.rawreferenceimagedict attribute)":[[0,"genai.types.RawReferenceImageDict.reference_id",false]],"reference_id (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.reference_id",false]],"reference_id (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.reference_id",false]],"reference_id (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.reference_id",false]],"reference_id (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.reference_id",false]],"reference_image (genai.types.contentreferenceimage attribute)":[[0,"genai.types.ContentReferenceImage.reference_image",false]],"reference_image (genai.types.contentreferenceimagedict attribute)":[[0,"genai.types.ContentReferenceImageDict.reference_image",false]],"reference_image (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.reference_image",false]],"reference_image (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.reference_image",false]],"reference_image (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.reference_image",false]],"reference_image (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.reference_image",false]],"reference_image (genai.types.rawreferenceimage attribute)":[[0,"genai.types.RawReferenceImage.reference_image",false]],"reference_image (genai.types.rawreferenceimagedict attribute)":[[0,"genai.types.RawReferenceImageDict.reference_image",false]],"reference_image (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.reference_image",false]],"reference_image (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.reference_image",false]],"reference_image (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.reference_image",false]],"reference_image (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.reference_image",false]],"reference_images (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.reference_images",false]],"reference_images (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.reference_images",false]],"reference_type (genai.types.contentreferenceimage attribute)":[[0,"genai.types.ContentReferenceImage.reference_type",false]],"reference_type (genai.types.contentreferenceimagedict attribute)":[[0,"genai.types.ContentReferenceImageDict.reference_type",false]],"reference_type (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.reference_type",false]],"reference_type (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.reference_type",false]],"reference_type (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.reference_type",false]],"reference_type (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.reference_type",false]],"reference_type (genai.types.rawreferenceimage attribute)":[[0,"genai.types.RawReferenceImage.reference_type",false]],"reference_type (genai.types.rawreferenceimagedict attribute)":[[0,"genai.types.RawReferenceImageDict.reference_type",false]],"reference_type (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.reference_type",false]],"reference_type (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.reference_type",false]],"reference_type (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.reference_type",false]],"reference_type (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.reference_type",false]],"reference_type (genai.types.videogenerationreferenceimage attribute)":[[0,"genai.types.VideoGenerationReferenceImage.reference_type",false]],"reference_type (genai.types.videogenerationreferenceimagedict attribute)":[[0,"genai.types.VideoGenerationReferenceImageDict.reference_type",false]],"references (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.references",false]],"references (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.references",false]],"regex_contains (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.REGEX_CONTAINS",false]],"regex_extract (genai.types.responseparsetype attribute)":[[0,"genai.types.ResponseParseType.REGEX_EXTRACT",false]],"regex_extract_expression (genai.types.reinforcementtuningparseresponseconfig attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression",false]],"regex_extract_expression (genai.types.reinforcementtuningparseresponseconfigdict attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfigDict.regex_extract_expression",false]],"registered (genai.types.filesource attribute)":[[0,"genai.types.FileSource.REGISTERED",false]],"registerfilesconfigdict (class in genai.types)":[[0,"genai.types.RegisterFilesConfigDict",false]],"registerfilesresponsedict (class in genai.types)":[[0,"genai.types.RegisterFilesResponseDict",false]],"regular (genai.types.tuningspeed attribute)":[[0,"genai.types.TuningSpeed.REGULAR",false]],"reinforcement_tuning (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.REINFORCEMENT_TUNING",false]],"reinforcement_tuning_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.reinforcement_tuning_data_stats",false]],"reinforcement_tuning_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.reinforcement_tuning_data_stats",false]],"reinforcement_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.reinforcement_tuning_spec",false]],"reinforcement_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.reinforcement_tuning_spec",false]],"reinforcement_tuning_thinking_level_unspecified (genai.types.reinforcementtuningthinkinglevel attribute)":[[0,"genai.types.ReinforcementTuningThinkingLevel.REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED",false]],"reinforcement_tuning_user_dataset_examples (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples",false]],"reinforcement_tuning_user_dataset_examples (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.reinforcement_tuning_user_dataset_examples",false]],"reinforcementtuningautoraterscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict",false]],"reinforcementtuningautoraterscorerexactmatchscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict",false]],"reinforcementtuningautoraterscorerparsedresponseconversionscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict",false]],"reinforcementtuningcloudrunrewardscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningCloudRunRewardScorerDict",false]],"reinforcementtuningcodeexecutionrewardscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningCodeExecutionRewardScorerDict",false]],"reinforcementtuningexampledict (class in genai.types)":[[0,"genai.types.ReinforcementTuningExampleDict",false]],"reinforcementtuninghyperparametersdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningHyperParametersDict",false]],"reinforcementtuningparseresponseconfigdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningParseResponseConfigDict",false]],"reinforcementtuningrewardinfodict (class in genai.types)":[[0,"genai.types.ReinforcementTuningRewardInfoDict",false]],"reinforcementtuningspecdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningSpecDict",false]],"reinforcementtuningstringmatchrewardscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict",false]],"reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict (class in genai.types)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict",false]],"reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict (class in genai.types)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict",false]],"reinforcementtuningthinkinglevel (class in genai.types)":[[0,"genai.types.ReinforcementTuningThinkingLevel",false]],"reinforcementtuninguserdatasetexamplesdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningUserDatasetExamplesDict",false]],"relative_publish_time_description (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description",false]],"relative_publish_time_description (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.relative_publish_time_description",false]],"remove (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.REMOVE",false]],"remove_static (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.REMOVE_STATIC",false]],"rendered_content (genai.types.searchentrypoint attribute)":[[0,"genai.types.SearchEntryPoint.rendered_content",false]],"rendered_content (genai.types.searchentrypointdict attribute)":[[0,"genai.types.SearchEntryPointDict.rendered_content",false]],"rendered_parts (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.rendered_parts",false]],"rendered_parts (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.rendered_parts",false]],"replay_id (genai.client.debugconfig attribute)":[[0,"genai.client.DebugConfig.replay_id",false]],"replay_id (genai.types.replayfile attribute)":[[0,"genai.types.ReplayFile.replay_id",false]],"replay_id (genai.types.replayfiledict attribute)":[[0,"genai.types.ReplayFileDict.replay_id",false]],"replayfiledict (class in genai.types)":[[0,"genai.types.ReplayFileDict",false]],"replayinteractiondict (class in genai.types)":[[0,"genai.types.ReplayInteractionDict",false]],"replayrequestdict (class in genai.types)":[[0,"genai.types.ReplayRequestDict",false]],"replayresponsedict (class in genai.types)":[[0,"genai.types.ReplayResponseDict",false]],"replays_directory (genai.client.debugconfig attribute)":[[0,"genai.client.DebugConfig.replays_directory",false]],"replicated_voice_config (genai.types.voiceconfig attribute)":[[0,"genai.types.VoiceConfig.replicated_voice_config",false]],"replicated_voice_config (genai.types.voiceconfigdict attribute)":[[0,"genai.types.VoiceConfigDict.replicated_voice_config",false]],"replicatedvoiceconfigdict (class in genai.types)":[[0,"genai.types.ReplicatedVoiceConfigDict",false]],"request (genai.types.replayinteraction attribute)":[[0,"genai.types.ReplayInteraction.request",false]],"request (genai.types.replayinteractiondict attribute)":[[0,"genai.types.ReplayInteractionDict.request",false]],"required (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.required",false]],"required (genai.types.schema attribute)":[[0,"genai.types.Schema.required",false]],"required (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.required",false]],"requires_action (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.REQUIRES_ACTION",false]],"reset_context (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.RESET_CONTEXT",false]],"resize_mode (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.resize_mode",false]],"resize_mode (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.resize_mode",false]],"resolution (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.resolution",false]],"resolution (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.resolution",false]],"resourcescope (class in genai.types)":[[0,"genai.types.ResourceScope",false]],"response (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.response",false]],"response (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.response",false]],"response (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.response",false]],"response (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.response",false]],"response (genai.types.generatevideosoperation attribute)":[[0,"genai.types.GenerateVideosOperation.response",false]],"response (genai.types.importfileoperation attribute)":[[0,"genai.types.ImportFileOperation.response",false]],"response (genai.types.inlinedembedcontentresponse attribute)":[[0,"genai.types.InlinedEmbedContentResponse.response",false]],"response (genai.types.inlinedembedcontentresponsedict attribute)":[[0,"genai.types.InlinedEmbedContentResponseDict.response",false]],"response (genai.types.inlinedresponse attribute)":[[0,"genai.types.InlinedResponse.response",false]],"response (genai.types.inlinedresponsedict attribute)":[[0,"genai.types.InlinedResponseDict.response",false]],"response (genai.types.replayinteraction attribute)":[[0,"genai.types.ReplayInteraction.response",false]],"response (genai.types.replayinteractiondict attribute)":[[0,"genai.types.ReplayInteractionDict.response",false]],"response (genai.types.toolresponse attribute)":[[0,"genai.types.ToolResponse.response",false]],"response (genai.types.toolresponsedict attribute)":[[0,"genai.types.ToolResponseDict.response",false]],"response (genai.types.uploadtofilesearchstoreoperation attribute)":[[0,"genai.types.UploadToFileSearchStoreOperation.response",false]],"response_format (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_format",false]],"response_format (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_format",false]],"response_id (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.response_id",false]],"response_id (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.response_id",false]],"response_json_schema (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.response_json_schema",false]],"response_json_schema (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.response_json_schema",false]],"response_json_schema (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_json_schema",false]],"response_json_schema (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_json_schema",false]],"response_json_schema (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_json_schema",false]],"response_json_schema (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_json_schema",false]],"response_logprobs (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_logprobs",false]],"response_logprobs (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_logprobs",false]],"response_logprobs (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_logprobs",false]],"response_logprobs (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_logprobs",false]],"response_mime_type (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_mime_type",false]],"response_mime_type (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_mime_type",false]],"response_mime_type (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_mime_type",false]],"response_mime_type (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_mime_type",false]],"response_modalities (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_modalities",false]],"response_modalities (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_modalities",false]],"response_modalities (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_modalities",false]],"response_modalities (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_modalities",false]],"response_modalities (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.response_modalities",false]],"response_modalities (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.response_modalities",false]],"response_parse_type_unspecified (genai.types.responseparsetype attribute)":[[0,"genai.types.ResponseParseType.RESPONSE_PARSE_TYPE_UNSPECIFIED",false]],"response_rejected (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.RESPONSE_REJECTED",false]],"response_schema (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_schema",false]],"response_schema (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_schema",false]],"response_schema (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_schema",false]],"response_schema (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_schema",false]],"response_template_name (genai.types.modelarmorconfig attribute)":[[0,"genai.types.ModelArmorConfig.response_template_name",false]],"response_template_name (genai.types.modelarmorconfigdict attribute)":[[0,"genai.types.ModelArmorConfigDict.response_template_name",false]],"response_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.response_token_count",false]],"response_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.response_token_count",false]],"response_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.response_tokens_details",false]],"response_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.response_tokens_details",false]],"responseformatdict (class in genai.types)":[[0,"genai.types.ResponseFormatDict",false]],"responseparsetype (class in genai.types)":[[0,"genai.types.ResponseParseType",false]],"result (genai.types.generatevideosoperation attribute)":[[0,"genai.types.GenerateVideosOperation.result",false]],"result_parser_config (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.result_parser_config",false]],"result_parser_config (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.result_parser_config",false]],"resumable (genai.types.liveserversessionresumptionupdate attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdate.resumable",false]],"resumable (genai.types.liveserversessionresumptionupdatedict attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict.resumable",false]],"retired (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.RETIRED",false]],"retirement_time (genai.types.modelstatus attribute)":[[0,"genai.types.ModelStatus.retirement_time",false]],"retirement_time (genai.types.modelstatusdict attribute)":[[0,"genai.types.ModelStatusDict.retirement_time",false]],"retrieval (genai.types.tool attribute)":[[0,"genai.types.Tool.retrieval",false]],"retrieval (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.retrieval",false]],"retrieval_config (genai.types.toolconfig attribute)":[[0,"genai.types.ToolConfig.retrieval_config",false]],"retrieval_config (genai.types.toolconfigdict attribute)":[[0,"genai.types.ToolConfigDict.retrieval_config",false]],"retrieval_metadata (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.retrieval_metadata",false]],"retrieval_metadata (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.retrieval_metadata",false]],"retrieval_queries (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.retrieval_queries",false]],"retrieval_queries (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.retrieval_queries",false]],"retrievalconfigdict (class in genai.types)":[[0,"genai.types.RetrievalConfigDict",false]],"retrievaldict (class in genai.types)":[[0,"genai.types.RetrievalDict",false]],"retrievalmetadatadict (class in genai.types)":[[0,"genai.types.RetrievalMetadataDict",false]],"retrieved_context (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.retrieved_context",false]],"retrieved_context (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.retrieved_context",false]],"retrieved_url (genai.types.urlmetadata attribute)":[[0,"genai.types.UrlMetadata.retrieved_url",false]],"retrieved_url (genai.types.urlmetadatadict attribute)":[[0,"genai.types.UrlMetadataDict.retrieved_url",false]],"retry_options (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.retry_options",false]],"retry_options (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.retry_options",false]],"return_raw_output (genai.types.customoutputformatconfig attribute)":[[0,"genai.types.CustomOutputFormatConfig.return_raw_output",false]],"return_raw_output (genai.types.customoutputformatconfigdict attribute)":[[0,"genai.types.CustomOutputFormatConfigDict.return_raw_output",false]],"return_raw_output (genai.types.metric attribute)":[[0,"genai.types.Metric.return_raw_output",false]],"return_raw_output (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.return_raw_output",false]],"review (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review",false]],"review (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review",false]],"review_id (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id",false]],"review_id (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review_id",false]],"review_snippet (genai.types.groundingchunkmapsplaceanswersources attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet",false]],"review_snippet (genai.types.groundingchunkmapsplaceanswersourcesdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippet",false]],"review_snippets (genai.types.groundingchunkmapsplaceanswersources attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets",false]],"review_snippets (genai.types.groundingchunkmapsplaceanswersourcesdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippets",false]],"reward (genai.types.reinforcementtuningrewardinfo attribute)":[[0,"genai.types.ReinforcementTuningRewardInfo.reward",false]],"reward (genai.types.reinforcementtuningrewardinfodict attribute)":[[0,"genai.types.ReinforcementTuningRewardInfoDict.reward",false]],"reward_config (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfig attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config",false]],"reward_config (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfigdict attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.reward_config",false]],"reward_config (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.reward_config",false]],"reward_config (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.reward_config",false]],"reward_info_details (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.reward_info_details",false]],"reward_info_details (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.reward_info_details",false]],"reward_name (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.reward_name",false]],"reward_name (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.reward_name",false]],"right (genai.types.datasetdistributiondistributionbucket attribute)":[[0,"genai.types.DatasetDistributionDistributionBucket.right",false]],"right (genai.types.datasetdistributiondistributionbucketdict attribute)":[[0,"genai.types.DatasetDistributionDistributionBucketDict.right",false]],"right (genai.types.supervisedtuningdatasetdistributiondatasetbucket attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucket.right",false]],"right (genai.types.supervisedtuningdatasetdistributiondatasetbucketdict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict.right",false]],"role (genai.types.content attribute)":[[0,"genai.types.Content.role",false]],"role (genai.types.contentdict attribute)":[[0,"genai.types.ContentDict.role",false]],"role (genai.types.modelcontent attribute)":[[0,"genai.types.ModelContent.role",false]],"role (genai.types.tokensinfo attribute)":[[0,"genai.types.TokensInfo.role",false]],"role (genai.types.tokensinfodict attribute)":[[0,"genai.types.TokensInfoDict.role",false]],"role (genai.types.usercontent attribute)":[[0,"genai.types.UserContent.role",false]],"rotate_signing_secret() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.rotate_signing_secret",false]],"rotate_signing_secret() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.rotate_signing_secret",false]],"rouge (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.ROUGE",false]],"rouge_metric_value (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.rouge_metric_value",false]],"rouge_metric_value (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.rouge_metric_value",false]],"rouge_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.rouge_spec",false]],"rouge_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.rouge_spec",false]],"rouge_type (genai.types.rougespec attribute)":[[0,"genai.types.RougeSpec.rouge_type",false]],"rouge_type (genai.types.rougespecdict attribute)":[[0,"genai.types.RougeSpecDict.rouge_type",false]],"rougemetricvaluedict (class in genai.types)":[[0,"genai.types.RougeMetricValueDict",false]],"rougespecdict (class in genai.types)":[[0,"genai.types.RougeSpecDict",false]],"route (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.route",false]],"route (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.route",false]],"routing (genai.types.googlemapsgroundingtypes attribute)":[[0,"genai.types.GoogleMapsGroundingTypes.routing",false]],"routing (genai.types.googlemapsgroundingtypesdict attribute)":[[0,"genai.types.GoogleMapsGroundingTypesDict.routing",false]],"routing_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.routing_config",false]],"routing_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.routing_config",false]],"routing_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.routing_config",false]],"routing_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.routing_config",false]],"rubric_content_type (genai.types.rubricgenerationspec attribute)":[[0,"genai.types.RubricGenerationSpec.rubric_content_type",false]],"rubric_content_type (genai.types.rubricgenerationspecdict attribute)":[[0,"genai.types.RubricGenerationSpecDict.rubric_content_type",false]],"rubric_content_type_unspecified (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.RUBRIC_CONTENT_TYPE_UNSPECIFIED",false]],"rubric_generation_spec (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.rubric_generation_spec",false]],"rubric_generation_spec (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.rubric_generation_spec",false]],"rubric_group_key (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.rubric_group_key",false]],"rubric_group_key (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.rubric_group_key",false]],"rubric_type_ontology (genai.types.rubricgenerationspec attribute)":[[0,"genai.types.RubricGenerationSpec.rubric_type_ontology",false]],"rubric_type_ontology (genai.types.rubricgenerationspecdict attribute)":[[0,"genai.types.RubricGenerationSpecDict.rubric_type_ontology",false]],"rubriccontenttype (class in genai.types)":[[0,"genai.types.RubricContentType",false]],"rubricgenerationspecdict (class in genai.types)":[[0,"genai.types.RubricGenerationSpecDict",false]],"run() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.run",false]],"run() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.run",false]],"safety (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.SAFETY",false]],"safety (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.SAFETY",false]],"safety_attributes (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.safety_attributes",false]],"safety_attributes (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.safety_attributes",false]],"safety_filter_level (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.safety_filter_level",false]],"safety_filter_level (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.safety_filter_level",false]],"safety_filter_level (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.safety_filter_level",false]],"safety_filter_level (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.safety_filter_level",false]],"safety_filter_level (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.safety_filter_level",false]],"safety_filter_level (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.safety_filter_level",false]],"safety_filter_level (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.safety_filter_level",false]],"safety_filter_level (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.safety_filter_level",false]],"safety_policy_unspecified (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.SAFETY_POLICY_UNSPECIFIED",false]],"safety_ratings (genai.types.candidate attribute)":[[0,"genai.types.Candidate.safety_ratings",false]],"safety_ratings (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.safety_ratings",false]],"safety_ratings (genai.types.generatecontentresponsepromptfeedback attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedback.safety_ratings",false]],"safety_ratings (genai.types.generatecontentresponsepromptfeedbackdict attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict.safety_ratings",false]],"safety_settings (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.safety_settings",false]],"safety_settings (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.safety_settings",false]],"safety_settings (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.safety_settings",false]],"safety_settings (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.safety_settings",false]],"safety_settings (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.safety_settings",false]],"safety_settings (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.safety_settings",false]],"safetyattributesdict (class in genai.types)":[[0,"genai.types.SafetyAttributesDict",false]],"safetyfilterlevel (class in genai.types)":[[0,"genai.types.SafetyFilterLevel",false]],"safetypolicy (class in genai.types)":[[0,"genai.types.SafetyPolicy",false]],"safetyratingdict (class in genai.types)":[[0,"genai.types.SafetyRatingDict",false]],"safetysettingdict (class in genai.types)":[[0,"genai.types.SafetySettingDict",false]],"sample_rate (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.sample_rate",false]],"sample_rate (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.sample_rate",false]],"samples_per_prompt (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.samples_per_prompt",false]],"samples_per_prompt (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.samples_per_prompt",false]],"samples_per_prompt (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.samples_per_prompt",false]],"samples_per_prompt (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.samples_per_prompt",false]],"sampling_count (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.sampling_count",false]],"sampling_count (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.sampling_count",false]],"save() (genai.types.image method)":[[0,"genai.types.Image.save",false]],"save() (genai.types.video method)":[[0,"genai.types.Video.save",false]],"scale (class in genai.types)":[[0,"genai.types.Scale",false]],"scale (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.scale",false]],"scale (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.scale",false]],"scale_unspecified (genai.types.scale attribute)":[[0,"genai.types.Scale.SCALE_UNSPECIFIED",false]],"scheduling (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.scheduling",false]],"scheduling (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.scheduling",false]],"scheduling_unspecified (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.SCHEDULING_UNSPECIFIED",false]],"schema (genai.types.textresponseformatdict attribute)":[[0,"genai.types.TextResponseFormatDict.schema",false]],"schemadict (class in genai.types)":[[0,"genai.types.SchemaDict",false]],"score (genai.types.bleumetricvalue attribute)":[[0,"genai.types.BleuMetricValue.score",false]],"score (genai.types.bleumetricvaluedict attribute)":[[0,"genai.types.BleuMetricValueDict.score",false]],"score (genai.types.customcodeexecutionresult attribute)":[[0,"genai.types.CustomCodeExecutionResult.score",false]],"score (genai.types.customcodeexecutionresultdict attribute)":[[0,"genai.types.CustomCodeExecutionResultDict.score",false]],"score (genai.types.entitylabel attribute)":[[0,"genai.types.EntityLabel.score",false]],"score (genai.types.entitylabeldict attribute)":[[0,"genai.types.EntityLabelDict.score",false]],"score (genai.types.exactmatchmetricvalue attribute)":[[0,"genai.types.ExactMatchMetricValue.score",false]],"score (genai.types.exactmatchmetricvaluedict attribute)":[[0,"genai.types.ExactMatchMetricValueDict.score",false]],"score (genai.types.geminipreferenceexamplecompletion attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletion.score",false]],"score (genai.types.geminipreferenceexamplecompletiondict attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletionDict.score",false]],"score (genai.types.pointwisemetricresult attribute)":[[0,"genai.types.PointwiseMetricResult.score",false]],"score (genai.types.pointwisemetricresultdict attribute)":[[0,"genai.types.PointwiseMetricResultDict.score",false]],"score (genai.types.rougemetricvalue attribute)":[[0,"genai.types.RougeMetricValue.score",false]],"score (genai.types.rougemetricvaluedict attribute)":[[0,"genai.types.RougeMetricValueDict.score",false]],"score_variance_per_example_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution",false]],"score_variance_per_example_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.score_variance_per_example_distribution",false]],"scores (genai.types.safetyattributes attribute)":[[0,"genai.types.SafetyAttributes.scores",false]],"scores (genai.types.safetyattributesdict attribute)":[[0,"genai.types.SafetyAttributesDict.scores",false]],"scores_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.scores_distribution",false]],"scores_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.scores_distribution",false]],"scribble_image (genai.types.segmentimagesource attribute)":[[0,"genai.types.SegmentImageSource.scribble_image",false]],"scribble_image (genai.types.segmentimagesourcedict attribute)":[[0,"genai.types.SegmentImageSourceDict.scribble_image",false]],"scribbleimagedict (class in genai.types)":[[0,"genai.types.ScribbleImageDict",false]],"sdk_blob (genai.types.searchentrypoint attribute)":[[0,"genai.types.SearchEntryPoint.sdk_blob",false]],"sdk_blob (genai.types.searchentrypointdict attribute)":[[0,"genai.types.SearchEntryPointDict.sdk_blob",false]],"sdk_http_response (genai.types.canceltuningjobresponse attribute)":[[0,"genai.types.CancelTuningJobResponse.sdk_http_response",false]],"sdk_http_response (genai.types.canceltuningjobresponsedict attribute)":[[0,"genai.types.CancelTuningJobResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.computetokensresponse attribute)":[[0,"genai.types.ComputeTokensResponse.sdk_http_response",false]],"sdk_http_response (genai.types.computetokensresponsedict attribute)":[[0,"genai.types.ComputeTokensResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.counttokensresponse attribute)":[[0,"genai.types.CountTokensResponse.sdk_http_response",false]],"sdk_http_response (genai.types.counttokensresponsedict attribute)":[[0,"genai.types.CountTokensResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.createfileresponse attribute)":[[0,"genai.types.CreateFileResponse.sdk_http_response",false]],"sdk_http_response (genai.types.createfileresponsedict attribute)":[[0,"genai.types.CreateFileResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deletecachedcontentresponse attribute)":[[0,"genai.types.DeleteCachedContentResponse.sdk_http_response",false]],"sdk_http_response (genai.types.deletecachedcontentresponsedict attribute)":[[0,"genai.types.DeleteCachedContentResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deletefileresponse attribute)":[[0,"genai.types.DeleteFileResponse.sdk_http_response",false]],"sdk_http_response (genai.types.deletefileresponsedict attribute)":[[0,"genai.types.DeleteFileResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deletemodelresponse attribute)":[[0,"genai.types.DeleteModelResponse.sdk_http_response",false]],"sdk_http_response (genai.types.deletemodelresponsedict attribute)":[[0,"genai.types.DeleteModelResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.sdk_http_response",false]],"sdk_http_response (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.sdk_http_response",false]],"sdk_http_response (genai.types.editimageresponse attribute)":[[0,"genai.types.EditImageResponse.sdk_http_response",false]],"sdk_http_response (genai.types.editimageresponsedict attribute)":[[0,"genai.types.EditImageResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.embedcontentresponse attribute)":[[0,"genai.types.EmbedContentResponse.sdk_http_response",false]],"sdk_http_response (genai.types.embedcontentresponsedict attribute)":[[0,"genai.types.EmbedContentResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.sdk_http_response",false]],"sdk_http_response (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.generateimagesresponse attribute)":[[0,"genai.types.GenerateImagesResponse.sdk_http_response",false]],"sdk_http_response (genai.types.generateimagesresponsedict attribute)":[[0,"genai.types.GenerateImagesResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.importfileresponse attribute)":[[0,"genai.types.ImportFileResponse.sdk_http_response",false]],"sdk_http_response (genai.types.importfileresponsedict attribute)":[[0,"genai.types.ImportFileResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listbatchjobsresponse attribute)":[[0,"genai.types.ListBatchJobsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listbatchjobsresponsedict attribute)":[[0,"genai.types.ListBatchJobsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listcachedcontentsresponse attribute)":[[0,"genai.types.ListCachedContentsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listcachedcontentsresponsedict attribute)":[[0,"genai.types.ListCachedContentsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listdocumentsresponse attribute)":[[0,"genai.types.ListDocumentsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listdocumentsresponsedict attribute)":[[0,"genai.types.ListDocumentsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesearchstoresresponse attribute)":[[0,"genai.types.ListFileSearchStoresResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesearchstoresresponsedict attribute)":[[0,"genai.types.ListFileSearchStoresResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesresponse attribute)":[[0,"genai.types.ListFilesResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesresponsedict attribute)":[[0,"genai.types.ListFilesResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listmodelsresponse attribute)":[[0,"genai.types.ListModelsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listmodelsresponsedict attribute)":[[0,"genai.types.ListModelsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listtuningjobsresponse attribute)":[[0,"genai.types.ListTuningJobsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listtuningjobsresponsedict attribute)":[[0,"genai.types.ListTuningJobsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.registerfilesresponse attribute)":[[0,"genai.types.RegisterFilesResponse.sdk_http_response",false]],"sdk_http_response (genai.types.registerfilesresponsedict attribute)":[[0,"genai.types.RegisterFilesResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.sdk_http_response",false]],"sdk_http_response (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.sdk_http_response",false]],"sdk_http_response (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.sdk_http_response",false]],"sdk_http_response (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResponse.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresumableresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResumableResponse.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresumableresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResumableResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.upscaleimageresponse attribute)":[[0,"genai.types.UpscaleImageResponse.sdk_http_response",false]],"sdk_http_response (genai.types.upscaleimageresponsedict attribute)":[[0,"genai.types.UpscaleImageResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.sdk_http_response",false]],"sdk_http_response (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.sdk_http_response",false]],"sdk_response_segments (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.sdk_response_segments",false]],"sdk_response_segments (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.sdk_response_segments",false]],"search_entry_point (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.search_entry_point",false]],"search_entry_point (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.search_entry_point",false]],"search_template (genai.types.externalapielasticsearchparams attribute)":[[0,"genai.types.ExternalApiElasticSearchParams.search_template",false]],"search_template (genai.types.externalapielasticsearchparamsdict attribute)":[[0,"genai.types.ExternalApiElasticSearchParamsDict.search_template",false]],"search_types (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.search_types",false]],"search_types (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.search_types",false]],"searchentrypointdict (class in genai.types)":[[0,"genai.types.SearchEntryPointDict",false]],"searchtypesdict (class in genai.types)":[[0,"genai.types.SearchTypesDict",false]],"seed (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.seed",false]],"seed (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.seed",false]],"seed (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.seed",false]],"seed (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.seed",false]],"seed (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.seed",false]],"seed (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.seed",false]],"seed (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.seed",false]],"seed (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.seed",false]],"seed (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.seed",false]],"seed (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.seed",false]],"seed (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.seed",false]],"seed (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.seed",false]],"seed (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.seed",false]],"seed (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.seed",false]],"seed (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.seed",false]],"seed (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.seed",false]],"segment (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.segment",false]],"segment (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.segment",false]],"segment_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.segment_image",false]],"segment_image() (genai.models.models method)":[[0,"genai.models.Models.segment_image",false]],"segmentation_classes (genai.types.maskreferenceconfig attribute)":[[0,"genai.types.MaskReferenceConfig.segmentation_classes",false]],"segmentation_classes (genai.types.maskreferenceconfigdict attribute)":[[0,"genai.types.MaskReferenceConfigDict.segmentation_classes",false]],"segmentdict (class in genai.types)":[[0,"genai.types.SegmentDict",false]],"segmentimageconfigdict (class in genai.types)":[[0,"genai.types.SegmentImageConfigDict",false]],"segmentimageresponsedict (class in genai.types)":[[0,"genai.types.SegmentImageResponseDict",false]],"segmentimagesourcedict (class in genai.types)":[[0,"genai.types.SegmentImageSourceDict",false]],"segmentmode (class in genai.types)":[[0,"genai.types.SegmentMode",false]],"semantic (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.SEMANTIC",false]],"send() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send",false]],"send_client_content() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send_client_content",false]],"send_realtime_input() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send_realtime_input",false]],"send_tool_response() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send_tool_response",false]],"sensitive_data_modification (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.SENSITIVE_DATA_MODIFICATION",false]],"server_content (genai.types.livemusicservermessage attribute)":[[0,"genai.types.LiveMusicServerMessage.server_content",false]],"server_content (genai.types.livemusicservermessagedict attribute)":[[0,"genai.types.LiveMusicServerMessageDict.server_content",false]],"server_content (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.server_content",false]],"server_content (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.server_content",false]],"service_account (genai.types.authconfiggoogleserviceaccountconfig attribute)":[[0,"genai.types.AuthConfigGoogleServiceAccountConfig.service_account",false]],"service_account (genai.types.authconfiggoogleserviceaccountconfigdict attribute)":[[0,"genai.types.AuthConfigGoogleServiceAccountConfigDict.service_account",false]],"service_account (genai.types.authconfigoauthconfig attribute)":[[0,"genai.types.AuthConfigOauthConfig.service_account",false]],"service_account (genai.types.authconfigoauthconfigdict attribute)":[[0,"genai.types.AuthConfigOauthConfigDict.service_account",false]],"service_account (genai.types.authconfigoidcconfig attribute)":[[0,"genai.types.AuthConfigOidcConfig.service_account",false]],"service_account (genai.types.authconfigoidcconfigdict attribute)":[[0,"genai.types.AuthConfigOidcConfigDict.service_account",false]],"service_account (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.service_account",false]],"service_account (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.service_account",false]],"service_tier (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.service_tier",false]],"service_tier (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.service_tier",false]],"service_tier (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.service_tier",false]],"service_tier (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.service_tier",false]],"servicetier (class in genai.types)":[[0,"genai.types.ServiceTier",false]],"session_id (genai.types.liveserversetupcomplete attribute)":[[0,"genai.types.LiveServerSetupComplete.session_id",false]],"session_id (genai.types.liveserversetupcompletedict attribute)":[[0,"genai.types.LiveServerSetupCompleteDict.session_id",false]],"session_resumption (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.session_resumption",false]],"session_resumption (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.session_resumption",false]],"session_resumption (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.session_resumption",false]],"session_resumption (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.session_resumption",false]],"session_resumption_update (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.session_resumption_update",false]],"session_resumption_update (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.session_resumption_update",false]],"sessionresumptionconfigdict (class in genai.types)":[[0,"genai.types.SessionResumptionConfigDict",false]],"setup (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.setup",false]],"setup (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.setup",false]],"setup (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.setup",false]],"setup (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.setup",false]],"setup_complete (genai.types.livemusicservermessage attribute)":[[0,"genai.types.LiveMusicServerMessage.setup_complete",false]],"setup_complete (genai.types.livemusicservermessagedict attribute)":[[0,"genai.types.LiveMusicServerMessageDict.setup_complete",false]],"setup_complete (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.setup_complete",false]],"setup_complete (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.setup_complete",false]],"severity (genai.types.harmblockmethod attribute)":[[0,"genai.types.HarmBlockMethod.SEVERITY",false]],"severity (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.severity",false]],"severity (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.severity",false]],"severity_score (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.severity_score",false]],"severity_score (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.severity_score",false]],"sft_loss_weight_multiplier (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier",false]],"sft_loss_weight_multiplier (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.sft_loss_weight_multiplier",false]],"sha256_hash (genai.types.file attribute)":[[0,"genai.types.File.sha256_hash",false]],"sha256_hash (genai.types.filedict attribute)":[[0,"genai.types.FileDict.sha256_hash",false]],"should_return_http_response (genai.types.createfileconfig attribute)":[[0,"genai.types.CreateFileConfig.should_return_http_response",false]],"should_return_http_response (genai.types.createfileconfigdict attribute)":[[0,"genai.types.CreateFileConfigDict.should_return_http_response",false]],"should_return_http_response (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.should_return_http_response",false]],"should_return_http_response (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.should_return_http_response",false]],"should_return_http_response (genai.types.registerfilesconfig attribute)":[[0,"genai.types.RegisterFilesConfig.should_return_http_response",false]],"should_return_http_response (genai.types.registerfilesconfigdict attribute)":[[0,"genai.types.RegisterFilesConfigDict.should_return_http_response",false]],"should_return_http_response (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.should_return_http_response",false]],"should_return_http_response (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.should_return_http_response",false]],"show() (genai.types.image method)":[[0,"genai.types.Image.show",false]],"show() (genai.types.video method)":[[0,"genai.types.Video.show",false]],"signature (genai.types.voiceconsentsignature attribute)":[[0,"genai.types.VoiceConsentSignature.signature",false]],"signature (genai.types.voiceconsentsignaturedict attribute)":[[0,"genai.types.VoiceConsentSignatureDict.signature",false]],"silence_duration_ms (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.silence_duration_ms",false]],"silence_duration_ms (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.silence_duration_ms",false]],"silent (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.SILENT",false]],"similarity_top_k (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.similarity_top_k",false]],"similarity_top_k (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.similarity_top_k",false]],"simple_search (genai.types.apispec attribute)":[[0,"genai.types.ApiSpec.SIMPLE_SEARCH",false]],"simple_search_params (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.simple_search_params",false]],"simple_search_params (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.simple_search_params",false]],"single_reward_config (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.single_reward_config",false]],"single_reward_config (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.single_reward_config",false]],"singleembedcontentresponsedict (class in genai.types)":[[0,"genai.types.SingleEmbedContentResponseDict",false]],"singlereinforcementtuningrewardconfigdict (class in genai.types)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict",false]],"size_bytes (genai.types.document attribute)":[[0,"genai.types.Document.size_bytes",false]],"size_bytes (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.size_bytes",false]],"size_bytes (genai.types.file attribute)":[[0,"genai.types.File.size_bytes",false]],"size_bytes (genai.types.filedict attribute)":[[0,"genai.types.FileDict.size_bytes",false]],"size_bytes (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.size_bytes",false]],"size_bytes (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.size_bytes",false]],"skip_in_api_mode (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.skip_in_api_mode",false]],"skip_in_api_mode (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.skip_in_api_mode",false]],"sliding_window (genai.types.contextwindowcompressionconfig attribute)":[[0,"genai.types.ContextWindowCompressionConfig.sliding_window",false]],"sliding_window (genai.types.contextwindowcompressionconfigdict attribute)":[[0,"genai.types.ContextWindowCompressionConfigDict.sliding_window",false]],"slidingwindowdict (class in genai.types)":[[0,"genai.types.SlidingWindowDict",false]],"smart (genai.types.audiotranscriptionconfigmode attribute)":[[0,"genai.types.AudioTranscriptionConfigMode.SMART",false]],"source (genai.types.file attribute)":[[0,"genai.types.File.source",false]],"source (genai.types.filedict attribute)":[[0,"genai.types.FileDict.source",false]],"source_flagging_uris (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.source_flagging_uris",false]],"source_flagging_uris (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.source_flagging_uris",false]],"source_id (genai.types.groundingmetadatasourceflagginguri attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUri.source_id",false]],"source_id (genai.types.groundingmetadatasourceflagginguridict attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUriDict.source_id",false]],"source_metadata (genai.types.audiochunk attribute)":[[0,"genai.types.AudioChunk.source_metadata",false]],"source_metadata (genai.types.audiochunkdict attribute)":[[0,"genai.types.AudioChunkDict.source_metadata",false]],"source_unspecified (genai.types.filesource attribute)":[[0,"genai.types.FileSource.SOURCE_UNSPECIFIED",false]],"source_uri (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.source_uri",false]],"source_uri (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.source_uri",false]],"speaker (genai.types.speakervoiceconfig attribute)":[[0,"genai.types.SpeakerVoiceConfig.speaker",false]],"speaker (genai.types.speakervoiceconfigdict attribute)":[[0,"genai.types.SpeakerVoiceConfigDict.speaker",false]],"speaker_label (genai.types.transcription attribute)":[[0,"genai.types.Transcription.speaker_label",false]],"speaker_label (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.speaker_label",false]],"speaker_voice_configs (genai.types.multispeakervoiceconfig attribute)":[[0,"genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs",false]],"speaker_voice_configs (genai.types.multispeakervoiceconfigdict attribute)":[[0,"genai.types.MultiSpeakerVoiceConfigDict.speaker_voice_configs",false]],"speakervoiceconfigdict (class in genai.types)":[[0,"genai.types.SpeakerVoiceConfigDict",false]],"speech_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.speech_config",false]],"speech_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.speech_config",false]],"speech_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.speech_config",false]],"speech_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.speech_config",false]],"speech_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.speech_config",false]],"speech_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.speech_config",false]],"speechconfigdict (class in genai.types)":[[0,"genai.types.SpeechConfigDict",false]],"spii (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.SPII",false]],"split_summaries (genai.types.rougespec attribute)":[[0,"genai.types.RougeSpec.split_summaries",false]],"split_summaries (genai.types.rougespecdict attribute)":[[0,"genai.types.RougeSpecDict.split_summaries",false]],"src (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.src",false]],"src (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.src",false]],"sse_read_timeout (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.sse_read_timeout",false]],"sse_read_timeout (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.sse_read_timeout",false]],"stable (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.STABLE",false]],"standard (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.STANDARD",false]],"standard_deviation (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.STANDARD_DEVIATION",false]],"start_index (genai.types.citation attribute)":[[0,"genai.types.Citation.start_index",false]],"start_index (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.start_index",false]],"start_index (genai.types.segment attribute)":[[0,"genai.types.Segment.start_index",false]],"start_index (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.start_index",false]],"start_of_activity_interrupts (genai.types.activityhandling attribute)":[[0,"genai.types.ActivityHandling.START_OF_ACTIVITY_INTERRUPTS",false]],"start_of_speech_sensitivity (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.start_of_speech_sensitivity",false]],"start_of_speech_sensitivity (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.start_of_speech_sensitivity",false]],"start_offset (genai.types.videometadata attribute)":[[0,"genai.types.VideoMetadata.start_offset",false]],"start_offset (genai.types.videometadatadict attribute)":[[0,"genai.types.VideoMetadataDict.start_offset",false]],"start_offset (genai.types.wordinfo attribute)":[[0,"genai.types.WordInfo.start_offset",false]],"start_offset (genai.types.wordinfodict attribute)":[[0,"genai.types.WordInfoDict.start_offset",false]],"start_sensitivity_high (genai.types.startsensitivity attribute)":[[0,"genai.types.StartSensitivity.START_SENSITIVITY_HIGH",false]],"start_sensitivity_low (genai.types.startsensitivity attribute)":[[0,"genai.types.StartSensitivity.START_SENSITIVITY_LOW",false]],"start_sensitivity_unspecified (genai.types.startsensitivity attribute)":[[0,"genai.types.StartSensitivity.START_SENSITIVITY_UNSPECIFIED",false]],"start_stream() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.start_stream",false]],"start_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.start_time",false]],"start_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.start_time",false]],"start_time (genai.types.interval attribute)":[[0,"genai.types.Interval.start_time",false]],"start_time (genai.types.intervaldict attribute)":[[0,"genai.types.IntervalDict.start_time",false]],"start_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.start_time",false]],"start_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.start_time",false]],"startsensitivity (class in genai.types)":[[0,"genai.types.StartSensitivity",false]],"state (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.state",false]],"state (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.state",false]],"state (genai.types.document attribute)":[[0,"genai.types.Document.state",false]],"state (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.state",false]],"state (genai.types.file attribute)":[[0,"genai.types.File.state",false]],"state (genai.types.filedict attribute)":[[0,"genai.types.FileDict.state",false]],"state (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.state",false]],"state (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.state",false]],"state_active (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_ACTIVE",false]],"state_failed (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_FAILED",false]],"state_pending (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_PENDING",false]],"state_unspecified (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_UNSPECIFIED",false]],"state_unspecified (genai.types.filestate attribute)":[[0,"genai.types.FileState.STATE_UNSPECIFIED",false]],"static (genai.types.mediaprocessing attribute)":[[0,"genai.types.MediaProcessing.STATIC",false]],"statistics (genai.types.contentembedding attribute)":[[0,"genai.types.ContentEmbedding.statistics",false]],"statistics (genai.types.contentembeddingdict attribute)":[[0,"genai.types.ContentEmbeddingDict.statistics",false]],"status_code (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.status_code",false]],"status_code (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.status_code",false]],"step (genai.types.checkpoint attribute)":[[0,"genai.types.Checkpoint.step",false]],"step (genai.types.checkpointdict attribute)":[[0,"genai.types.CheckpointDict.step",false]],"step (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.step",false]],"step (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.step",false]],"step_count (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.step_count",false]],"step_count (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.step_count",false]],"stop (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.STOP",false]],"stop (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.STOP",false]],"stop_sequences (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.stop_sequences",false]],"stop_sequences (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.stop_sequences",false]],"stop_sequences (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.stop_sequences",false]],"stop_sequences (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.stop_sequences",false]],"store_context (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.store_context",false]],"store_context (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.store_context",false]],"stream_function_call_arguments (genai.types.functioncallingconfig attribute)":[[0,"genai.types.FunctionCallingConfig.stream_function_call_arguments",false]],"stream_function_call_arguments (genai.types.functioncallingconfigdict attribute)":[[0,"genai.types.FunctionCallingConfigDict.stream_function_call_arguments",false]],"streamable_http_transport (genai.types.mcpserver attribute)":[[0,"genai.types.McpServer.streamable_http_transport",false]],"streamable_http_transport (genai.types.mcpserverdict attribute)":[[0,"genai.types.McpServerDict.streamable_http_transport",false]],"streamablehttptransportdict (class in genai.types)":[[0,"genai.types.StreamableHttpTransportDict",false]],"string (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.STRING",false]],"string (genai.types.type attribute)":[[0,"genai.types.Type.STRING",false]],"string_list_value (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.string_list_value",false]],"string_list_value (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.string_list_value",false]],"string_list_value (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.string_list_value",false]],"string_list_value (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.string_list_value",false]],"string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression",false]],"string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.string_match_expression",false]],"string_match_reward_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.string_match_reward_scorer",false]],"string_match_reward_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.string_match_reward_scorer",false]],"string_value (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.string_value",false]],"string_value (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.string_value",false]],"string_value (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.string_value",false]],"string_value (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.string_value",false]],"string_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.string_value",false]],"string_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.string_value",false]],"stringlistdict (class in genai.types)":[[0,"genai.types.StringListDict",false]],"student_model (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.student_model",false]],"student_model (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.student_model",false]],"style (genai.types.videogenerationreferencetype attribute)":[[0,"genai.types.VideoGenerationReferenceType.STYLE",false]],"style_description (genai.types.stylereferenceconfig attribute)":[[0,"genai.types.StyleReferenceConfig.style_description",false]],"style_description (genai.types.stylereferenceconfigdict attribute)":[[0,"genai.types.StyleReferenceConfigDict.style_description",false]],"style_image_config (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.style_image_config",false]],"stylereferenceconfigdict (class in genai.types)":[[0,"genai.types.StyleReferenceConfigDict",false]],"stylereferenceimagedict (class in genai.types)":[[0,"genai.types.StyleReferenceImageDict",false]],"subject_description (genai.types.subjectreferenceconfig attribute)":[[0,"genai.types.SubjectReferenceConfig.subject_description",false]],"subject_description (genai.types.subjectreferenceconfigdict attribute)":[[0,"genai.types.SubjectReferenceConfigDict.subject_description",false]],"subject_image_config (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.subject_image_config",false]],"subject_type (genai.types.subjectreferenceconfig attribute)":[[0,"genai.types.SubjectReferenceConfig.subject_type",false]],"subject_type (genai.types.subjectreferenceconfigdict attribute)":[[0,"genai.types.SubjectReferenceConfigDict.subject_type",false]],"subject_type_animal (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_ANIMAL",false]],"subject_type_default (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_DEFAULT",false]],"subject_type_person (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_PERSON",false]],"subject_type_product (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_PRODUCT",false]],"subjectreferenceconfigdict (class in genai.types)":[[0,"genai.types.SubjectReferenceConfigDict",false]],"subjectreferenceimagedict (class in genai.types)":[[0,"genai.types.SubjectReferenceImageDict",false]],"subjectreferencetype (class in genai.types)":[[0,"genai.types.SubjectReferenceType",false]],"successful_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.successful_count",false]],"successful_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.successful_count",false]],"successful_forecast_point_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.successful_forecast_point_count",false]],"successful_forecast_point_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.successful_forecast_point_count",false]],"sum (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.sum",false]],"sum (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.sum",false]],"sum (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.sum",false]],"sum (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.sum",false]],"supervised_fine_tuning (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.SUPERVISED_FINE_TUNING",false]],"supervised_tuning_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.supervised_tuning_data_stats",false]],"supervised_tuning_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.supervised_tuning_data_stats",false]],"supervised_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.supervised_tuning_spec",false]],"supervised_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.supervised_tuning_spec",false]],"supervisedhyperparametersdict (class in genai.types)":[[0,"genai.types.SupervisedHyperParametersDict",false]],"supervisedtuningdatasetdistributiondatasetbucketdict (class in genai.types)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict",false]],"supervisedtuningdatasetdistributiondict (class in genai.types)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict",false]],"supervisedtuningdatastatsdict (class in genai.types)":[[0,"genai.types.SupervisedTuningDataStatsDict",false]],"supervisedtuningspecdict (class in genai.types)":[[0,"genai.types.SupervisedTuningSpecDict",false]],"supported_actions (genai.types.model attribute)":[[0,"genai.types.Model.supported_actions",false]],"supported_actions (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.supported_actions",false]],"system_instruction (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.system_instruction",false]],"system_instruction (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.system_instruction",false]],"system_instruction (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.system_instruction",false]],"system_instruction (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.system_instruction",false]],"system_instruction (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.system_instruction",false]],"system_instruction (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.system_instruction",false]],"system_instruction (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.system_instruction",false]],"system_instruction (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.system_instruction",false]],"system_instruction (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.system_instruction",false]],"system_instruction (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.system_instruction",false]],"system_instruction (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.system_instruction",false]],"system_instruction (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.system_instruction",false]],"system_instruction (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.system_instruction",false]],"system_instruction (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.system_instruction",false]],"system_instruction (genai.types.pointwisemetricspec attribute)":[[0,"genai.types.PointwiseMetricSpec.system_instruction",false]],"system_instruction (genai.types.pointwisemetricspecdict attribute)":[[0,"genai.types.PointwiseMetricSpecDict.system_instruction",false]],"system_instruction (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.system_instruction",false]],"system_instruction (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.system_instruction",false]],"target_language_code (genai.types.translationconfig attribute)":[[0,"genai.types.TranslationConfig.target_language_code",false]],"target_language_code (genai.types.translationconfigdict attribute)":[[0,"genai.types.TranslationConfigDict.target_language_code",false]],"target_tokens (genai.types.slidingwindow attribute)":[[0,"genai.types.SlidingWindow.target_tokens",false]],"target_tokens (genai.types.slidingwindowdict attribute)":[[0,"genai.types.SlidingWindowDict.target_tokens",false]],"task_type (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.task_type",false]],"task_type (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.task_type",false]],"temperature (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.temperature",false]],"temperature (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.temperature",false]],"temperature (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.temperature",false]],"temperature (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.temperature",false]],"temperature (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.temperature",false]],"temperature (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.temperature",false]],"temperature (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.temperature",false]],"temperature (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.temperature",false]],"temperature (genai.types.model attribute)":[[0,"genai.types.Model.temperature",false]],"temperature (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.temperature",false]],"terminate_on_close (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.terminate_on_close",false]],"terminate_on_close (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.terminate_on_close",false]],"test_method (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.test_method",false]],"test_method (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.test_method",false]],"test_table (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.test_table",false]],"test_table (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.test_table",false]],"testtablefiledict (class in genai.types)":[[0,"genai.types.TestTableFileDict",false]],"testtableitemdict (class in genai.types)":[[0,"genai.types.TestTableItemDict",false]],"text (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.text",false]],"text (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.text",false]],"text (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.text",false]],"text (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.text",false]],"text (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.text",false]],"text (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.text",false]],"text (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.text",false]],"text (genai.types.livemusicfilteredprompt attribute)":[[0,"genai.types.LiveMusicFilteredPrompt.text",false]],"text (genai.types.livemusicfilteredpromptdict attribute)":[[0,"genai.types.LiveMusicFilteredPromptDict.text",false]],"text (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.text",false]],"text (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.text",false]],"text (genai.types.liveservermessage property)":[[0,"genai.types.LiveServerMessage.text",false]],"text (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.TEXT",false]],"text (genai.types.modality attribute)":[[0,"genai.types.Modality.TEXT",false]],"text (genai.types.part attribute)":[[0,"genai.types.Part.text",false]],"text (genai.types.partdict attribute)":[[0,"genai.types.PartDict.text",false]],"text (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.text",false]],"text (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.text",false]],"text (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.text",false]],"text (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.text",false]],"text (genai.types.segment attribute)":[[0,"genai.types.Segment.text",false]],"text (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.text",false]],"text (genai.types.transcription attribute)":[[0,"genai.types.Transcription.text",false]],"text (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.text",false]],"text (genai.types.weightedprompt attribute)":[[0,"genai.types.WeightedPrompt.text",false]],"text (genai.types.weightedpromptdict attribute)":[[0,"genai.types.WeightedPromptDict.text",false]],"text_count (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.text_count",false]],"text_count (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.text_count",false]],"text_input (genai.types.tuningexample attribute)":[[0,"genai.types.TuningExample.text_input",false]],"text_input (genai.types.tuningexampledict attribute)":[[0,"genai.types.TuningExampleDict.text_input",false]],"textresponseformatdict (class in genai.types)":[[0,"genai.types.TextResponseFormatDict",false]],"thinking (genai.types.model attribute)":[[0,"genai.types.Model.thinking",false]],"thinking (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.thinking",false]],"thinking_budget (genai.types.generationconfigthinkingconfigdict attribute)":[[0,"genai.types.GenerationConfigThinkingConfigDict.thinking_budget",false]],"thinking_budget (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.thinking_budget",false]],"thinking_budget (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.thinking_budget",false]],"thinking_budget (genai.types.thinkingconfig attribute)":[[0,"genai.types.ThinkingConfig.thinking_budget",false]],"thinking_budget (genai.types.thinkingconfigdict attribute)":[[0,"genai.types.ThinkingConfigDict.thinking_budget",false]],"thinking_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.thinking_config",false]],"thinking_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.thinking_config",false]],"thinking_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.thinking_config",false]],"thinking_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.thinking_config",false]],"thinking_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.thinking_config",false]],"thinking_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.thinking_config",false]],"thinking_level (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.thinking_level",false]],"thinking_level (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.thinking_level",false]],"thinking_level (genai.types.generationconfigthinkingconfigdict attribute)":[[0,"genai.types.GenerationConfigThinkingConfigDict.thinking_level",false]],"thinking_level (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.thinking_level",false]],"thinking_level (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.thinking_level",false]],"thinking_level (genai.types.thinkingconfig attribute)":[[0,"genai.types.ThinkingConfig.thinking_level",false]],"thinking_level (genai.types.thinkingconfigdict attribute)":[[0,"genai.types.ThinkingConfigDict.thinking_level",false]],"thinking_level_unspecified (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.THINKING_LEVEL_UNSPECIFIED",false]],"thinkingconfigdict (class in genai.types)":[[0,"genai.types.ThinkingConfigDict",false]],"thinkinglevel (class in genai.types)":[[0,"genai.types.ThinkingLevel",false]],"thought (genai.types.part attribute)":[[0,"genai.types.Part.thought",false]],"thought (genai.types.partdict attribute)":[[0,"genai.types.PartDict.thought",false]],"thought_signature (genai.types.part attribute)":[[0,"genai.types.Part.thought_signature",false]],"thought_signature (genai.types.partdict attribute)":[[0,"genai.types.PartDict.thought_signature",false]],"thoughts_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count",false]],"thoughts_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.thoughts_token_count",false]],"thoughts_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.thoughts_token_count",false]],"thoughts_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.thoughts_token_count",false]],"threshold (genai.types.safetysetting attribute)":[[0,"genai.types.SafetySetting.threshold",false]],"threshold (genai.types.safetysettingdict attribute)":[[0,"genai.types.SafetySettingDict.threshold",false]],"tie (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.TIE",false]],"time_left (genai.types.liveservergoaway attribute)":[[0,"genai.types.LiveServerGoAway.time_left",false]],"time_left (genai.types.liveservergoawaydict attribute)":[[0,"genai.types.LiveServerGoAwayDict.time_left",false]],"time_range_filter (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.time_range_filter",false]],"time_range_filter (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.time_range_filter",false]],"timeout (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.timeout",false]],"timeout (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.timeout",false]],"timeout (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.timeout",false]],"timeout (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.timeout",false]],"title (genai.types.citation attribute)":[[0,"genai.types.Citation.title",false]],"title (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.title",false]],"title (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.title",false]],"title (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.title",false]],"title (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.title",false]],"title (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.title",false]],"title (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.title",false]],"title (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.title",false]],"title (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title",false]],"title (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.title",false]],"title (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.title",false]],"title (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.title",false]],"title (genai.types.groundingchunkweb attribute)":[[0,"genai.types.GroundingChunkWeb.title",false]],"title (genai.types.groundingchunkwebdict attribute)":[[0,"genai.types.GroundingChunkWebDict.title",false]],"title (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.title",false]],"title (genai.types.schema attribute)":[[0,"genai.types.Schema.title",false]],"title (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.title",false]],"to_yaml_file() (genai.types.metric method)":[[0,"genai.types.Metric.to_yaml_file",false]],"token (genai.types.logprobsresultcandidate attribute)":[[0,"genai.types.LogprobsResultCandidate.token",false]],"token (genai.types.logprobsresultcandidatedict attribute)":[[0,"genai.types.LogprobsResultCandidateDict.token",false]],"token_count (genai.types.candidate attribute)":[[0,"genai.types.Candidate.token_count",false]],"token_count (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.token_count",false]],"token_count (genai.types.contentembeddingstatistics attribute)":[[0,"genai.types.ContentEmbeddingStatistics.token_count",false]],"token_count (genai.types.contentembeddingstatisticsdict attribute)":[[0,"genai.types.ContentEmbeddingStatisticsDict.token_count",false]],"token_count (genai.types.modalitytokencount attribute)":[[0,"genai.types.ModalityTokenCount.token_count",false]],"token_count (genai.types.modalitytokencountdict attribute)":[[0,"genai.types.ModalityTokenCountDict.token_count",false]],"token_count (genai.types.singleembedcontentresponse attribute)":[[0,"genai.types.SingleEmbedContentResponse.token_count",false]],"token_count (genai.types.singleembedcontentresponsedict attribute)":[[0,"genai.types.SingleEmbedContentResponseDict.token_count",false]],"token_id (genai.types.logprobsresultcandidate attribute)":[[0,"genai.types.LogprobsResultCandidate.token_id",false]],"token_id (genai.types.logprobsresultcandidatedict attribute)":[[0,"genai.types.LogprobsResultCandidateDict.token_id",false]],"token_ids (genai.types.tokensinfo attribute)":[[0,"genai.types.TokensInfo.token_ids",false]],"token_ids (genai.types.tokensinfodict attribute)":[[0,"genai.types.TokensInfoDict.token_ids",false]],"tokens (class in genai.tokens)":[[0,"genai.tokens.Tokens",false]],"tokens (genai.types.tokensinfo attribute)":[[0,"genai.types.TokensInfo.tokens",false]],"tokens (genai.types.tokensinfodict attribute)":[[0,"genai.types.TokensInfoDict.tokens",false]],"tokens_details (genai.types.contentembeddingstatistics attribute)":[[0,"genai.types.ContentEmbeddingStatistics.tokens_details",false]],"tokens_details (genai.types.contentembeddingstatisticsdict attribute)":[[0,"genai.types.ContentEmbeddingStatisticsDict.tokens_details",false]],"tokens_info (genai.types.computetokensresponse attribute)":[[0,"genai.types.ComputeTokensResponse.tokens_info",false]],"tokens_info (genai.types.computetokensresponsedict attribute)":[[0,"genai.types.ComputeTokensResponseDict.tokens_info",false]],"tokens_info (genai.types.computetokensresult attribute)":[[0,"genai.types.ComputeTokensResult.tokens_info",false]],"tokens_info (genai.types.computetokensresultdict attribute)":[[0,"genai.types.ComputeTokensResultDict.tokens_info",false]],"tokensinfodict (class in genai.types)":[[0,"genai.types.TokensInfoDict",false]],"too_many_tool_calls (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.TOO_MANY_TOOL_CALLS",false]],"tool_call (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.tool_call",false]],"tool_call (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.tool_call",false]],"tool_call (genai.types.part attribute)":[[0,"genai.types.Part.tool_call",false]],"tool_call (genai.types.partdict attribute)":[[0,"genai.types.PartDict.tool_call",false]],"tool_call_cancellation (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.tool_call_cancellation",false]],"tool_call_cancellation (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.tool_call_cancellation",false]],"tool_config (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.tool_config",false]],"tool_config (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.tool_config",false]],"tool_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.tool_config",false]],"tool_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.tool_config",false]],"tool_response (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.tool_response",false]],"tool_response (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.tool_response",false]],"tool_response (genai.types.part attribute)":[[0,"genai.types.Part.tool_response",false]],"tool_response (genai.types.partdict attribute)":[[0,"genai.types.PartDict.tool_response",false]],"tool_type (genai.types.toolcall attribute)":[[0,"genai.types.ToolCall.tool_type",false]],"tool_type (genai.types.toolcalldict attribute)":[[0,"genai.types.ToolCallDict.tool_type",false]],"tool_type (genai.types.toolresponse attribute)":[[0,"genai.types.ToolResponse.tool_type",false]],"tool_type (genai.types.toolresponsedict attribute)":[[0,"genai.types.ToolResponseDict.tool_type",false]],"tool_type_unspecified (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.TOOL_TYPE_UNSPECIFIED",false]],"tool_use_prompt_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count",false]],"tool_use_prompt_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_token_count",false]],"tool_use_prompt_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.tool_use_prompt_token_count",false]],"tool_use_prompt_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.tool_use_prompt_token_count",false]],"tool_use_prompt_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details",false]],"tool_use_prompt_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_tokens_details",false]],"tool_use_prompt_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.tool_use_prompt_tokens_details",false]],"tool_use_prompt_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.tool_use_prompt_tokens_details",false]],"toolcalldict (class in genai.types)":[[0,"genai.types.ToolCallDict",false]],"toolcodeexecutiondict (class in genai.types)":[[0,"genai.types.ToolCodeExecutionDict",false]],"toolconfigdict (class in genai.types)":[[0,"genai.types.ToolConfigDict",false]],"tooldict (class in genai.types)":[[0,"genai.types.ToolDict",false]],"toolexaaisearchdict (class in genai.types)":[[0,"genai.types.ToolExaAiSearchDict",false]],"toolparallelaisearchdict (class in genai.types)":[[0,"genai.types.ToolParallelAiSearchDict",false]],"toolresponsedict (class in genai.types)":[[0,"genai.types.ToolResponseDict",false]],"tools (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.tools",false]],"tools (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.tools",false]],"tools (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.tools",false]],"tools (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.tools",false]],"tools (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.tools",false]],"tools (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.tools",false]],"tools (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.tools",false]],"tools (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.tools",false]],"tools (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.tools",false]],"tools (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.tools",false]],"tooltype (class in genai.types)":[[0,"genai.types.ToolType",false]],"top_candidates (genai.types.logprobsresult attribute)":[[0,"genai.types.LogprobsResult.top_candidates",false]],"top_candidates (genai.types.logprobsresultdict attribute)":[[0,"genai.types.LogprobsResultDict.top_candidates",false]],"top_k (genai.types.filesearch attribute)":[[0,"genai.types.FileSearch.top_k",false]],"top_k (genai.types.filesearchdict attribute)":[[0,"genai.types.FileSearchDict.top_k",false]],"top_k (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.top_k",false]],"top_k (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.top_k",false]],"top_k (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.top_k",false]],"top_k (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.top_k",false]],"top_k (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.top_k",false]],"top_k (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.top_k",false]],"top_k (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.top_k",false]],"top_k (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.top_k",false]],"top_k (genai.types.model attribute)":[[0,"genai.types.Model.top_k",false]],"top_k (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.top_k",false]],"top_k (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.top_k",false]],"top_k (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.top_k",false]],"top_p (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.top_p",false]],"top_p (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.top_p",false]],"top_p (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.top_p",false]],"top_p (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.top_p",false]],"top_p (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.top_p",false]],"top_p (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.top_p",false]],"top_p (genai.types.model attribute)":[[0,"genai.types.Model.top_p",false]],"top_p (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.top_p",false]],"total_billable_character_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.total_billable_character_count",false]],"total_billable_character_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.total_billable_character_count",false]],"total_billable_character_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_billable_character_count",false]],"total_billable_character_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_billable_character_count",false]],"total_billable_token_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.total_billable_token_count",false]],"total_billable_token_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.total_billable_token_count",false]],"total_billable_token_count (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.total_billable_token_count",false]],"total_billable_token_count (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.total_billable_token_count",false]],"total_billable_token_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_billable_token_count",false]],"total_billable_token_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_billable_token_count",false]],"total_token_count (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.total_token_count",false]],"total_token_count (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.total_token_count",false]],"total_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.total_token_count",false]],"total_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.total_token_count",false]],"total_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.total_token_count",false]],"total_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.total_token_count",false]],"total_tokens (genai.types.counttokensresponse attribute)":[[0,"genai.types.CountTokensResponse.total_tokens",false]],"total_tokens (genai.types.counttokensresponsedict attribute)":[[0,"genai.types.CountTokensResponseDict.total_tokens",false]],"total_tokens (genai.types.counttokensresult attribute)":[[0,"genai.types.CountTokensResult.total_tokens",false]],"total_tokens (genai.types.counttokensresultdict attribute)":[[0,"genai.types.CountTokensResultDict.total_tokens",false]],"total_truncated_example_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_truncated_example_count",false]],"total_truncated_example_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_truncated_example_count",false]],"total_tuning_character_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.total_tuning_character_count",false]],"total_tuning_character_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.total_tuning_character_count",false]],"total_tuning_character_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_tuning_character_count",false]],"total_tuning_character_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_tuning_character_count",false]],"traffic_type (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.traffic_type",false]],"traffic_type (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.traffic_type",false]],"traffic_type (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.traffic_type",false]],"traffic_type (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.traffic_type",false]],"traffic_type_unspecified (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED",false]],"traffictype (class in genai.types)":[[0,"genai.types.TrafficType",false]],"training_dataset (genai.types.createtuningjobparameters attribute)":[[0,"genai.types.CreateTuningJobParameters.training_dataset",false]],"training_dataset (genai.types.createtuningjobparametersdict attribute)":[[0,"genai.types.CreateTuningJobParametersDict.training_dataset",false]],"training_dataset_stats (genai.types.distillationdatastats attribute)":[[0,"genai.types.DistillationDataStats.training_dataset_stats",false]],"training_dataset_stats (genai.types.distillationdatastatsdict attribute)":[[0,"genai.types.DistillationDataStatsDict.training_dataset_stats",false]],"training_dataset_uri (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.fullfinetuningspec attribute)":[[0,"genai.types.FullFineTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.fullfinetuningspecdict attribute)":[[0,"genai.types.FullFineTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.partnermodeltuningspec attribute)":[[0,"genai.types.PartnerModelTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.partnermodeltuningspecdict attribute)":[[0,"genai.types.PartnerModelTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.veotuningspec attribute)":[[0,"genai.types.VeoTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.veotuningspecdict attribute)":[[0,"genai.types.VeoTuningSpecDict.training_dataset_uri",false]],"transcriptiondict (class in genai.types)":[[0,"genai.types.TranscriptionDict",false]],"translation_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.translation_config",false]],"translation_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.translation_config",false]],"translation_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.translation_config",false]],"translation_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.translation_config",false]],"translationconfigdict (class in genai.types)":[[0,"genai.types.TranslationConfigDict",false]],"transparent (genai.types.sessionresumptionconfig attribute)":[[0,"genai.types.SessionResumptionConfig.transparent",false]],"transparent (genai.types.sessionresumptionconfigdict attribute)":[[0,"genai.types.SessionResumptionConfigDict.transparent",false]],"trigger_tokens (genai.types.contextwindowcompressionconfig attribute)":[[0,"genai.types.ContextWindowCompressionConfig.trigger_tokens",false]],"trigger_tokens (genai.types.contextwindowcompressionconfigdict attribute)":[[0,"genai.types.ContextWindowCompressionConfigDict.trigger_tokens",false]],"triggers (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.triggers",false]],"triggers (genai.client.client property)":[[0,"genai.client.Client.triggers",false]],"truncated (genai.types.contentembeddingstatistics attribute)":[[0,"genai.types.ContentEmbeddingStatistics.truncated",false]],"truncated (genai.types.contentembeddingstatisticsdict attribute)":[[0,"genai.types.ContentEmbeddingStatisticsDict.truncated",false]],"truncated_example_indices (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.truncated_example_indices",false]],"truncated_example_indices (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.truncated_example_indices",false]],"ttl (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.ttl",false]],"ttl (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.ttl",false]],"ttl (genai.types.updatecachedcontentconfig attribute)":[[0,"genai.types.UpdateCachedContentConfig.ttl",false]],"ttl (genai.types.updatecachedcontentconfigdict attribute)":[[0,"genai.types.UpdateCachedContentConfigDict.ttl",false]],"tune() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.tune",false]],"tune() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.tune",false]],"tuned_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuned_model",false]],"tuned_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuned_model",false]],"tuned_model_display_name (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.tuned_model_display_name",false]],"tuned_model_display_name (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.tuned_model_display_name",false]],"tuned_model_display_name (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuned_model_display_name",false]],"tuned_model_display_name (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuned_model_display_name",false]],"tuned_model_info (genai.types.model attribute)":[[0,"genai.types.Model.tuned_model_info",false]],"tuned_model_info (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.tuned_model_info",false]],"tuned_model_name (genai.types.pretunedmodel attribute)":[[0,"genai.types.PreTunedModel.tuned_model_name",false]],"tuned_model_name (genai.types.pretunedmodeldict attribute)":[[0,"genai.types.PreTunedModelDict.tuned_model_name",false]],"tuned_teacher_model_source (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.tuned_teacher_model_source",false]],"tunedmodelcheckpointdict (class in genai.types)":[[0,"genai.types.TunedModelCheckpointDict",false]],"tunedmodeldict (class in genai.types)":[[0,"genai.types.TunedModelDict",false]],"tunedmodelinfodict (class in genai.types)":[[0,"genai.types.TunedModelInfoDict",false]],"tuning_data_stats (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuning_data_stats",false]],"tuning_data_stats (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuning_data_stats",false]],"tuning_dataset_example_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.tuning_dataset_example_count",false]],"tuning_job_metadata (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuning_job_metadata",false]],"tuning_job_metadata (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuning_job_metadata",false]],"tuning_job_state (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuning_job_state",false]],"tuning_job_state (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuning_job_state",false]],"tuning_job_state_post_processing (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_POST_PROCESSING",false]],"tuning_job_state_processing_dataset (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_PROCESSING_DATASET",false]],"tuning_job_state_tuning (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_TUNING",false]],"tuning_job_state_unspecified (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_UNSPECIFIED",false]],"tuning_job_state_waiting_for_capacity (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_WAITING_FOR_CAPACITY",false]],"tuning_job_state_waiting_for_quota (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_WAITING_FOR_QUOTA",false]],"tuning_jobs (genai.types.listtuningjobsresponse attribute)":[[0,"genai.types.ListTuningJobsResponse.tuning_jobs",false]],"tuning_jobs (genai.types.listtuningjobsresponsedict attribute)":[[0,"genai.types.ListTuningJobsResponseDict.tuning_jobs",false]],"tuning_mode (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.tuning_mode",false]],"tuning_mode (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.tuning_mode",false]],"tuning_mode (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.tuning_mode",false]],"tuning_mode (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.tuning_mode",false]],"tuning_mode (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.tuning_mode",false]],"tuning_mode (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.tuning_mode",false]],"tuning_mode_full (genai.types.tuningmode attribute)":[[0,"genai.types.TuningMode.TUNING_MODE_FULL",false]],"tuning_mode_peft_adapter (genai.types.tuningmode attribute)":[[0,"genai.types.TuningMode.TUNING_MODE_PEFT_ADAPTER",false]],"tuning_mode_unspecified (genai.types.tuningmode attribute)":[[0,"genai.types.TuningMode.TUNING_MODE_UNSPECIFIED",false]],"tuning_speed (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.tuning_speed",false]],"tuning_speed (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.tuning_speed",false]],"tuning_speed_unspecified (genai.types.tuningspeed attribute)":[[0,"genai.types.TuningSpeed.TUNING_SPEED_UNSPECIFIED",false]],"tuning_step_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.tuning_step_count",false]],"tuning_step_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.tuning_step_count",false]],"tuning_step_count (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.tuning_step_count",false]],"tuning_step_count (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.tuning_step_count",false]],"tuning_step_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.tuning_step_count",false]],"tuning_step_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.tuning_step_count",false]],"tuning_task (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.tuning_task",false]],"tuning_task (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.tuning_task",false]],"tuning_task_i2v (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_I2V",false]],"tuning_task_r2v (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_R2V",false]],"tuning_task_t2v (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_T2V",false]],"tuning_task_unspecified (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_UNSPECIFIED",false]],"tuningdatasetdict (class in genai.types)":[[0,"genai.types.TuningDatasetDict",false]],"tuningdatastatsdict (class in genai.types)":[[0,"genai.types.TuningDataStatsDict",false]],"tuningexampledict (class in genai.types)":[[0,"genai.types.TuningExampleDict",false]],"tuningjobdict (class in genai.types)":[[0,"genai.types.TuningJobDict",false]],"tuningjobmetadatadict (class in genai.types)":[[0,"genai.types.TuningJobMetadataDict",false]],"tuningjobstate (class in genai.types)":[[0,"genai.types.TuningJobState",false]],"tuningmethod (class in genai.types)":[[0,"genai.types.TuningMethod",false]],"tuningmode (class in genai.types)":[[0,"genai.types.TuningMode",false]],"tuningoperationdict (class in genai.types)":[[0,"genai.types.TuningOperationDict",false]],"tunings (class in genai.tunings)":[[0,"genai.tunings.Tunings",false]],"tunings (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.tunings",false]],"tunings (genai.client.client property)":[[0,"genai.client.Client.tunings",false]],"tuningspeed (class in genai.types)":[[0,"genai.types.TuningSpeed",false]],"tuningtask (class in genai.types)":[[0,"genai.types.TuningTask",false]],"tuningvalidationdatasetdict (class in genai.types)":[[0,"genai.types.TuningValidationDatasetDict",false]],"turn_complete (genai.types.liveclientcontent attribute)":[[0,"genai.types.LiveClientContent.turn_complete",false]],"turn_complete (genai.types.liveclientcontentdict attribute)":[[0,"genai.types.LiveClientContentDict.turn_complete",false]],"turn_complete (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.turn_complete",false]],"turn_complete (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.turn_complete",false]],"turn_complete_reason (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.turn_complete_reason",false]],"turn_complete_reason (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.turn_complete_reason",false]],"turn_complete_reason_unspecified (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.TURN_COMPLETE_REASON_UNSPECIFIED",false]],"turn_coverage (genai.types.realtimeinputconfig attribute)":[[0,"genai.types.RealtimeInputConfig.turn_coverage",false]],"turn_coverage (genai.types.realtimeinputconfigdict attribute)":[[0,"genai.types.RealtimeInputConfigDict.turn_coverage",false]],"turn_coverage_unspecified (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_COVERAGE_UNSPECIFIED",false]],"turn_includes_all_input (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_INCLUDES_ALL_INPUT",false]],"turn_includes_audio_activity_and_all_video (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO",false]],"turn_includes_only_activity (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_INCLUDES_ONLY_ACTIVITY",false]],"turncompletereason (class in genai.types)":[[0,"genai.types.TurnCompleteReason",false]],"turncoverage (class in genai.types)":[[0,"genai.types.TurnCoverage",false]],"turns (genai.types.liveclientcontent attribute)":[[0,"genai.types.LiveClientContent.turns",false]],"turns (genai.types.liveclientcontentdict attribute)":[[0,"genai.types.LiveClientContentDict.turns",false]],"type (class in genai.types)":[[0,"genai.types.Type",false]],"type (genai.types.computationbasedmetricspec attribute)":[[0,"genai.types.ComputationBasedMetricSpec.type",false]],"type (genai.types.computationbasedmetricspecdict attribute)":[[0,"genai.types.ComputationBasedMetricSpecDict.type",false]],"type (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.type",false]],"type (genai.types.schema attribute)":[[0,"genai.types.Schema.type",false]],"type (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.type",false]],"type_unspecified (genai.types.type attribute)":[[0,"genai.types.Type.TYPE_UNSPECIFIED",false]],"type_unspecified (genai.types.voiceactivitytype attribute)":[[0,"genai.types.VoiceActivityType.TYPE_UNSPECIFIED",false]],"unexpected_tool_call (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.UNEXPECTED_TOOL_CALL",false]],"unifiedmetricdict (class in genai.types)":[[0,"genai.types.UnifiedMetricDict",false]],"unique_items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.unique_items",false]],"unsafe_prompt_for_image_generation (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.UNSAFE_PROMPT_FOR_IMAGE_GENERATION",false]],"unspecified (genai.types.behavior attribute)":[[0,"genai.types.Behavior.UNSPECIFIED",false]],"unspecified (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.UNSPECIFIED",false]],"unstable_experimental (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.UNSTABLE_EXPERIMENTAL",false]],"update() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.update",false]],"update() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.update",false]],"update() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.update",false]],"update() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.update",false]],"update() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.update",false]],"update() (genai.models.models method)":[[0,"genai.models.Models.update",false]],"update_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.update_time",false]],"update_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.update_time",false]],"update_time (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.update_time",false]],"update_time (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.update_time",false]],"update_time (genai.types.document attribute)":[[0,"genai.types.Document.update_time",false]],"update_time (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.update_time",false]],"update_time (genai.types.file attribute)":[[0,"genai.types.File.update_time",false]],"update_time (genai.types.filedict attribute)":[[0,"genai.types.FileDict.update_time",false]],"update_time (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.update_time",false]],"update_time (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.update_time",false]],"update_time (genai.types.tunedmodelinfo attribute)":[[0,"genai.types.TunedModelInfo.update_time",false]],"update_time (genai.types.tunedmodelinfodict attribute)":[[0,"genai.types.TunedModelInfoDict.update_time",false]],"update_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.update_time",false]],"update_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.update_time",false]],"updatecachedcontentconfigdict (class in genai.types)":[[0,"genai.types.UpdateCachedContentConfigDict",false]],"updatemodelconfigdict (class in genai.types)":[[0,"genai.types.UpdateModelConfigDict",false]],"uploaded (genai.types.filesource attribute)":[[0,"genai.types.FileSource.UPLOADED",false]],"uploadfileconfigdict (class in genai.types)":[[0,"genai.types.UploadFileConfigDict",false]],"uploadtofilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.UploadToFileSearchStoreConfigDict",false]],"uploadtofilesearchstoreresponsedict (class in genai.types)":[[0,"genai.types.UploadToFileSearchStoreResponseDict",false]],"uploadtofilesearchstoreresumableresponsedict (class in genai.types)":[[0,"genai.types.UploadToFileSearchStoreResumableResponseDict",false]],"upscale_factor (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.upscale_factor",false]],"upscale_factor (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.upscale_factor",false]],"upscale_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.upscale_image",false]],"upscale_image() (genai.models.models method)":[[0,"genai.models.Models.upscale_image",false]],"upscaleimageconfigdict (class in genai.types)":[[0,"genai.types.UpscaleImageConfigDict",false]],"upscaleimageparametersdict (class in genai.types)":[[0,"genai.types.UpscaleImageParametersDict",false]],"upscaleimageresponsedict (class in genai.types)":[[0,"genai.types.UpscaleImageResponseDict",false]],"uri (genai.types.citation attribute)":[[0,"genai.types.Citation.uri",false]],"uri (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.uri",false]],"uri (genai.types.delivery attribute)":[[0,"genai.types.Delivery.URI",false]],"uri (genai.types.file attribute)":[[0,"genai.types.File.uri",false]],"uri (genai.types.filedict attribute)":[[0,"genai.types.FileDict.uri",false]],"uri (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.uri",false]],"uri (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.uri",false]],"uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattribution attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri",false]],"uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattributiondict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.uri",false]],"uri (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.uri",false]],"uri (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.uri",false]],"uri (genai.types.groundingchunkweb attribute)":[[0,"genai.types.GroundingChunkWeb.uri",false]],"uri (genai.types.groundingchunkwebdict attribute)":[[0,"genai.types.GroundingChunkWebDict.uri",false]],"uri (genai.types.video attribute)":[[0,"genai.types.Video.uri",false]],"uri (genai.types.videodict attribute)":[[0,"genai.types.VideoDict.uri",false]],"uris (genai.types.gcssource attribute)":[[0,"genai.types.GcsSource.uris",false]],"uris (genai.types.gcssourcedict attribute)":[[0,"genai.types.GcsSourceDict.uris",false]],"uris (genai.types.webhookconfig attribute)":[[0,"genai.types.WebhookConfig.uris",false]],"uris (genai.types.webhookconfigdict attribute)":[[0,"genai.types.WebhookConfigDict.uris",false]],"url (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.url",false]],"url (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.url",false]],"url (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.url",false]],"url (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.url",false]],"url_context (genai.types.tool attribute)":[[0,"genai.types.Tool.url_context",false]],"url_context (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.url_context",false]],"url_context (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.URL_CONTEXT",false]],"url_context_metadata (genai.types.candidate attribute)":[[0,"genai.types.Candidate.url_context_metadata",false]],"url_context_metadata (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.url_context_metadata",false]],"url_context_metadata (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.url_context_metadata",false]],"url_context_metadata (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.url_context_metadata",false]],"url_metadata (genai.types.urlcontextmetadata attribute)":[[0,"genai.types.UrlContextMetadata.url_metadata",false]],"url_metadata (genai.types.urlcontextmetadatadict attribute)":[[0,"genai.types.UrlContextMetadataDict.url_metadata",false]],"url_retrieval_status (genai.types.urlmetadata attribute)":[[0,"genai.types.UrlMetadata.url_retrieval_status",false]],"url_retrieval_status (genai.types.urlmetadatadict attribute)":[[0,"genai.types.UrlMetadataDict.url_retrieval_status",false]],"url_retrieval_status_error (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_ERROR",false]],"url_retrieval_status_paywall (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_PAYWALL",false]],"url_retrieval_status_success (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_SUCCESS",false]],"url_retrieval_status_unsafe (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_UNSAFE",false]],"url_retrieval_status_unspecified (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_UNSPECIFIED",false]],"urlcontextdict (class in genai.types)":[[0,"genai.types.UrlContextDict",false]],"urlcontextmetadatadict (class in genai.types)":[[0,"genai.types.UrlContextMetadataDict",false]],"urlmetadatadict (class in genai.types)":[[0,"genai.types.UrlMetadataDict",false]],"urlretrievalstatus (class in genai.types)":[[0,"genai.types.UrlRetrievalStatus",false]],"usage_metadata (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.usage_metadata",false]],"usage_metadata (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.usage_metadata",false]],"usage_metadata (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.usage_metadata",false]],"usage_metadata (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.usage_metadata",false]],"usage_metadata (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.usage_metadata",false]],"usage_metadata (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.usage_metadata",false]],"usagemetadatadict (class in genai.types)":[[0,"genai.types.UsageMetadataDict",false]],"use_effective_order (genai.types.bleuspec attribute)":[[0,"genai.types.BleuSpec.use_effective_order",false]],"use_effective_order (genai.types.bleuspecdict attribute)":[[0,"genai.types.BleuSpecDict.use_effective_order",false]],"use_stemmer (genai.types.rougespec attribute)":[[0,"genai.types.RougeSpec.use_stemmer",false]],"use_stemmer (genai.types.rougespecdict attribute)":[[0,"genai.types.RougeSpecDict.use_stemmer",false]],"user_consent_management (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.USER_CONSENT_MANAGEMENT",false]],"user_dataset_examples (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_dataset_examples",false]],"user_dataset_examples (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_dataset_examples",false]],"user_dataset_examples (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.user_dataset_examples",false]],"user_dataset_examples (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.user_dataset_examples",false]],"user_dataset_examples (genai.types.reinforcementtuninguserdatasetexamples attribute)":[[0,"genai.types.ReinforcementTuningUserDatasetExamples.user_dataset_examples",false]],"user_dataset_examples (genai.types.reinforcementtuninguserdatasetexamplesdict attribute)":[[0,"genai.types.ReinforcementTuningUserDatasetExamplesDict.user_dataset_examples",false]],"user_dataset_examples (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_dataset_examples",false]],"user_dataset_examples (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_dataset_examples",false]],"user_input_token_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_input_token_distribution",false]],"user_message_per_example_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_message_per_example_distribution",false]],"user_message_per_example_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_message_per_example_distribution",false]],"user_message_per_example_distribution (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_message_per_example_distribution",false]],"user_message_per_example_distribution (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_message_per_example_distribution",false]],"user_metadata (genai.types.webhookconfig attribute)":[[0,"genai.types.WebhookConfig.user_metadata",false]],"user_metadata (genai.types.webhookconfigdict attribute)":[[0,"genai.types.WebhookConfigDict.user_metadata",false]],"user_output_token_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_output_token_distribution",false]],"user_requested_aux_info (genai.types.reinforcementtuningrewardinfo attribute)":[[0,"genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info",false]],"user_requested_aux_info (genai.types.reinforcementtuningrewardinfodict attribute)":[[0,"genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info",false]],"uses (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.uses",false]],"uses (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.uses",false]],"uses (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.uses",false]],"uses (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.uses",false]],"vad_signal_type (genai.types.voiceactivitydetectionsignal attribute)":[[0,"genai.types.VoiceActivityDetectionSignal.vad_signal_type",false]],"vad_signal_type (genai.types.voiceactivitydetectionsignaldict attribute)":[[0,"genai.types.VoiceActivityDetectionSignalDict.vad_signal_type",false]],"vad_signal_type_eos (genai.types.vadsignaltype attribute)":[[0,"genai.types.VadSignalType.VAD_SIGNAL_TYPE_EOS",false]],"vad_signal_type_sos (genai.types.vadsignaltype attribute)":[[0,"genai.types.VadSignalType.VAD_SIGNAL_TYPE_SOS",false]],"vad_signal_type_unspecified (genai.types.vadsignaltype attribute)":[[0,"genai.types.VadSignalType.VAD_SIGNAL_TYPE_UNSPECIFIED",false]],"vadsignaltype (class in genai.types)":[[0,"genai.types.VadSignalType",false]],"validate_name() (genai.types.metric method)":[[0,"genai.types.Metric.validate_name",false]],"validate_reward() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.validate_reward",false]],"validate_reward() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.validate_reward",false]],"validated (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.VALIDATED",false]],"validaterewardconfigdict (class in genai.types)":[[0,"genai.types.ValidateRewardConfigDict",false]],"validaterewardresponsedict (class in genai.types)":[[0,"genai.types.ValidateRewardResponseDict",false]],"validation_dataset (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.validation_dataset",false]],"validation_dataset (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.validation_dataset",false]],"validation_dataset_uri (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.fullfinetuningspec attribute)":[[0,"genai.types.FullFineTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.fullfinetuningspecdict attribute)":[[0,"genai.types.FullFineTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.partnermodeltuningspec attribute)":[[0,"genai.types.PartnerModelTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.partnermodeltuningspecdict attribute)":[[0,"genai.types.PartnerModelTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veotuningspec attribute)":[[0,"genai.types.VeoTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veotuningspecdict attribute)":[[0,"genai.types.VeoTuningSpecDict.validation_dataset_uri",false]],"value_string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression",false]],"value_string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.value_string_match_expression",false]],"values (genai.types.contentembedding attribute)":[[0,"genai.types.ContentEmbedding.values",false]],"values (genai.types.groundingchunkstringlist attribute)":[[0,"genai.types.GroundingChunkStringList.values",false]],"values (genai.types.stringlist attribute)":[[0,"genai.types.StringList.values",false]],"variance (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.VARIANCE",false]],"vector_distance_threshold (genai.types.ragretrievalconfigfilter attribute)":[[0,"genai.types.RagRetrievalConfigFilter.vector_distance_threshold",false]],"vector_distance_threshold (genai.types.ragretrievalconfigfilterdict attribute)":[[0,"genai.types.RagRetrievalConfigFilterDict.vector_distance_threshold",false]],"vector_distance_threshold (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.vector_distance_threshold",false]],"vector_distance_threshold (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.vector_distance_threshold",false]],"vector_similarity_threshold (genai.types.ragretrievalconfigfilter attribute)":[[0,"genai.types.RagRetrievalConfigFilter.vector_similarity_threshold",false]],"vector_similarity_threshold (genai.types.ragretrievalconfigfilterdict attribute)":[[0,"genai.types.RagRetrievalConfigFilterDict.vector_similarity_threshold",false]],"veo_data_mixture_ratio (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.veo_data_mixture_ratio",false]],"veo_data_mixture_ratio (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.veo_data_mixture_ratio",false]],"veo_lora_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.veo_lora_tuning_spec",false]],"veo_lora_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.veo_lora_tuning_spec",false]],"veo_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.veo_tuning_spec",false]],"veo_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.veo_tuning_spec",false]],"veohyperparametersdict (class in genai.types)":[[0,"genai.types.VeoHyperParametersDict",false]],"veoloratuningspecdict (class in genai.types)":[[0,"genai.types.VeoLoraTuningSpecDict",false]],"veotuningspecdict (class in genai.types)":[[0,"genai.types.VeoTuningSpecDict",false]],"verbatim (genai.types.audiotranscriptionconfigmode attribute)":[[0,"genai.types.AudioTranscriptionConfigMode.VERBATIM",false]],"version (genai.types.model attribute)":[[0,"genai.types.Model.version",false]],"version (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.version",false]],"vertex_ai_search (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.vertex_ai_search",false]],"vertex_ai_search (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.vertex_ai_search",false]],"vertex_dataset (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.vertex_dataset",false]],"vertex_dataset (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.vertex_dataset",false]],"vertex_dataset_name (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.vertex_dataset_name",false]],"vertex_dataset_name (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.vertex_dataset_name",false]],"vertex_dataset_resource (genai.types.tuningdataset attribute)":[[0,"genai.types.TuningDataset.vertex_dataset_resource",false]],"vertex_dataset_resource (genai.types.tuningdatasetdict attribute)":[[0,"genai.types.TuningDatasetDict.vertex_dataset_resource",false]],"vertex_dataset_resource (genai.types.tuningvalidationdataset attribute)":[[0,"genai.types.TuningValidationDataset.vertex_dataset_resource",false]],"vertex_dataset_resource (genai.types.tuningvalidationdatasetdict attribute)":[[0,"genai.types.TuningValidationDatasetDict.vertex_dataset_resource",false]],"vertex_multimodal_dataset_name (genai.types.batchjoboutputinfo attribute)":[[0,"genai.types.BatchJobOutputInfo.vertex_multimodal_dataset_name",false]],"vertex_multimodal_dataset_name (genai.types.batchjoboutputinfodict attribute)":[[0,"genai.types.BatchJobOutputInfoDict.vertex_multimodal_dataset_name",false]],"vertex_rag_store (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.vertex_rag_store",false]],"vertex_rag_store (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.vertex_rag_store",false]],"vertexai (genai.client.client attribute)":[[0,"genai.client.Client.vertexai",false]],"vertexai (genai.client.client property)":[[0,"id0",false]],"vertexaisearchdatastorespecdict (class in genai.types)":[[0,"genai.types.VertexAISearchDataStoreSpecDict",false]],"vertexaisearchdict (class in genai.types)":[[0,"genai.types.VertexAISearchDict",false]],"vertexmultimodaldatasetdestinationdict (class in genai.types)":[[0,"genai.types.VertexMultimodalDatasetDestinationDict",false]],"vertexragstoredict (class in genai.types)":[[0,"genai.types.VertexRagStoreDict",false]],"vertexragstoreragresourcedict (class in genai.types)":[[0,"genai.types.VertexRagStoreRagResourceDict",false]],"video (genai.types.generatedvideo attribute)":[[0,"genai.types.GeneratedVideo.video",false]],"video (genai.types.generatedvideodict attribute)":[[0,"genai.types.GeneratedVideoDict.video",false]],"video (genai.types.generatevideossource attribute)":[[0,"genai.types.GenerateVideosSource.video",false]],"video (genai.types.generatevideossourcedict attribute)":[[0,"genai.types.GenerateVideosSourceDict.video",false]],"video (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.video",false]],"video (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.video",false]],"video (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.video",false]],"video (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.video",false]],"video (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.VIDEO",false]],"video (genai.types.modality attribute)":[[0,"genai.types.Modality.VIDEO",false]],"video (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.video",false]],"video (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.video",false]],"video_bitrate_bps (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.video_bitrate_bps",false]],"video_bitrate_bps (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.video_bitrate_bps",false]],"video_bytes (genai.types.video attribute)":[[0,"genai.types.Video.video_bytes",false]],"video_bytes (genai.types.videodict attribute)":[[0,"genai.types.VideoDict.video_bytes",false]],"video_duration_seconds (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.video_duration_seconds",false]],"video_duration_seconds (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.video_duration_seconds",false]],"video_metadata (genai.types.file attribute)":[[0,"genai.types.File.video_metadata",false]],"video_metadata (genai.types.filedict attribute)":[[0,"genai.types.FileDict.video_metadata",false]],"video_metadata (genai.types.part attribute)":[[0,"genai.types.Part.video_metadata",false]],"video_metadata (genai.types.partdict attribute)":[[0,"genai.types.PartDict.video_metadata",false]],"video_orientation (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.video_orientation",false]],"video_orientation (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.video_orientation",false]],"video_orientation_unspecified (genai.types.videoorientation attribute)":[[0,"genai.types.VideoOrientation.VIDEO_ORIENTATION_UNSPECIFIED",false]],"videocompressionquality (class in genai.types)":[[0,"genai.types.VideoCompressionQuality",false]],"videodict (class in genai.types)":[[0,"genai.types.VideoDict",false]],"videogenerationmaskdict (class in genai.types)":[[0,"genai.types.VideoGenerationMaskDict",false]],"videogenerationmaskmode (class in genai.types)":[[0,"genai.types.VideoGenerationMaskMode",false]],"videogenerationreferenceimagedict (class in genai.types)":[[0,"genai.types.VideoGenerationReferenceImageDict",false]],"videogenerationreferencetype (class in genai.types)":[[0,"genai.types.VideoGenerationReferenceType",false]],"videometadatadict (class in genai.types)":[[0,"genai.types.VideoMetadataDict",false]],"videoorientation (class in genai.types)":[[0,"genai.types.VideoOrientation",false]],"videoresponseformatdict (class in genai.types)":[[0,"genai.types.VideoResponseFormatDict",false]],"vocalization (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.VOCALIZATION",false]],"voice_activity (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.voice_activity",false]],"voice_activity (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.voice_activity",false]],"voice_activity_detection_signal (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.voice_activity_detection_signal",false]],"voice_activity_detection_signal (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.voice_activity_detection_signal",false]],"voice_activity_type (genai.types.voiceactivity attribute)":[[0,"genai.types.VoiceActivity.voice_activity_type",false]],"voice_activity_type (genai.types.voiceactivitydict attribute)":[[0,"genai.types.VoiceActivityDict.voice_activity_type",false]],"voice_config (genai.types.speakervoiceconfig attribute)":[[0,"genai.types.SpeakerVoiceConfig.voice_config",false]],"voice_config (genai.types.speakervoiceconfigdict attribute)":[[0,"genai.types.SpeakerVoiceConfigDict.voice_config",false]],"voice_config (genai.types.speechconfig attribute)":[[0,"genai.types.SpeechConfig.voice_config",false]],"voice_config (genai.types.speechconfigdict attribute)":[[0,"genai.types.SpeechConfigDict.voice_config",false]],"voice_consent_signature (genai.types.liveserversetupcomplete attribute)":[[0,"genai.types.LiveServerSetupComplete.voice_consent_signature",false]],"voice_consent_signature (genai.types.liveserversetupcompletedict attribute)":[[0,"genai.types.LiveServerSetupCompleteDict.voice_consent_signature",false]],"voice_consent_signature (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.voice_consent_signature",false]],"voice_consent_signature (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.voice_consent_signature",false]],"voice_name (genai.types.prebuiltvoiceconfig attribute)":[[0,"genai.types.PrebuiltVoiceConfig.voice_name",false]],"voice_name (genai.types.prebuiltvoiceconfigdict attribute)":[[0,"genai.types.PrebuiltVoiceConfigDict.voice_name",false]],"voice_sample_audio (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.voice_sample_audio",false]],"voice_sample_audio (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.voice_sample_audio",false]],"voiceactivitydetectionsignaldict (class in genai.types)":[[0,"genai.types.VoiceActivityDetectionSignalDict",false]],"voiceactivitydict (class in genai.types)":[[0,"genai.types.VoiceActivityDict",false]],"voiceactivitytype (class in genai.types)":[[0,"genai.types.VoiceActivityType",false]],"voiceconfigdict (class in genai.types)":[[0,"genai.types.VoiceConfigDict",false]],"voiceconsentsignaturedict (class in genai.types)":[[0,"genai.types.VoiceConsentSignatureDict",false]],"waiting_for_input (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.waiting_for_input",false]],"waiting_for_input (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.waiting_for_input",false]],"web (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.web",false]],"web (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.web",false]],"web_search (genai.types.searchtypes attribute)":[[0,"genai.types.SearchTypes.web_search",false]],"web_search (genai.types.searchtypesdict attribute)":[[0,"genai.types.SearchTypesDict.web_search",false]],"web_search_queries (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.web_search_queries",false]],"web_search_queries (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.web_search_queries",false]],"webhook_config (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.webhook_config",false]],"webhook_config (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.webhook_config",false]],"webhook_config (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.webhook_config",false]],"webhook_config (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.webhook_config",false]],"webhookconfigdict (class in genai.types)":[[0,"genai.types.WebhookConfigDict",false]],"webhooks (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.webhooks",false]],"webhooks (genai.client.client property)":[[0,"genai.client.Client.webhooks",false]],"websearchdict (class in genai.types)":[[0,"genai.types.WebSearchDict",false]],"weight (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfig attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight",false]],"weight (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfigdict attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.weight",false]],"weight (genai.types.weightedprompt attribute)":[[0,"genai.types.WeightedPrompt.weight",false]],"weight (genai.types.weightedpromptdict attribute)":[[0,"genai.types.WeightedPromptDict.weight",false]],"weighted_prompts (genai.types.livemusicclientcontent attribute)":[[0,"genai.types.LiveMusicClientContent.weighted_prompts",false]],"weighted_prompts (genai.types.livemusicclientcontentdict attribute)":[[0,"genai.types.LiveMusicClientContentDict.weighted_prompts",false]],"weighted_prompts (genai.types.livemusicsetweightedpromptsparameters attribute)":[[0,"genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts",false]],"weighted_prompts (genai.types.livemusicsetweightedpromptsparametersdict attribute)":[[0,"genai.types.LiveMusicSetWeightedPromptsParametersDict.weighted_prompts",false]],"weighted_reward_configs (genai.types.compositereinforcementtuningrewardconfig attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs",false]],"weighted_reward_configs (genai.types.compositereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigDict.weighted_reward_configs",false]],"weightedpromptdict (class in genai.types)":[[0,"genai.types.WeightedPromptDict",false]],"when_idle (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.WHEN_IDLE",false]],"white_space_config (genai.types.chunkingconfig attribute)":[[0,"genai.types.ChunkingConfig.white_space_config",false]],"white_space_config (genai.types.chunkingconfigdict attribute)":[[0,"genai.types.ChunkingConfigDict.white_space_config",false]],"whitespaceconfigdict (class in genai.types)":[[0,"genai.types.WhiteSpaceConfigDict",false]],"will_continue (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.will_continue",false]],"will_continue (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.will_continue",false]],"will_continue (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.will_continue",false]],"will_continue (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.will_continue",false]],"will_continue (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.will_continue",false]],"will_continue (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.will_continue",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgenagents property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgenenvironments property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgeninteractions property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgentriggers property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgenagents property)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgenenvironments property)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgeninteractions property)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgentriggers property)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.with_raw_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgenagents property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgenenvironments property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgeninteractions property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgentriggers property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgenagents property)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgenenvironments property)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgeninteractions property)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgentriggers property)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.with_streaming_response",false]],"word (genai.types.wordinfo attribute)":[[0,"genai.types.WordInfo.word",false]],"word (genai.types.wordinfodict attribute)":[[0,"genai.types.WordInfoDict.word",false]],"word_timestamp (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.word_timestamp",false]],"word_timestamp (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.word_timestamp",false]],"wordinfodict (class in genai.types)":[[0,"genai.types.WordInfoDict",false]],"words (genai.types.transcription attribute)":[[0,"genai.types.Transcription.words",false]],"words (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.words",false]],"wrong_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward",false]],"wrong_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.wrong_answer_reward",false]],"wrong_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward",false]],"wrong_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.wrong_answer_reward",false]],"year (genai.types.googletypedate attribute)":[[0,"genai.types.GoogleTypeDate.year",false]],"year (genai.types.googletypedatedict attribute)":[[0,"genai.types.GoogleTypeDateDict.year",false]],"zh (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.zh",false]]},"objects":{"genai":[[0,4,0,"-","client"],[0,4,0,"-","live"],[0,4,0,"-","models"],[0,4,0,"-","tokens"],[0,4,0,"-","tunings"],[0,4,0,"-","types"]],"genai._gaos.google_genai":[[0,0,1,"","AsyncGeminiNextGenAgents"],[0,0,1,"","AsyncGeminiNextGenEnvironments"],[0,0,1,"","AsyncGeminiNextGenInteractions"],[0,0,1,"","AsyncGeminiNextGenTriggers"],[0,0,1,"","AsyncGeminiNextGenWebhooks"],[0,0,1,"","GeminiNextGenAgents"],[0,0,1,"","GeminiNextGenEnvironments"],[0,0,1,"","GeminiNextGenInteractions"],[0,0,1,"","GeminiNextGenTriggers"],[0,0,1,"","GeminiNextGenWebhooks"]],"genai._gaos.google_genai.AsyncGeminiNextGenAgents":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments":[[0,1,1,"","create"],[0,1,1,"","create_environment"],[0,1,1,"","delete"],[0,1,1,"","delete_environment"],[0,3,1,"","files"],[0,1,1,"","get"],[0,1,1,"","get_environment"],[0,1,1,"","list"],[0,1,1,"","list_environments"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenInteractions":[[0,1,1,"","cancel"],[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenTriggers":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","list_executions"],[0,1,1,"","run"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","ping"],[0,1,1,"","rotate_signing_secret"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenAgents":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenEnvironments":[[0,1,1,"","create"],[0,1,1,"","create_environment"],[0,1,1,"","delete"],[0,1,1,"","delete_environment"],[0,3,1,"","files"],[0,1,1,"","get"],[0,1,1,"","get_environment"],[0,1,1,"","list"],[0,1,1,"","list_environments"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenInteractions":[[0,1,1,"","cancel"],[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenTriggers":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","list_executions"],[0,1,1,"","run"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenWebhooks":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","ping"],[0,1,1,"","rotate_signing_secret"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai.client":[[0,0,1,"","AsyncClient"],[0,0,1,"","Client"],[0,5,1,"","DebugConfig"]],"genai.client.AsyncClient":[[0,1,1,"","aclose"],[0,2,1,"","agents"],[0,2,1,"","auth_tokens"],[0,2,1,"","batches"],[0,2,1,"","caches"],[0,2,1,"","chats"],[0,2,1,"","environments"],[0,2,1,"","file_search_stores"],[0,2,1,"","files"],[0,2,1,"","interactions"],[0,2,1,"","live"],[0,2,1,"","models"],[0,2,1,"","operations"],[0,2,1,"","triggers"],[0,2,1,"","tunings"],[0,2,1,"","webhooks"]],"genai.client.Client":[[0,2,1,"","agents"],[0,2,1,"","aio"],[0,3,1,"","api_key"],[0,2,1,"","auth_tokens"],[0,2,1,"","batches"],[0,2,1,"","caches"],[0,2,1,"","chats"],[0,1,1,"","close"],[0,3,1,"","credentials"],[0,3,1,"","debug_config"],[0,3,1,"","enterprise"],[0,2,1,"","environments"],[0,2,1,"","file_search_stores"],[0,2,1,"","files"],[0,3,1,"","http_options"],[0,2,1,"","interactions"],[0,3,1,"","location"],[0,2,1,"","models"],[0,2,1,"","operations"],[0,3,1,"","project"],[0,2,1,"","triggers"],[0,2,1,"","tunings"],[0,2,1,"id0","vertexai"],[0,2,1,"","webhooks"]],"genai.client.DebugConfig":[[0,6,1,"","client_mode"],[0,6,1,"","replay_id"],[0,6,1,"","replays_directory"]],"genai.live":[[0,0,1,"","AsyncLive"],[0,0,1,"","AsyncSession"]],"genai.live.AsyncLive":[[0,1,1,"","connect"],[0,2,1,"","music"]],"genai.live.AsyncSession":[[0,1,1,"","close"],[0,1,1,"","receive"],[0,1,1,"","send"],[0,1,1,"","send_client_content"],[0,1,1,"","send_realtime_input"],[0,1,1,"","send_tool_response"],[0,1,1,"","start_stream"]],"genai.models":[[0,0,1,"","AsyncModels"],[0,0,1,"","Models"]],"genai.models.AsyncModels":[[0,1,1,"","compute_tokens"],[0,1,1,"","count_tokens"],[0,1,1,"","delete"],[0,1,1,"","edit_image"],[0,1,1,"","embed_content"],[0,1,1,"","generate_content"],[0,1,1,"","generate_content_stream"],[0,1,1,"","generate_images"],[0,1,1,"","generate_videos"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","recontext_image"],[0,1,1,"","segment_image"],[0,1,1,"","update"],[0,1,1,"","upscale_image"]],"genai.models.Models":[[0,1,1,"","compute_tokens"],[0,1,1,"","count_tokens"],[0,1,1,"","delete"],[0,1,1,"","edit_image"],[0,1,1,"","embed_content"],[0,1,1,"","generate_content"],[0,1,1,"","generate_content_stream"],[0,1,1,"","generate_images"],[0,1,1,"","generate_videos"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","recontext_image"],[0,1,1,"","segment_image"],[0,1,1,"","update"],[0,1,1,"","upscale_image"]],"genai.tokens":[[0,0,1,"","AsyncTokens"],[0,0,1,"","Tokens"]],"genai.tokens.AsyncTokens":[[0,1,1,"","create"]],"genai.tokens.Tokens":[[0,1,1,"","create"]],"genai.tunings":[[0,0,1,"","AsyncTunings"],[0,0,1,"","Tunings"]],"genai.tunings.AsyncTunings":[[0,1,1,"","cancel"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","tune"],[0,1,1,"","validate_reward"]],"genai.tunings.Tunings":[[0,1,1,"","cancel"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","tune"],[0,1,1,"","validate_reward"]],"genai.types":[[0,5,1,"","ActivityEnd"],[0,0,1,"","ActivityEndDict"],[0,0,1,"","ActivityHandling"],[0,5,1,"","ActivityStart"],[0,0,1,"","ActivityStartDict"],[0,0,1,"","AdapterSize"],[0,0,1,"","AggregationMetric"],[0,5,1,"","AggregationOutput"],[0,0,1,"","AggregationOutputDict"],[0,5,1,"","AggregationResult"],[0,0,1,"","AggregationResultDict"],[0,5,1,"","ApiAuth"],[0,5,1,"","ApiAuthApiKeyConfig"],[0,0,1,"","ApiAuthApiKeyConfigDict"],[0,0,1,"","ApiAuthDict"],[0,5,1,"","ApiKeyConfig"],[0,0,1,"","ApiKeyConfigDict"],[0,0,1,"","ApiSpec"],[0,0,1,"","AspectRatio"],[0,5,1,"","AudioChunk"],[0,0,1,"","AudioChunkDict"],[0,5,1,"","AudioResponseFormat"],[0,0,1,"","AudioResponseFormatDict"],[0,5,1,"","AudioTranscriptionConfig"],[0,0,1,"","AudioTranscriptionConfigDict"],[0,0,1,"","AudioTranscriptionConfigMode"],[0,5,1,"","AuthConfig"],[0,0,1,"","AuthConfigDict"],[0,5,1,"","AuthConfigGoogleServiceAccountConfig"],[0,0,1,"","AuthConfigGoogleServiceAccountConfigDict"],[0,5,1,"","AuthConfigHttpBasicAuthConfig"],[0,0,1,"","AuthConfigHttpBasicAuthConfigDict"],[0,5,1,"","AuthConfigOauthConfig"],[0,0,1,"","AuthConfigOauthConfigDict"],[0,5,1,"","AuthConfigOidcConfig"],[0,0,1,"","AuthConfigOidcConfigDict"],[0,5,1,"","AuthToken"],[0,0,1,"","AuthTokenDict"],[0,0,1,"","AuthType"],[0,5,1,"","AutomaticActivityDetection"],[0,0,1,"","AutomaticActivityDetectionDict"],[0,5,1,"","AutomaticFunctionCallingConfig"],[0,0,1,"","AutomaticFunctionCallingConfigDict"],[0,5,1,"","AutoraterConfig"],[0,0,1,"","AutoraterConfigDict"],[0,5,1,"","AvatarConfig"],[0,0,1,"","AvatarConfigDict"],[0,5,1,"","BatchJob"],[0,5,1,"","BatchJobDestination"],[0,0,1,"","BatchJobDestinationDict"],[0,0,1,"","BatchJobDict"],[0,5,1,"","BatchJobOutputInfo"],[0,0,1,"","BatchJobOutputInfoDict"],[0,5,1,"","BatchJobSource"],[0,0,1,"","BatchJobSourceDict"],[0,0,1,"","Behavior"],[0,5,1,"","BigQuerySource"],[0,0,1,"","BigQuerySourceDict"],[0,5,1,"","BleuMetricValue"],[0,0,1,"","BleuMetricValueDict"],[0,5,1,"","BleuSpec"],[0,0,1,"","BleuSpecDict"],[0,5,1,"","Blob"],[0,0,1,"","BlobDict"],[0,0,1,"","BlockedReason"],[0,5,1,"","CachedContent"],[0,0,1,"","CachedContentDict"],[0,5,1,"","CachedContentUsageMetadata"],[0,0,1,"","CachedContentUsageMetadataDict"],[0,5,1,"","CancelBatchJobConfig"],[0,0,1,"","CancelBatchJobConfigDict"],[0,5,1,"","CancelTuningJobConfig"],[0,0,1,"","CancelTuningJobConfigDict"],[0,5,1,"","CancelTuningJobResponse"],[0,0,1,"","CancelTuningJobResponseDict"],[0,5,1,"","Candidate"],[0,0,1,"","CandidateDict"],[0,5,1,"","Checkpoint"],[0,0,1,"","CheckpointDict"],[0,5,1,"","ChunkingConfig"],[0,0,1,"","ChunkingConfigDict"],[0,5,1,"","Citation"],[0,0,1,"","CitationDict"],[0,5,1,"","CitationMetadata"],[0,0,1,"","CitationMetadataDict"],[0,5,1,"","CodeExecutionResult"],[0,0,1,"","CodeExecutionResultDict"],[0,5,1,"","CompletionStats"],[0,0,1,"","CompletionStatsDict"],[0,5,1,"","CompositeReinforcementTuningRewardConfig"],[0,0,1,"","CompositeReinforcementTuningRewardConfigDict"],[0,5,1,"","CompositeReinforcementTuningRewardConfigWeightedRewardConfig"],[0,0,1,"","CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict"],[0,5,1,"","ComputationBasedMetricSpec"],[0,0,1,"","ComputationBasedMetricSpecDict"],[0,0,1,"","ComputationBasedMetricType"],[0,5,1,"","ComputeTokensConfig"],[0,0,1,"","ComputeTokensConfigDict"],[0,5,1,"","ComputeTokensResponse"],[0,0,1,"","ComputeTokensResponseDict"],[0,5,1,"","ComputeTokensResult"],[0,0,1,"","ComputeTokensResultDict"],[0,5,1,"","ComputerUse"],[0,0,1,"","ComputerUseDict"],[0,5,1,"","Content"],[0,0,1,"","ContentDict"],[0,5,1,"","ContentEmbedding"],[0,0,1,"","ContentEmbeddingDict"],[0,5,1,"","ContentEmbeddingStatistics"],[0,0,1,"","ContentEmbeddingStatisticsDict"],[0,5,1,"","ContentReferenceImage"],[0,0,1,"","ContentReferenceImageDict"],[0,5,1,"","ContextWindowCompressionConfig"],[0,0,1,"","ContextWindowCompressionConfigDict"],[0,5,1,"","ControlReferenceConfig"],[0,0,1,"","ControlReferenceConfigDict"],[0,5,1,"","ControlReferenceImage"],[0,0,1,"","ControlReferenceImageDict"],[0,0,1,"","ControlReferenceType"],[0,5,1,"","CountTokensConfig"],[0,0,1,"","CountTokensConfigDict"],[0,5,1,"","CountTokensResponse"],[0,0,1,"","CountTokensResponseDict"],[0,5,1,"","CountTokensResult"],[0,0,1,"","CountTokensResultDict"],[0,5,1,"","CreateAuthTokenConfig"],[0,0,1,"","CreateAuthTokenConfigDict"],[0,5,1,"","CreateAuthTokenParameters"],[0,0,1,"","CreateAuthTokenParametersDict"],[0,5,1,"","CreateBatchJobConfig"],[0,0,1,"","CreateBatchJobConfigDict"],[0,5,1,"","CreateCachedContentConfig"],[0,0,1,"","CreateCachedContentConfigDict"],[0,5,1,"","CreateEmbeddingsBatchJobConfig"],[0,0,1,"","CreateEmbeddingsBatchJobConfigDict"],[0,5,1,"","CreateFileConfig"],[0,0,1,"","CreateFileConfigDict"],[0,5,1,"","CreateFileResponse"],[0,0,1,"","CreateFileResponseDict"],[0,5,1,"","CreateFileSearchStoreConfig"],[0,0,1,"","CreateFileSearchStoreConfigDict"],[0,5,1,"","CreateTuningJobConfig"],[0,0,1,"","CreateTuningJobConfigDict"],[0,5,1,"","CreateTuningJobParameters"],[0,0,1,"","CreateTuningJobParametersDict"],[0,5,1,"","CustomCodeExecutionResult"],[0,0,1,"","CustomCodeExecutionResultDict"],[0,5,1,"","CustomCodeExecutionSpec"],[0,0,1,"","CustomCodeExecutionSpecDict"],[0,5,1,"","CustomMetadata"],[0,0,1,"","CustomMetadataDict"],[0,5,1,"","CustomOutput"],[0,0,1,"","CustomOutputDict"],[0,5,1,"","CustomOutputFormatConfig"],[0,0,1,"","CustomOutputFormatConfigDict"],[0,5,1,"","CustomizedAvatar"],[0,0,1,"","CustomizedAvatarDict"],[0,5,1,"","DatasetDistribution"],[0,0,1,"","DatasetDistributionDict"],[0,5,1,"","DatasetDistributionDistributionBucket"],[0,0,1,"","DatasetDistributionDistributionBucketDict"],[0,5,1,"","DatasetStats"],[0,0,1,"","DatasetStatsDict"],[0,5,1,"","DeleteBatchJobConfig"],[0,0,1,"","DeleteBatchJobConfigDict"],[0,5,1,"","DeleteCachedContentConfig"],[0,0,1,"","DeleteCachedContentConfigDict"],[0,5,1,"","DeleteCachedContentResponse"],[0,0,1,"","DeleteCachedContentResponseDict"],[0,5,1,"","DeleteDocumentConfig"],[0,0,1,"","DeleteDocumentConfigDict"],[0,5,1,"","DeleteFileConfig"],[0,0,1,"","DeleteFileConfigDict"],[0,5,1,"","DeleteFileResponse"],[0,0,1,"","DeleteFileResponseDict"],[0,5,1,"","DeleteFileSearchStoreConfig"],[0,0,1,"","DeleteFileSearchStoreConfigDict"],[0,5,1,"","DeleteModelConfig"],[0,0,1,"","DeleteModelConfigDict"],[0,5,1,"","DeleteModelResponse"],[0,0,1,"","DeleteModelResponseDict"],[0,5,1,"","DeleteResourceJob"],[0,0,1,"","DeleteResourceJobDict"],[0,0,1,"","Delivery"],[0,5,1,"","DistillationDataStats"],[0,0,1,"","DistillationDataStatsDict"],[0,5,1,"","DistillationHyperParameters"],[0,0,1,"","DistillationHyperParametersDict"],[0,5,1,"","DistillationSamplingSpec"],[0,0,1,"","DistillationSamplingSpecDict"],[0,5,1,"","DistillationSpec"],[0,0,1,"","DistillationSpecDict"],[0,5,1,"","Document"],[0,0,1,"","DocumentDict"],[0,0,1,"","DocumentState"],[0,5,1,"","DownloadFileConfig"],[0,0,1,"","DownloadFileConfigDict"],[0,5,1,"","DownloadMediaConfig"],[0,0,1,"","DownloadMediaConfigDict"],[0,5,1,"","DynamicRetrievalConfig"],[0,0,1,"","DynamicRetrievalConfigDict"],[0,0,1,"","DynamicRetrievalConfigMode"],[0,5,1,"","EditImageConfig"],[0,0,1,"","EditImageConfigDict"],[0,5,1,"","EditImageResponse"],[0,0,1,"","EditImageResponseDict"],[0,0,1,"","EditMode"],[0,5,1,"","EmbedContentBatch"],[0,0,1,"","EmbedContentBatchDict"],[0,5,1,"","EmbedContentConfig"],[0,0,1,"","EmbedContentConfigDict"],[0,5,1,"","EmbedContentMetadata"],[0,0,1,"","EmbedContentMetadataDict"],[0,5,1,"","EmbedContentParameters"],[0,0,1,"","EmbedContentParametersDict"],[0,5,1,"","EmbedContentResponse"],[0,0,1,"","EmbedContentResponseDict"],[0,0,1,"","EmbeddingApiType"],[0,5,1,"","EmbeddingsBatchJobSource"],[0,0,1,"","EmbeddingsBatchJobSourceDict"],[0,5,1,"","EncryptionSpec"],[0,0,1,"","EncryptionSpecDict"],[0,0,1,"","EndSensitivity"],[0,5,1,"","Endpoint"],[0,0,1,"","EndpointDict"],[0,5,1,"","EnterpriseWebSearch"],[0,0,1,"","EnterpriseWebSearchDict"],[0,5,1,"","EntityLabel"],[0,0,1,"","EntityLabelDict"],[0,0,1,"","Environment"],[0,5,1,"","EvaluateDatasetResponse"],[0,0,1,"","EvaluateDatasetResponseDict"],[0,5,1,"","EvaluateDatasetRun"],[0,0,1,"","EvaluateDatasetRunDict"],[0,5,1,"","EvaluationConfig"],[0,0,1,"","EvaluationConfigDict"],[0,5,1,"","EvaluationDataset"],[0,0,1,"","EvaluationDatasetDict"],[0,5,1,"","EvaluationParserConfig"],[0,5,1,"","EvaluationParserConfigCustomCodeParserConfig"],[0,0,1,"","EvaluationParserConfigCustomCodeParserConfigDict"],[0,0,1,"","EvaluationParserConfigDict"],[0,5,1,"","ExactMatchMetricValue"],[0,0,1,"","ExactMatchMetricValueDict"],[0,5,1,"","ExecutableCode"],[0,0,1,"","ExecutableCodeDict"],[0,5,1,"","ExternalApi"],[0,0,1,"","ExternalApiDict"],[0,5,1,"","ExternalApiElasticSearchParams"],[0,0,1,"","ExternalApiElasticSearchParamsDict"],[0,5,1,"","ExternalApiSimpleSearchParams"],[0,0,1,"","ExternalApiSimpleSearchParamsDict"],[0,0,1,"","FeatureSelectionPreference"],[0,5,1,"","FetchPredictOperationConfig"],[0,0,1,"","FetchPredictOperationConfigDict"],[0,5,1,"","File"],[0,5,1,"","FileData"],[0,0,1,"","FileDataDict"],[0,0,1,"","FileDict"],[0,5,1,"","FileSearch"],[0,0,1,"","FileSearchDict"],[0,5,1,"","FileSearchStore"],[0,0,1,"","FileSearchStoreDict"],[0,0,1,"","FileSource"],[0,0,1,"","FileState"],[0,5,1,"","FileStatus"],[0,0,1,"","FileStatusDict"],[0,0,1,"","FinishReason"],[0,5,1,"","FullFineTuningSpec"],[0,0,1,"","FullFineTuningSpecDict"],[0,5,1,"","FunctionCall"],[0,0,1,"","FunctionCallDict"],[0,5,1,"","FunctionCallingConfig"],[0,0,1,"","FunctionCallingConfigDict"],[0,0,1,"","FunctionCallingConfigMode"],[0,5,1,"","FunctionDeclaration"],[0,0,1,"","FunctionDeclarationDict"],[0,5,1,"","FunctionResponse"],[0,5,1,"","FunctionResponseBlob"],[0,0,1,"","FunctionResponseBlobDict"],[0,0,1,"","FunctionResponseDict"],[0,5,1,"","FunctionResponseFileData"],[0,0,1,"","FunctionResponseFileDataDict"],[0,5,1,"","FunctionResponsePart"],[0,0,1,"","FunctionResponsePartDict"],[0,0,1,"","FunctionResponseScheduling"],[0,5,1,"","GcsDestination"],[0,0,1,"","GcsDestinationDict"],[0,5,1,"","GcsSource"],[0,0,1,"","GcsSourceDict"],[0,5,1,"","GeminiPreferenceExample"],[0,5,1,"","GeminiPreferenceExampleCompletion"],[0,0,1,"","GeminiPreferenceExampleCompletionDict"],[0,0,1,"","GeminiPreferenceExampleDict"],[0,5,1,"","GenerateContentConfig"],[0,0,1,"","GenerateContentConfigDict"],[0,5,1,"","GenerateContentResponse"],[0,0,1,"","GenerateContentResponseDict"],[0,5,1,"","GenerateContentResponsePromptFeedback"],[0,0,1,"","GenerateContentResponsePromptFeedbackDict"],[0,5,1,"","GenerateContentResponseUsageMetadata"],[0,0,1,"","GenerateContentResponseUsageMetadataDict"],[0,5,1,"","GenerateImagesConfig"],[0,0,1,"","GenerateImagesConfigDict"],[0,5,1,"","GenerateImagesResponse"],[0,0,1,"","GenerateImagesResponseDict"],[0,5,1,"","GenerateVideosConfig"],[0,0,1,"","GenerateVideosConfigDict"],[0,5,1,"","GenerateVideosOperation"],[0,5,1,"","GenerateVideosResponse"],[0,0,1,"","GenerateVideosResponseDict"],[0,5,1,"","GenerateVideosSource"],[0,0,1,"","GenerateVideosSourceDict"],[0,5,1,"","GeneratedImage"],[0,0,1,"","GeneratedImageDict"],[0,5,1,"","GeneratedImageMask"],[0,0,1,"","GeneratedImageMaskDict"],[0,5,1,"","GeneratedVideo"],[0,0,1,"","GeneratedVideoDict"],[0,5,1,"","GenerationConfig"],[0,0,1,"","GenerationConfigDict"],[0,5,1,"","GenerationConfigRoutingConfig"],[0,5,1,"","GenerationConfigRoutingConfigAutoRoutingMode"],[0,0,1,"","GenerationConfigRoutingConfigAutoRoutingModeDict"],[0,0,1,"","GenerationConfigRoutingConfigDict"],[0,5,1,"","GenerationConfigRoutingConfigManualRoutingMode"],[0,0,1,"","GenerationConfigRoutingConfigManualRoutingModeDict"],[0,5,1,"","GenerationConfigThinkingConfig"],[0,0,1,"","GenerationConfigThinkingConfigDict"],[0,5,1,"","GetBatchJobConfig"],[0,0,1,"","GetBatchJobConfigDict"],[0,5,1,"","GetCachedContentConfig"],[0,0,1,"","GetCachedContentConfigDict"],[0,5,1,"","GetDocumentConfig"],[0,0,1,"","GetDocumentConfigDict"],[0,5,1,"","GetFileConfig"],[0,0,1,"","GetFileConfigDict"],[0,5,1,"","GetFileSearchStoreConfig"],[0,0,1,"","GetFileSearchStoreConfigDict"],[0,5,1,"","GetModelConfig"],[0,0,1,"","GetModelConfigDict"],[0,5,1,"","GetOperationConfig"],[0,0,1,"","GetOperationConfigDict"],[0,5,1,"","GetTuningJobConfig"],[0,0,1,"","GetTuningJobConfigDict"],[0,5,1,"","GoogleMaps"],[0,0,1,"","GoogleMapsDict"],[0,5,1,"","GoogleMapsGroundingTypes"],[0,0,1,"","GoogleMapsGroundingTypesDict"],[0,5,1,"","GoogleMapsPlaces"],[0,0,1,"","GoogleMapsPlacesDict"],[0,5,1,"","GoogleMapsRouting"],[0,0,1,"","GoogleMapsRoutingDict"],[0,5,1,"","GoogleRpcStatus"],[0,0,1,"","GoogleRpcStatusDict"],[0,5,1,"","GoogleSearch"],[0,0,1,"","GoogleSearchDict"],[0,5,1,"","GoogleSearchRetrieval"],[0,0,1,"","GoogleSearchRetrievalDict"],[0,5,1,"","GoogleTypeDate"],[0,0,1,"","GoogleTypeDateDict"],[0,5,1,"","GroundingChunk"],[0,5,1,"","GroundingChunkCustomMetadata"],[0,0,1,"","GroundingChunkCustomMetadataDict"],[0,0,1,"","GroundingChunkDict"],[0,5,1,"","GroundingChunkImage"],[0,0,1,"","GroundingChunkImageDict"],[0,5,1,"","GroundingChunkMaps"],[0,0,1,"","GroundingChunkMapsDict"],[0,5,1,"","GroundingChunkMapsPlaceAnswerSources"],[0,5,1,"","GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution"],[0,0,1,"","GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict"],[0,0,1,"","GroundingChunkMapsPlaceAnswerSourcesDict"],[0,5,1,"","GroundingChunkMapsPlaceAnswerSourcesReviewSnippet"],[0,0,1,"","GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict"],[0,5,1,"","GroundingChunkMapsRoute"],[0,0,1,"","GroundingChunkMapsRouteDict"],[0,5,1,"","GroundingChunkRetrievedContext"],[0,0,1,"","GroundingChunkRetrievedContextDict"],[0,5,1,"","GroundingChunkStringList"],[0,0,1,"","GroundingChunkStringListDict"],[0,5,1,"","GroundingChunkWeb"],[0,0,1,"","GroundingChunkWebDict"],[0,5,1,"","GroundingMetadata"],[0,0,1,"","GroundingMetadataDict"],[0,5,1,"","GroundingMetadataSourceFlaggingUri"],[0,0,1,"","GroundingMetadataSourceFlaggingUriDict"],[0,5,1,"","GroundingSupport"],[0,0,1,"","GroundingSupportDict"],[0,0,1,"","HarmBlockMethod"],[0,0,1,"","HarmBlockThreshold"],[0,0,1,"","HarmCategory"],[0,0,1,"","HarmProbability"],[0,0,1,"","HarmSeverity"],[0,5,1,"","HistoryConfig"],[0,0,1,"","HistoryConfigDict"],[0,0,1,"","HttpElementLocation"],[0,5,1,"","HttpOptions"],[0,0,1,"","HttpOptionsDict"],[0,5,1,"","HttpResponse"],[0,0,1,"","HttpResponseDict"],[0,5,1,"","HttpRetryOptions"],[0,0,1,"","HttpRetryOptionsDict"],[0,5,1,"","Image"],[0,5,1,"","ImageConfig"],[0,0,1,"","ImageConfigDict"],[0,5,1,"","ImageConfigImageOutputOptions"],[0,0,1,"","ImageConfigImageOutputOptionsDict"],[0,0,1,"","ImageDict"],[0,0,1,"","ImagePromptLanguage"],[0,0,1,"","ImageResizeMode"],[0,5,1,"","ImageResponseFormat"],[0,0,1,"","ImageResponseFormatDict"],[0,5,1,"","ImageSearch"],[0,0,1,"","ImageSearchDict"],[0,0,1,"","ImageSize"],[0,5,1,"","ImportFileConfig"],[0,0,1,"","ImportFileConfigDict"],[0,5,1,"","ImportFileOperation"],[0,5,1,"","ImportFileResponse"],[0,0,1,"","ImportFileResponseDict"],[0,5,1,"","InlinedEmbedContentResponse"],[0,0,1,"","InlinedEmbedContentResponseDict"],[0,5,1,"","InlinedRequest"],[0,0,1,"","InlinedRequestDict"],[0,5,1,"","InlinedResponse"],[0,0,1,"","InlinedResponseDict"],[0,0,1,"","InteractionStatus"],[0,5,1,"","Interval"],[0,0,1,"","IntervalDict"],[0,5,1,"","JSONSchema"],[0,0,1,"","JSONSchemaType"],[0,5,1,"","JobError"],[0,0,1,"","JobErrorDict"],[0,0,1,"","JobState"],[0,5,1,"","LLMBasedMetricSpec"],[0,0,1,"","LLMBasedMetricSpecDict"],[0,0,1,"","Language"],[0,5,1,"","LanguageAuto"],[0,0,1,"","LanguageAutoDict"],[0,5,1,"","LanguageHints"],[0,0,1,"","LanguageHintsDict"],[0,5,1,"","LatLng"],[0,0,1,"","LatLngDict"],[0,5,1,"","ListBatchJobsConfig"],[0,0,1,"","ListBatchJobsConfigDict"],[0,5,1,"","ListBatchJobsResponse"],[0,0,1,"","ListBatchJobsResponseDict"],[0,5,1,"","ListCachedContentsConfig"],[0,0,1,"","ListCachedContentsConfigDict"],[0,5,1,"","ListCachedContentsResponse"],[0,0,1,"","ListCachedContentsResponseDict"],[0,5,1,"","ListDocumentsConfig"],[0,0,1,"","ListDocumentsConfigDict"],[0,5,1,"","ListDocumentsResponse"],[0,0,1,"","ListDocumentsResponseDict"],[0,5,1,"","ListFileSearchStoresConfig"],[0,0,1,"","ListFileSearchStoresConfigDict"],[0,5,1,"","ListFileSearchStoresResponse"],[0,0,1,"","ListFileSearchStoresResponseDict"],[0,5,1,"","ListFilesConfig"],[0,0,1,"","ListFilesConfigDict"],[0,5,1,"","ListFilesResponse"],[0,0,1,"","ListFilesResponseDict"],[0,5,1,"","ListModelsConfig"],[0,0,1,"","ListModelsConfigDict"],[0,5,1,"","ListModelsResponse"],[0,0,1,"","ListModelsResponseDict"],[0,5,1,"","ListTuningJobsConfig"],[0,0,1,"","ListTuningJobsConfigDict"],[0,5,1,"","ListTuningJobsResponse"],[0,0,1,"","ListTuningJobsResponseDict"],[0,5,1,"","LiveClientContent"],[0,0,1,"","LiveClientContentDict"],[0,5,1,"","LiveClientMessage"],[0,0,1,"","LiveClientMessageDict"],[0,5,1,"","LiveClientRealtimeInput"],[0,0,1,"","LiveClientRealtimeInputDict"],[0,5,1,"","LiveClientSetup"],[0,0,1,"","LiveClientSetupDict"],[0,5,1,"","LiveClientToolResponse"],[0,0,1,"","LiveClientToolResponseDict"],[0,5,1,"","LiveConnectConfig"],[0,0,1,"","LiveConnectConfigDict"],[0,5,1,"","LiveConnectConstraints"],[0,0,1,"","LiveConnectConstraintsDict"],[0,5,1,"","LiveConnectParameters"],[0,0,1,"","LiveConnectParametersDict"],[0,5,1,"","LiveMusicClientContent"],[0,0,1,"","LiveMusicClientContentDict"],[0,5,1,"","LiveMusicClientMessage"],[0,0,1,"","LiveMusicClientMessageDict"],[0,5,1,"","LiveMusicClientSetup"],[0,0,1,"","LiveMusicClientSetupDict"],[0,5,1,"","LiveMusicConnectParameters"],[0,0,1,"","LiveMusicConnectParametersDict"],[0,5,1,"","LiveMusicFilteredPrompt"],[0,0,1,"","LiveMusicFilteredPromptDict"],[0,5,1,"","LiveMusicGenerationConfig"],[0,0,1,"","LiveMusicGenerationConfigDict"],[0,0,1,"","LiveMusicPlaybackControl"],[0,5,1,"","LiveMusicServerContent"],[0,0,1,"","LiveMusicServerContentDict"],[0,5,1,"","LiveMusicServerMessage"],[0,0,1,"","LiveMusicServerMessageDict"],[0,5,1,"","LiveMusicServerSetupComplete"],[0,0,1,"","LiveMusicServerSetupCompleteDict"],[0,5,1,"","LiveMusicSetConfigParameters"],[0,0,1,"","LiveMusicSetConfigParametersDict"],[0,5,1,"","LiveMusicSetWeightedPromptsParameters"],[0,0,1,"","LiveMusicSetWeightedPromptsParametersDict"],[0,5,1,"","LiveMusicSourceMetadata"],[0,0,1,"","LiveMusicSourceMetadataDict"],[0,5,1,"","LiveSendRealtimeInputParameters"],[0,0,1,"","LiveSendRealtimeInputParametersDict"],[0,5,1,"","LiveServerContent"],[0,0,1,"","LiveServerContentDict"],[0,5,1,"","LiveServerGoAway"],[0,0,1,"","LiveServerGoAwayDict"],[0,5,1,"","LiveServerMessage"],[0,0,1,"","LiveServerMessageDict"],[0,5,1,"","LiveServerSessionResumptionUpdate"],[0,0,1,"","LiveServerSessionResumptionUpdateDict"],[0,5,1,"","LiveServerSetupComplete"],[0,0,1,"","LiveServerSetupCompleteDict"],[0,5,1,"","LiveServerToolCall"],[0,5,1,"","LiveServerToolCallCancellation"],[0,0,1,"","LiveServerToolCallCancellationDict"],[0,0,1,"","LiveServerToolCallDict"],[0,5,1,"","LogprobsResult"],[0,5,1,"","LogprobsResultCandidate"],[0,0,1,"","LogprobsResultCandidateDict"],[0,0,1,"","LogprobsResultDict"],[0,5,1,"","LogprobsResultTopCandidates"],[0,0,1,"","LogprobsResultTopCandidatesDict"],[0,5,1,"","MaskReferenceConfig"],[0,0,1,"","MaskReferenceConfigDict"],[0,5,1,"","MaskReferenceImage"],[0,0,1,"","MaskReferenceImageDict"],[0,0,1,"","MaskReferenceMode"],[0,0,1,"","MatchOperation"],[0,5,1,"","McpServer"],[0,0,1,"","McpServerDict"],[0,0,1,"","MediaModality"],[0,0,1,"","MediaProcessing"],[0,0,1,"","MediaResolution"],[0,5,1,"","Metric"],[0,0,1,"","MetricDict"],[0,0,1,"","Modality"],[0,5,1,"","ModalityTokenCount"],[0,0,1,"","ModalityTokenCountDict"],[0,5,1,"","Model"],[0,5,1,"","ModelArmorConfig"],[0,0,1,"","ModelArmorConfigDict"],[0,5,1,"","ModelContent"],[0,0,1,"","ModelDict"],[0,5,1,"","ModelSelectionConfig"],[0,0,1,"","ModelSelectionConfigDict"],[0,0,1,"","ModelStage"],[0,5,1,"","ModelStatus"],[0,0,1,"","ModelStatusDict"],[0,5,1,"","MultiSpeakerVoiceConfig"],[0,0,1,"","MultiSpeakerVoiceConfigDict"],[0,0,1,"","MusicGenerationMode"],[0,0,1,"","Operation"],[0,0,1,"","Outcome"],[0,5,1,"","OutputConfig"],[0,0,1,"","OutputConfigDict"],[0,5,1,"","OutputInfo"],[0,0,1,"","OutputInfoDict"],[0,0,1,"","PairwiseChoice"],[0,5,1,"","PairwiseMetricResult"],[0,0,1,"","PairwiseMetricResultDict"],[0,5,1,"","PairwiseMetricSpec"],[0,0,1,"","PairwiseMetricSpecDict"],[0,5,1,"","Part"],[0,0,1,"","PartDict"],[0,5,1,"","PartMediaResolution"],[0,0,1,"","PartMediaResolutionDict"],[0,0,1,"","PartMediaResolutionLevel"],[0,5,1,"","PartialArg"],[0,0,1,"","PartialArgDict"],[0,5,1,"","PartnerModelTuningSpec"],[0,0,1,"","PartnerModelTuningSpecDict"],[0,0,1,"","PersonGeneration"],[0,0,1,"","PhishBlockThreshold"],[0,5,1,"","PointwiseMetricResult"],[0,0,1,"","PointwiseMetricResultDict"],[0,5,1,"","PointwiseMetricSpec"],[0,0,1,"","PointwiseMetricSpecDict"],[0,5,1,"","PreTunedModel"],[0,0,1,"","PreTunedModelDict"],[0,5,1,"","PrebuiltVoiceConfig"],[0,0,1,"","PrebuiltVoiceConfigDict"],[0,5,1,"","PredefinedMetricSpec"],[0,0,1,"","PredefinedMetricSpecDict"],[0,5,1,"","PreferenceOptimizationDataStats"],[0,0,1,"","PreferenceOptimizationDataStatsDict"],[0,5,1,"","PreferenceOptimizationHyperParameters"],[0,0,1,"","PreferenceOptimizationHyperParametersDict"],[0,5,1,"","PreferenceOptimizationSpec"],[0,0,1,"","PreferenceOptimizationSpecDict"],[0,5,1,"","ProactivityConfig"],[0,0,1,"","ProactivityConfigDict"],[0,5,1,"","ProductImage"],[0,0,1,"","ProductImageDict"],[0,5,1,"","ProjectOperation"],[0,0,1,"","ProjectOperationDict"],[0,0,1,"","ProminentPeople"],[0,5,1,"","RagChunk"],[0,0,1,"","RagChunkDict"],[0,5,1,"","RagChunkPageSpan"],[0,0,1,"","RagChunkPageSpanDict"],[0,5,1,"","RagRetrievalConfig"],[0,0,1,"","RagRetrievalConfigDict"],[0,5,1,"","RagRetrievalConfigFilter"],[0,0,1,"","RagRetrievalConfigFilterDict"],[0,5,1,"","RagRetrievalConfigHybridSearch"],[0,0,1,"","RagRetrievalConfigHybridSearchDict"],[0,5,1,"","RagRetrievalConfigRanking"],[0,0,1,"","RagRetrievalConfigRankingDict"],[0,5,1,"","RagRetrievalConfigRankingLlmRanker"],[0,0,1,"","RagRetrievalConfigRankingLlmRankerDict"],[0,5,1,"","RagRetrievalConfigRankingRankService"],[0,0,1,"","RagRetrievalConfigRankingRankServiceDict"],[0,5,1,"","RawOutput"],[0,0,1,"","RawOutputDict"],[0,5,1,"","RawReferenceImage"],[0,0,1,"","RawReferenceImageDict"],[0,5,1,"","RealtimeInputConfig"],[0,0,1,"","RealtimeInputConfigDict"],[0,5,1,"","RecontextImageConfig"],[0,0,1,"","RecontextImageConfigDict"],[0,5,1,"","RecontextImageResponse"],[0,0,1,"","RecontextImageResponseDict"],[0,5,1,"","RecontextImageSource"],[0,0,1,"","RecontextImageSourceDict"],[0,5,1,"","RegisterFilesConfig"],[0,0,1,"","RegisterFilesConfigDict"],[0,5,1,"","RegisterFilesResponse"],[0,0,1,"","RegisterFilesResponseDict"],[0,5,1,"","ReinforcementTuningAutoraterScorer"],[0,0,1,"","ReinforcementTuningAutoraterScorerDict"],[0,5,1,"","ReinforcementTuningAutoraterScorerExactMatchScorer"],[0,0,1,"","ReinforcementTuningAutoraterScorerExactMatchScorerDict"],[0,5,1,"","ReinforcementTuningAutoraterScorerParsedResponseConversionScorer"],[0,0,1,"","ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict"],[0,5,1,"","ReinforcementTuningCloudRunRewardScorer"],[0,0,1,"","ReinforcementTuningCloudRunRewardScorerDict"],[0,5,1,"","ReinforcementTuningCodeExecutionRewardScorer"],[0,0,1,"","ReinforcementTuningCodeExecutionRewardScorerDict"],[0,5,1,"","ReinforcementTuningExample"],[0,0,1,"","ReinforcementTuningExampleDict"],[0,5,1,"","ReinforcementTuningHyperParameters"],[0,0,1,"","ReinforcementTuningHyperParametersDict"],[0,5,1,"","ReinforcementTuningParseResponseConfig"],[0,0,1,"","ReinforcementTuningParseResponseConfigDict"],[0,5,1,"","ReinforcementTuningRewardInfo"],[0,0,1,"","ReinforcementTuningRewardInfoDict"],[0,5,1,"","ReinforcementTuningSpec"],[0,0,1,"","ReinforcementTuningSpecDict"],[0,5,1,"","ReinforcementTuningStringMatchRewardScorer"],[0,0,1,"","ReinforcementTuningStringMatchRewardScorerDict"],[0,5,1,"","ReinforcementTuningStringMatchRewardScorerJsonMatchExpression"],[0,0,1,"","ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict"],[0,5,1,"","ReinforcementTuningStringMatchRewardScorerStringMatchExpression"],[0,0,1,"","ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict"],[0,0,1,"","ReinforcementTuningThinkingLevel"],[0,5,1,"","ReinforcementTuningUserDatasetExamples"],[0,0,1,"","ReinforcementTuningUserDatasetExamplesDict"],[0,5,1,"","ReplayFile"],[0,0,1,"","ReplayFileDict"],[0,5,1,"","ReplayInteraction"],[0,0,1,"","ReplayInteractionDict"],[0,5,1,"","ReplayRequest"],[0,0,1,"","ReplayRequestDict"],[0,5,1,"","ReplayResponse"],[0,0,1,"","ReplayResponseDict"],[0,5,1,"","ReplicatedVoiceConfig"],[0,0,1,"","ReplicatedVoiceConfigDict"],[0,0,1,"","ResourceScope"],[0,5,1,"","ResponseFormat"],[0,0,1,"","ResponseFormatDict"],[0,0,1,"","ResponseParseType"],[0,5,1,"","Retrieval"],[0,5,1,"","RetrievalConfig"],[0,0,1,"","RetrievalConfigDict"],[0,0,1,"","RetrievalDict"],[0,5,1,"","RetrievalMetadata"],[0,0,1,"","RetrievalMetadataDict"],[0,5,1,"","RougeMetricValue"],[0,0,1,"","RougeMetricValueDict"],[0,5,1,"","RougeSpec"],[0,0,1,"","RougeSpecDict"],[0,0,1,"","RubricContentType"],[0,5,1,"","RubricGenerationSpec"],[0,0,1,"","RubricGenerationSpecDict"],[0,5,1,"","SafetyAttributes"],[0,0,1,"","SafetyAttributesDict"],[0,0,1,"","SafetyFilterLevel"],[0,0,1,"","SafetyPolicy"],[0,5,1,"","SafetyRating"],[0,0,1,"","SafetyRatingDict"],[0,5,1,"","SafetySetting"],[0,0,1,"","SafetySettingDict"],[0,0,1,"","Scale"],[0,5,1,"","Schema"],[0,0,1,"","SchemaDict"],[0,5,1,"","ScribbleImage"],[0,0,1,"","ScribbleImageDict"],[0,5,1,"","SearchEntryPoint"],[0,0,1,"","SearchEntryPointDict"],[0,5,1,"","SearchTypes"],[0,0,1,"","SearchTypesDict"],[0,5,1,"","Segment"],[0,0,1,"","SegmentDict"],[0,5,1,"","SegmentImageConfig"],[0,0,1,"","SegmentImageConfigDict"],[0,5,1,"","SegmentImageResponse"],[0,0,1,"","SegmentImageResponseDict"],[0,5,1,"","SegmentImageSource"],[0,0,1,"","SegmentImageSourceDict"],[0,0,1,"","SegmentMode"],[0,0,1,"","ServiceTier"],[0,5,1,"","SessionResumptionConfig"],[0,0,1,"","SessionResumptionConfigDict"],[0,5,1,"","SingleEmbedContentResponse"],[0,0,1,"","SingleEmbedContentResponseDict"],[0,5,1,"","SingleReinforcementTuningRewardConfig"],[0,0,1,"","SingleReinforcementTuningRewardConfigDict"],[0,5,1,"","SlidingWindow"],[0,0,1,"","SlidingWindowDict"],[0,5,1,"","SpeakerVoiceConfig"],[0,0,1,"","SpeakerVoiceConfigDict"],[0,5,1,"","SpeechConfig"],[0,0,1,"","SpeechConfigDict"],[0,0,1,"","StartSensitivity"],[0,5,1,"","StreamableHttpTransport"],[0,0,1,"","StreamableHttpTransportDict"],[0,5,1,"","StringList"],[0,0,1,"","StringListDict"],[0,5,1,"","StyleReferenceConfig"],[0,0,1,"","StyleReferenceConfigDict"],[0,5,1,"","StyleReferenceImage"],[0,0,1,"","StyleReferenceImageDict"],[0,5,1,"","SubjectReferenceConfig"],[0,0,1,"","SubjectReferenceConfigDict"],[0,5,1,"","SubjectReferenceImage"],[0,0,1,"","SubjectReferenceImageDict"],[0,0,1,"","SubjectReferenceType"],[0,5,1,"","SupervisedHyperParameters"],[0,0,1,"","SupervisedHyperParametersDict"],[0,5,1,"","SupervisedTuningDataStats"],[0,0,1,"","SupervisedTuningDataStatsDict"],[0,5,1,"","SupervisedTuningDatasetDistribution"],[0,5,1,"","SupervisedTuningDatasetDistributionDatasetBucket"],[0,0,1,"","SupervisedTuningDatasetDistributionDatasetBucketDict"],[0,0,1,"","SupervisedTuningDatasetDistributionDict"],[0,5,1,"","SupervisedTuningSpec"],[0,0,1,"","SupervisedTuningSpecDict"],[0,5,1,"","TestTableFile"],[0,0,1,"","TestTableFileDict"],[0,5,1,"","TestTableItem"],[0,0,1,"","TestTableItemDict"],[0,5,1,"","TextResponseFormat"],[0,0,1,"","TextResponseFormatDict"],[0,5,1,"","ThinkingConfig"],[0,0,1,"","ThinkingConfigDict"],[0,0,1,"","ThinkingLevel"],[0,5,1,"","TokensInfo"],[0,0,1,"","TokensInfoDict"],[0,5,1,"","Tool"],[0,5,1,"","ToolCall"],[0,0,1,"","ToolCallDict"],[0,5,1,"","ToolCodeExecution"],[0,0,1,"","ToolCodeExecutionDict"],[0,5,1,"","ToolConfig"],[0,0,1,"","ToolConfigDict"],[0,0,1,"","ToolDict"],[0,5,1,"","ToolExaAiSearch"],[0,0,1,"","ToolExaAiSearchDict"],[0,5,1,"","ToolParallelAiSearch"],[0,0,1,"","ToolParallelAiSearchDict"],[0,5,1,"","ToolResponse"],[0,0,1,"","ToolResponseDict"],[0,0,1,"","ToolType"],[0,0,1,"","TrafficType"],[0,5,1,"","Transcription"],[0,0,1,"","TranscriptionDict"],[0,5,1,"","TranslationConfig"],[0,0,1,"","TranslationConfigDict"],[0,5,1,"","TunedModel"],[0,5,1,"","TunedModelCheckpoint"],[0,0,1,"","TunedModelCheckpointDict"],[0,0,1,"","TunedModelDict"],[0,5,1,"","TunedModelInfo"],[0,0,1,"","TunedModelInfoDict"],[0,5,1,"","TuningDataStats"],[0,0,1,"","TuningDataStatsDict"],[0,5,1,"","TuningDataset"],[0,0,1,"","TuningDatasetDict"],[0,5,1,"","TuningExample"],[0,0,1,"","TuningExampleDict"],[0,5,1,"","TuningJob"],[0,0,1,"","TuningJobDict"],[0,5,1,"","TuningJobMetadata"],[0,0,1,"","TuningJobMetadataDict"],[0,0,1,"","TuningJobState"],[0,0,1,"","TuningMethod"],[0,0,1,"","TuningMode"],[0,5,1,"","TuningOperation"],[0,0,1,"","TuningOperationDict"],[0,0,1,"","TuningSpeed"],[0,0,1,"","TuningTask"],[0,5,1,"","TuningValidationDataset"],[0,0,1,"","TuningValidationDatasetDict"],[0,0,1,"","TurnCompleteReason"],[0,0,1,"","TurnCoverage"],[0,0,1,"","Type"],[0,5,1,"","UnifiedMetric"],[0,0,1,"","UnifiedMetricDict"],[0,5,1,"","UpdateCachedContentConfig"],[0,0,1,"","UpdateCachedContentConfigDict"],[0,5,1,"","UpdateModelConfig"],[0,0,1,"","UpdateModelConfigDict"],[0,5,1,"","UploadFileConfig"],[0,0,1,"","UploadFileConfigDict"],[0,5,1,"","UploadToFileSearchStoreConfig"],[0,0,1,"","UploadToFileSearchStoreConfigDict"],[0,5,1,"","UploadToFileSearchStoreOperation"],[0,5,1,"","UploadToFileSearchStoreResponse"],[0,0,1,"","UploadToFileSearchStoreResponseDict"],[0,5,1,"","UploadToFileSearchStoreResumableResponse"],[0,0,1,"","UploadToFileSearchStoreResumableResponseDict"],[0,5,1,"","UpscaleImageConfig"],[0,0,1,"","UpscaleImageConfigDict"],[0,5,1,"","UpscaleImageParameters"],[0,0,1,"","UpscaleImageParametersDict"],[0,5,1,"","UpscaleImageResponse"],[0,0,1,"","UpscaleImageResponseDict"],[0,5,1,"","UrlContext"],[0,0,1,"","UrlContextDict"],[0,5,1,"","UrlContextMetadata"],[0,0,1,"","UrlContextMetadataDict"],[0,5,1,"","UrlMetadata"],[0,0,1,"","UrlMetadataDict"],[0,0,1,"","UrlRetrievalStatus"],[0,5,1,"","UsageMetadata"],[0,0,1,"","UsageMetadataDict"],[0,5,1,"","UserContent"],[0,0,1,"","VadSignalType"],[0,5,1,"","ValidateRewardConfig"],[0,0,1,"","ValidateRewardConfigDict"],[0,5,1,"","ValidateRewardResponse"],[0,0,1,"","ValidateRewardResponseDict"],[0,5,1,"","VeoHyperParameters"],[0,0,1,"","VeoHyperParametersDict"],[0,5,1,"","VeoLoraTuningSpec"],[0,0,1,"","VeoLoraTuningSpecDict"],[0,5,1,"","VeoTuningSpec"],[0,0,1,"","VeoTuningSpecDict"],[0,5,1,"","VertexAISearch"],[0,5,1,"","VertexAISearchDataStoreSpec"],[0,0,1,"","VertexAISearchDataStoreSpecDict"],[0,0,1,"","VertexAISearchDict"],[0,5,1,"","VertexMultimodalDatasetDestination"],[0,0,1,"","VertexMultimodalDatasetDestinationDict"],[0,5,1,"","VertexRagStore"],[0,0,1,"","VertexRagStoreDict"],[0,5,1,"","VertexRagStoreRagResource"],[0,0,1,"","VertexRagStoreRagResourceDict"],[0,5,1,"","Video"],[0,0,1,"","VideoCompressionQuality"],[0,0,1,"","VideoDict"],[0,5,1,"","VideoGenerationMask"],[0,0,1,"","VideoGenerationMaskDict"],[0,0,1,"","VideoGenerationMaskMode"],[0,5,1,"","VideoGenerationReferenceImage"],[0,0,1,"","VideoGenerationReferenceImageDict"],[0,0,1,"","VideoGenerationReferenceType"],[0,5,1,"","VideoMetadata"],[0,0,1,"","VideoMetadataDict"],[0,0,1,"","VideoOrientation"],[0,5,1,"","VideoResponseFormat"],[0,0,1,"","VideoResponseFormatDict"],[0,5,1,"","VoiceActivity"],[0,5,1,"","VoiceActivityDetectionSignal"],[0,0,1,"","VoiceActivityDetectionSignalDict"],[0,0,1,"","VoiceActivityDict"],[0,0,1,"","VoiceActivityType"],[0,5,1,"","VoiceConfig"],[0,0,1,"","VoiceConfigDict"],[0,5,1,"","VoiceConsentSignature"],[0,0,1,"","VoiceConsentSignatureDict"],[0,5,1,"","WebSearch"],[0,0,1,"","WebSearchDict"],[0,5,1,"","WebhookConfig"],[0,0,1,"","WebhookConfigDict"],[0,5,1,"","WeightedPrompt"],[0,0,1,"","WeightedPromptDict"],[0,5,1,"","WhiteSpaceConfig"],[0,0,1,"","WhiteSpaceConfigDict"],[0,5,1,"","WordInfo"],[0,0,1,"","WordInfoDict"]],"genai.types.ActivityHandling":[[0,3,1,"","ACTIVITY_HANDLING_UNSPECIFIED"],[0,3,1,"","NO_INTERRUPTION"],[0,3,1,"","START_OF_ACTIVITY_INTERRUPTS"]],"genai.types.AdapterSize":[[0,3,1,"","ADAPTER_SIZE_EIGHT"],[0,3,1,"","ADAPTER_SIZE_FOUR"],[0,3,1,"","ADAPTER_SIZE_ONE"],[0,3,1,"","ADAPTER_SIZE_SIXTEEN"],[0,3,1,"","ADAPTER_SIZE_THIRTY_TWO"],[0,3,1,"","ADAPTER_SIZE_TWO"],[0,3,1,"","ADAPTER_SIZE_UNSPECIFIED"]],"genai.types.AggregationMetric":[[0,3,1,"","AGGREGATION_METRIC_UNSPECIFIED"],[0,3,1,"","AVERAGE"],[0,3,1,"","MAXIMUM"],[0,3,1,"","MEDIAN"],[0,3,1,"","MINIMUM"],[0,3,1,"","MODE"],[0,3,1,"","PERCENTILE_P90"],[0,3,1,"","PERCENTILE_P95"],[0,3,1,"","PERCENTILE_P99"],[0,3,1,"","STANDARD_DEVIATION"],[0,3,1,"","VARIANCE"]],"genai.types.AggregationOutput":[[0,6,1,"","aggregation_results"],[0,6,1,"","dataset"]],"genai.types.AggregationOutputDict":[[0,3,1,"","aggregation_results"],[0,3,1,"","dataset"]],"genai.types.AggregationResult":[[0,6,1,"","aggregation_metric"],[0,6,1,"","bleu_metric_value"],[0,6,1,"","custom_code_execution_result"],[0,6,1,"","exact_match_metric_value"],[0,6,1,"","pairwise_metric_result"],[0,6,1,"","pointwise_metric_result"],[0,6,1,"","rouge_metric_value"]],"genai.types.AggregationResultDict":[[0,3,1,"","aggregation_metric"],[0,3,1,"","bleu_metric_value"],[0,3,1,"","custom_code_execution_result"],[0,3,1,"","exact_match_metric_value"],[0,3,1,"","pairwise_metric_result"],[0,3,1,"","pointwise_metric_result"],[0,3,1,"","rouge_metric_value"]],"genai.types.ApiAuth":[[0,6,1,"","api_key_config"]],"genai.types.ApiAuthApiKeyConfig":[[0,6,1,"","api_key_secret_version"],[0,6,1,"","api_key_string"]],"genai.types.ApiAuthApiKeyConfigDict":[[0,3,1,"","api_key_secret_version"],[0,3,1,"","api_key_string"]],"genai.types.ApiAuthDict":[[0,3,1,"","api_key_config"]],"genai.types.ApiKeyConfig":[[0,6,1,"","api_key_secret"],[0,6,1,"","api_key_string"],[0,6,1,"","http_element_location"],[0,6,1,"","name"]],"genai.types.ApiKeyConfigDict":[[0,3,1,"","api_key_secret"],[0,3,1,"","api_key_string"],[0,3,1,"","http_element_location"],[0,3,1,"","name"]],"genai.types.ApiSpec":[[0,3,1,"","API_SPEC_UNSPECIFIED"],[0,3,1,"","ELASTIC_SEARCH"],[0,3,1,"","SIMPLE_SEARCH"]],"genai.types.AspectRatio":[[0,3,1,"","ASPECT_RATIO_EIGHT_BY_ONE"],[0,3,1,"","ASPECT_RATIO_FIVE_BY_FOUR"],[0,3,1,"","ASPECT_RATIO_FOUR_BY_FIVE"],[0,3,1,"","ASPECT_RATIO_FOUR_BY_ONE"],[0,3,1,"","ASPECT_RATIO_FOUR_BY_THREE"],[0,3,1,"","ASPECT_RATIO_NINE_BY_SIXTEEN"],[0,3,1,"","ASPECT_RATIO_ONE_BY_EIGHT"],[0,3,1,"","ASPECT_RATIO_ONE_BY_FOUR"],[0,3,1,"","ASPECT_RATIO_ONE_BY_ONE"],[0,3,1,"","ASPECT_RATIO_SIXTEEN_BY_NINE"],[0,3,1,"","ASPECT_RATIO_THREE_BY_FOUR"],[0,3,1,"","ASPECT_RATIO_THREE_BY_TWO"],[0,3,1,"","ASPECT_RATIO_TWENTY_ONE_BY_NINE"],[0,3,1,"","ASPECT_RATIO_TWO_BY_THREE"],[0,3,1,"","ASPECT_RATIO_UNSPECIFIED"]],"genai.types.AudioChunk":[[0,6,1,"","data"],[0,6,1,"","mime_type"],[0,6,1,"","source_metadata"]],"genai.types.AudioChunkDict":[[0,3,1,"","data"],[0,3,1,"","mime_type"],[0,3,1,"","source_metadata"]],"genai.types.AudioResponseFormat":[[0,6,1,"","bit_rate"],[0,6,1,"","delivery"],[0,6,1,"","mime_type"],[0,6,1,"","sample_rate"]],"genai.types.AudioResponseFormatDict":[[0,3,1,"","bit_rate"],[0,3,1,"","delivery"],[0,3,1,"","mime_type"],[0,3,1,"","sample_rate"]],"genai.types.AudioTranscriptionConfig":[[0,6,1,"","adaptation_phrases"],[0,6,1,"","custom_vocabulary"],[0,6,1,"","diarization"],[0,6,1,"","language_auto"],[0,6,1,"","language_codes"],[0,6,1,"","language_hints"],[0,6,1,"","mode"],[0,6,1,"","word_timestamp"]],"genai.types.AudioTranscriptionConfigDict":[[0,3,1,"","adaptation_phrases"],[0,3,1,"","custom_vocabulary"],[0,3,1,"","diarization"],[0,3,1,"","language_auto"],[0,3,1,"","language_codes"],[0,3,1,"","language_hints"],[0,3,1,"","mode"],[0,3,1,"","word_timestamp"]],"genai.types.AudioTranscriptionConfigMode":[[0,3,1,"","MODE_UNSPECIFIED"],[0,3,1,"","SMART"],[0,3,1,"","VERBATIM"]],"genai.types.AuthConfig":[[0,6,1,"","api_key"],[0,6,1,"","api_key_config"],[0,6,1,"","auth_type"],[0,6,1,"","google_service_account_config"],[0,6,1,"","http_basic_auth_config"],[0,6,1,"","oauth_config"],[0,6,1,"","oidc_config"]],"genai.types.AuthConfigDict":[[0,3,1,"","api_key"],[0,3,1,"","api_key_config"],[0,3,1,"","auth_type"],[0,3,1,"","google_service_account_config"],[0,3,1,"","http_basic_auth_config"],[0,3,1,"","oauth_config"],[0,3,1,"","oidc_config"]],"genai.types.AuthConfigGoogleServiceAccountConfig":[[0,6,1,"","service_account"]],"genai.types.AuthConfigGoogleServiceAccountConfigDict":[[0,3,1,"","service_account"]],"genai.types.AuthConfigHttpBasicAuthConfig":[[0,6,1,"","credential_secret"]],"genai.types.AuthConfigHttpBasicAuthConfigDict":[[0,3,1,"","credential_secret"]],"genai.types.AuthConfigOauthConfig":[[0,6,1,"","access_token"],[0,6,1,"","service_account"]],"genai.types.AuthConfigOauthConfigDict":[[0,3,1,"","access_token"],[0,3,1,"","service_account"]],"genai.types.AuthConfigOidcConfig":[[0,6,1,"","id_token"],[0,6,1,"","service_account"]],"genai.types.AuthConfigOidcConfigDict":[[0,3,1,"","id_token"],[0,3,1,"","service_account"]],"genai.types.AuthToken":[[0,6,1,"","expire_time"],[0,6,1,"","name"],[0,6,1,"","new_session_expire_time"],[0,6,1,"","uses"]],"genai.types.AuthTokenDict":[[0,3,1,"","expire_time"],[0,3,1,"","name"],[0,3,1,"","new_session_expire_time"],[0,3,1,"","uses"]],"genai.types.AuthType":[[0,3,1,"","API_KEY_AUTH"],[0,3,1,"","AUTH_TYPE_UNSPECIFIED"],[0,3,1,"","GOOGLE_SERVICE_ACCOUNT_AUTH"],[0,3,1,"","HTTP_BASIC_AUTH"],[0,3,1,"","NO_AUTH"],[0,3,1,"","OAUTH"],[0,3,1,"","OIDC_AUTH"]],"genai.types.AutomaticActivityDetection":[[0,6,1,"","disabled"],[0,6,1,"","end_of_speech_sensitivity"],[0,6,1,"","prefix_padding_ms"],[0,6,1,"","silence_duration_ms"],[0,6,1,"","start_of_speech_sensitivity"]],"genai.types.AutomaticActivityDetectionDict":[[0,3,1,"","disabled"],[0,3,1,"","end_of_speech_sensitivity"],[0,3,1,"","prefix_padding_ms"],[0,3,1,"","silence_duration_ms"],[0,3,1,"","start_of_speech_sensitivity"]],"genai.types.AutomaticFunctionCallingConfig":[[0,6,1,"","disable"],[0,6,1,"","ignore_call_history"],[0,6,1,"","maximum_remote_calls"]],"genai.types.AutomaticFunctionCallingConfigDict":[[0,3,1,"","disable"],[0,3,1,"","ignore_call_history"],[0,3,1,"","maximum_remote_calls"]],"genai.types.AutoraterConfig":[[0,6,1,"","autorater_model"],[0,6,1,"","flip_enabled"],[0,6,1,"","generation_config"],[0,6,1,"","sampling_count"]],"genai.types.AutoraterConfigDict":[[0,3,1,"","autorater_model"],[0,3,1,"","flip_enabled"],[0,3,1,"","generation_config"],[0,3,1,"","sampling_count"]],"genai.types.AvatarConfig":[[0,6,1,"","audio_bitrate_bps"],[0,6,1,"","avatar_name"],[0,6,1,"","customized_avatar"],[0,6,1,"","video_bitrate_bps"]],"genai.types.AvatarConfigDict":[[0,3,1,"","audio_bitrate_bps"],[0,3,1,"","avatar_name"],[0,3,1,"","customized_avatar"],[0,3,1,"","video_bitrate_bps"]],"genai.types.BatchJob":[[0,6,1,"","completion_stats"],[0,6,1,"","create_time"],[0,6,1,"","dest"],[0,6,1,"","display_name"],[0,2,1,"","done"],[0,6,1,"","end_time"],[0,6,1,"","error"],[0,6,1,"","model"],[0,6,1,"","name"],[0,6,1,"","output_info"],[0,6,1,"","src"],[0,6,1,"","start_time"],[0,6,1,"","state"],[0,6,1,"","update_time"]],"genai.types.BatchJobDestination":[[0,6,1,"","bigquery_uri"],[0,6,1,"","file_name"],[0,6,1,"","format"],[0,6,1,"","gcs_uri"],[0,6,1,"","inlined_embed_content_responses"],[0,6,1,"","inlined_responses"],[0,6,1,"","vertex_dataset"]],"genai.types.BatchJobDestinationDict":[[0,3,1,"","bigquery_uri"],[0,3,1,"","file_name"],[0,3,1,"","format"],[0,3,1,"","gcs_uri"],[0,3,1,"","inlined_embed_content_responses"],[0,3,1,"","inlined_responses"],[0,3,1,"","vertex_dataset"]],"genai.types.BatchJobDict":[[0,3,1,"","completion_stats"],[0,3,1,"","create_time"],[0,3,1,"","dest"],[0,3,1,"","display_name"],[0,3,1,"","end_time"],[0,3,1,"","error"],[0,3,1,"","model"],[0,3,1,"","name"],[0,3,1,"","output_info"],[0,3,1,"","src"],[0,3,1,"","start_time"],[0,3,1,"","state"],[0,3,1,"","update_time"]],"genai.types.BatchJobOutputInfo":[[0,6,1,"","bigquery_output_table"],[0,6,1,"","gcs_output_directory"],[0,6,1,"","vertex_multimodal_dataset_name"]],"genai.types.BatchJobOutputInfoDict":[[0,3,1,"","bigquery_output_table"],[0,3,1,"","gcs_output_directory"],[0,3,1,"","vertex_multimodal_dataset_name"]],"genai.types.BatchJobSource":[[0,6,1,"","bigquery_uri"],[0,6,1,"","file_name"],[0,6,1,"","format"],[0,6,1,"","gcs_uri"],[0,6,1,"","inlined_requests"],[0,6,1,"","vertex_dataset_name"]],"genai.types.BatchJobSourceDict":[[0,3,1,"","bigquery_uri"],[0,3,1,"","file_name"],[0,3,1,"","format"],[0,3,1,"","gcs_uri"],[0,3,1,"","inlined_requests"],[0,3,1,"","vertex_dataset_name"]],"genai.types.Behavior":[[0,3,1,"","BLOCKING"],[0,3,1,"","NON_BLOCKING"],[0,3,1,"","UNSPECIFIED"]],"genai.types.BigQuerySource":[[0,6,1,"","input_uri"]],"genai.types.BigQuerySourceDict":[[0,3,1,"","input_uri"]],"genai.types.BleuMetricValue":[[0,6,1,"","score"]],"genai.types.BleuMetricValueDict":[[0,3,1,"","score"]],"genai.types.BleuSpec":[[0,6,1,"","use_effective_order"]],"genai.types.BleuSpecDict":[[0,3,1,"","use_effective_order"]],"genai.types.Blob":[[0,1,1,"","as_image"],[0,6,1,"","data"],[0,6,1,"","display_name"],[0,6,1,"","mime_type"]],"genai.types.BlobDict":[[0,3,1,"","data"],[0,3,1,"","display_name"],[0,3,1,"","mime_type"]],"genai.types.BlockedReason":[[0,3,1,"","BLOCKED_REASON_UNSPECIFIED"],[0,3,1,"","BLOCKLIST"],[0,3,1,"","IMAGE_SAFETY"],[0,3,1,"","JAILBREAK"],[0,3,1,"","MODEL_ARMOR"],[0,3,1,"","OTHER"],[0,3,1,"","PROHIBITED_CONTENT"],[0,3,1,"","SAFETY"]],"genai.types.CachedContent":[[0,6,1,"","create_time"],[0,6,1,"","display_name"],[0,6,1,"","expire_time"],[0,6,1,"","model"],[0,6,1,"","name"],[0,6,1,"","update_time"],[0,6,1,"","usage_metadata"]],"genai.types.CachedContentDict":[[0,3,1,"","create_time"],[0,3,1,"","display_name"],[0,3,1,"","expire_time"],[0,3,1,"","model"],[0,3,1,"","name"],[0,3,1,"","update_time"],[0,3,1,"","usage_metadata"]],"genai.types.CachedContentUsageMetadata":[[0,6,1,"","audio_duration_seconds"],[0,6,1,"","image_count"],[0,6,1,"","text_count"],[0,6,1,"","total_token_count"],[0,6,1,"","video_duration_seconds"]],"genai.types.CachedContentUsageMetadataDict":[[0,3,1,"","audio_duration_seconds"],[0,3,1,"","image_count"],[0,3,1,"","text_count"],[0,3,1,"","total_token_count"],[0,3,1,"","video_duration_seconds"]],"genai.types.CancelBatchJobConfig":[[0,6,1,"","http_options"]],"genai.types.CancelBatchJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.CancelTuningJobConfig":[[0,6,1,"","http_options"]],"genai.types.CancelTuningJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.CancelTuningJobResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.CancelTuningJobResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.Candidate":[[0,6,1,"","avg_logprobs"],[0,6,1,"","citation_metadata"],[0,6,1,"","content"],[0,6,1,"","finish_message"],[0,6,1,"","finish_reason"],[0,6,1,"","grounding_metadata"],[0,6,1,"","index"],[0,6,1,"","logprobs_result"],[0,6,1,"","safety_ratings"],[0,6,1,"","token_count"],[0,6,1,"","url_context_metadata"]],"genai.types.CandidateDict":[[0,3,1,"","avg_logprobs"],[0,3,1,"","citation_metadata"],[0,3,1,"","content"],[0,3,1,"","finish_message"],[0,3,1,"","finish_reason"],[0,3,1,"","grounding_metadata"],[0,3,1,"","index"],[0,3,1,"","logprobs_result"],[0,3,1,"","safety_ratings"],[0,3,1,"","token_count"],[0,3,1,"","url_context_metadata"]],"genai.types.Checkpoint":[[0,6,1,"","checkpoint_id"],[0,6,1,"","epoch"],[0,6,1,"","step"]],"genai.types.CheckpointDict":[[0,3,1,"","checkpoint_id"],[0,3,1,"","epoch"],[0,3,1,"","step"]],"genai.types.ChunkingConfig":[[0,6,1,"","white_space_config"]],"genai.types.ChunkingConfigDict":[[0,3,1,"","white_space_config"]],"genai.types.Citation":[[0,6,1,"","end_index"],[0,6,1,"","license"],[0,6,1,"","publication_date"],[0,6,1,"","start_index"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.CitationDict":[[0,3,1,"","end_index"],[0,3,1,"","license"],[0,3,1,"","publication_date"],[0,3,1,"","start_index"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.CitationMetadata":[[0,6,1,"","citations"]],"genai.types.CitationMetadataDict":[[0,3,1,"","citations"]],"genai.types.CodeExecutionResult":[[0,6,1,"","id"],[0,6,1,"","outcome"],[0,6,1,"","output"]],"genai.types.CodeExecutionResultDict":[[0,3,1,"","id"],[0,3,1,"","outcome"],[0,3,1,"","output"]],"genai.types.CompletionStats":[[0,6,1,"","failed_count"],[0,6,1,"","incomplete_count"],[0,6,1,"","successful_count"],[0,6,1,"","successful_forecast_point_count"]],"genai.types.CompletionStatsDict":[[0,3,1,"","failed_count"],[0,3,1,"","incomplete_count"],[0,3,1,"","successful_count"],[0,3,1,"","successful_forecast_point_count"]],"genai.types.CompositeReinforcementTuningRewardConfig":[[0,6,1,"","weighted_reward_configs"]],"genai.types.CompositeReinforcementTuningRewardConfigDict":[[0,3,1,"","weighted_reward_configs"]],"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig":[[0,6,1,"","reward_config"],[0,6,1,"","weight"]],"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict":[[0,3,1,"","reward_config"],[0,3,1,"","weight"]],"genai.types.ComputationBasedMetricSpec":[[0,6,1,"","parameters"],[0,6,1,"","type"]],"genai.types.ComputationBasedMetricSpecDict":[[0,3,1,"","parameters"],[0,3,1,"","type"]],"genai.types.ComputationBasedMetricType":[[0,3,1,"","BLEU"],[0,3,1,"","COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED"],[0,3,1,"","EXACT_MATCH"],[0,3,1,"","ROUGE"]],"genai.types.ComputeTokensConfig":[[0,6,1,"","http_options"]],"genai.types.ComputeTokensConfigDict":[[0,3,1,"","http_options"]],"genai.types.ComputeTokensResponse":[[0,6,1,"","sdk_http_response"],[0,6,1,"","tokens_info"]],"genai.types.ComputeTokensResponseDict":[[0,3,1,"","sdk_http_response"],[0,3,1,"","tokens_info"]],"genai.types.ComputeTokensResult":[[0,6,1,"","tokens_info"]],"genai.types.ComputeTokensResultDict":[[0,3,1,"","tokens_info"]],"genai.types.ComputerUse":[[0,6,1,"","disabled_safety_policies"],[0,6,1,"","enable_prompt_injection_detection"],[0,6,1,"","environment"],[0,6,1,"","excluded_predefined_functions"]],"genai.types.ComputerUseDict":[[0,3,1,"","disabled_safety_policies"],[0,3,1,"","enable_prompt_injection_detection"],[0,3,1,"","environment"],[0,3,1,"","excluded_predefined_functions"]],"genai.types.Content":[[0,6,1,"","parts"],[0,6,1,"","role"]],"genai.types.ContentDict":[[0,3,1,"","parts"],[0,3,1,"","role"]],"genai.types.ContentEmbedding":[[0,6,1,"","statistics"],[0,6,1,"","values"]],"genai.types.ContentEmbeddingDict":[[0,3,1,"","statistics"]],"genai.types.ContentEmbeddingStatistics":[[0,6,1,"","token_count"],[0,6,1,"","tokens_details"],[0,6,1,"","truncated"]],"genai.types.ContentEmbeddingStatisticsDict":[[0,3,1,"","token_count"],[0,3,1,"","tokens_details"],[0,3,1,"","truncated"]],"genai.types.ContentReferenceImage":[[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.ContentReferenceImageDict":[[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.ContextWindowCompressionConfig":[[0,6,1,"","sliding_window"],[0,6,1,"","trigger_tokens"]],"genai.types.ContextWindowCompressionConfigDict":[[0,3,1,"","sliding_window"],[0,3,1,"","trigger_tokens"]],"genai.types.ControlReferenceConfig":[[0,6,1,"","control_type"],[0,6,1,"","enable_control_image_computation"]],"genai.types.ControlReferenceConfigDict":[[0,3,1,"","control_type"],[0,3,1,"","enable_control_image_computation"]],"genai.types.ControlReferenceImage":[[0,6,1,"","config"],[0,6,1,"","control_image_config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.ControlReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.ControlReferenceType":[[0,3,1,"","CONTROL_TYPE_CANNY"],[0,3,1,"","CONTROL_TYPE_DEFAULT"],[0,3,1,"","CONTROL_TYPE_FACE_MESH"],[0,3,1,"","CONTROL_TYPE_SCRIBBLE"]],"genai.types.CountTokensConfig":[[0,6,1,"","generation_config"],[0,6,1,"","http_options"],[0,6,1,"","system_instruction"],[0,6,1,"","tools"]],"genai.types.CountTokensConfigDict":[[0,3,1,"","generation_config"],[0,3,1,"","http_options"],[0,3,1,"","system_instruction"],[0,3,1,"","tools"]],"genai.types.CountTokensResponse":[[0,6,1,"","cached_content_token_count"],[0,6,1,"","sdk_http_response"],[0,6,1,"","total_tokens"]],"genai.types.CountTokensResponseDict":[[0,3,1,"","cached_content_token_count"],[0,3,1,"","sdk_http_response"],[0,3,1,"","total_tokens"]],"genai.types.CountTokensResult":[[0,6,1,"","total_tokens"]],"genai.types.CountTokensResultDict":[[0,3,1,"","total_tokens"]],"genai.types.CreateAuthTokenConfig":[[0,6,1,"","expire_time"],[0,6,1,"","http_options"],[0,6,1,"","live_connect_constraints"],[0,6,1,"","lock_additional_fields"],[0,6,1,"","new_session_expire_time"],[0,6,1,"","uses"]],"genai.types.CreateAuthTokenConfigDict":[[0,3,1,"","expire_time"],[0,3,1,"","http_options"],[0,3,1,"","live_connect_constraints"],[0,3,1,"","lock_additional_fields"],[0,3,1,"","new_session_expire_time"],[0,3,1,"","uses"]],"genai.types.CreateAuthTokenParameters":[[0,6,1,"","config"]],"genai.types.CreateAuthTokenParametersDict":[[0,3,1,"","config"]],"genai.types.CreateBatchJobConfig":[[0,6,1,"","dest"],[0,6,1,"","display_name"],[0,6,1,"","http_options"],[0,6,1,"","webhook_config"]],"genai.types.CreateBatchJobConfigDict":[[0,3,1,"","dest"],[0,3,1,"","display_name"],[0,3,1,"","http_options"],[0,3,1,"","webhook_config"]],"genai.types.CreateCachedContentConfig":[[0,6,1,"","contents"],[0,6,1,"","display_name"],[0,6,1,"","expire_time"],[0,6,1,"","http_options"],[0,6,1,"","kms_key_name"],[0,6,1,"","system_instruction"],[0,6,1,"","tool_config"],[0,6,1,"","tools"],[0,6,1,"","ttl"]],"genai.types.CreateCachedContentConfigDict":[[0,3,1,"","contents"],[0,3,1,"","display_name"],[0,3,1,"","expire_time"],[0,3,1,"","http_options"],[0,3,1,"","kms_key_name"],[0,3,1,"","system_instruction"],[0,3,1,"","tool_config"],[0,3,1,"","tools"],[0,3,1,"","ttl"]],"genai.types.CreateEmbeddingsBatchJobConfig":[[0,6,1,"","display_name"],[0,6,1,"","http_options"]],"genai.types.CreateEmbeddingsBatchJobConfigDict":[[0,3,1,"","display_name"],[0,3,1,"","http_options"]],"genai.types.CreateFileConfig":[[0,6,1,"","http_options"],[0,6,1,"","should_return_http_response"]],"genai.types.CreateFileConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","should_return_http_response"]],"genai.types.CreateFileResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.CreateFileResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.CreateFileSearchStoreConfig":[[0,6,1,"","display_name"],[0,6,1,"","embedding_model"],[0,6,1,"","http_options"]],"genai.types.CreateFileSearchStoreConfigDict":[[0,3,1,"","display_name"],[0,3,1,"","embedding_model"],[0,3,1,"","http_options"]],"genai.types.CreateTuningJobConfig":[[0,6,1,"","adapter_size"],[0,6,1,"","base_teacher_model"],[0,6,1,"","batch_size"],[0,6,1,"","beta"],[0,6,1,"","checkpoint_interval"],[0,6,1,"","composite_reward_config"],[0,6,1,"","custom_base_model"],[0,6,1,"","description"],[0,6,1,"","encryption_spec"],[0,6,1,"","epoch_count"],[0,6,1,"","evaluate_interval"],[0,6,1,"","evaluation_config"],[0,6,1,"","export_last_checkpoint_only"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","learning_rate"],[0,6,1,"","learning_rate_multiplier"],[0,6,1,"","max_output_tokens"],[0,6,1,"","method"],[0,6,1,"","output_uri"],[0,6,1,"","pre_tuned_model_checkpoint_id"],[0,6,1,"","reward_config"],[0,6,1,"","samples_per_prompt"],[0,6,1,"","sft_loss_weight_multiplier"],[0,6,1,"","thinking_level"],[0,6,1,"","tuned_model_display_name"],[0,6,1,"","tuned_teacher_model_source"],[0,6,1,"","tuning_mode"],[0,6,1,"","validation_dataset"],[0,6,1,"","validation_dataset_uri"]],"genai.types.CreateTuningJobConfigDict":[[0,3,1,"","adapter_size"],[0,3,1,"","base_teacher_model"],[0,3,1,"","batch_size"],[0,3,1,"","beta"],[0,3,1,"","checkpoint_interval"],[0,3,1,"","composite_reward_config"],[0,3,1,"","custom_base_model"],[0,3,1,"","description"],[0,3,1,"","encryption_spec"],[0,3,1,"","epoch_count"],[0,3,1,"","evaluate_interval"],[0,3,1,"","evaluation_config"],[0,3,1,"","export_last_checkpoint_only"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","learning_rate"],[0,3,1,"","learning_rate_multiplier"],[0,3,1,"","max_output_tokens"],[0,3,1,"","method"],[0,3,1,"","output_uri"],[0,3,1,"","pre_tuned_model_checkpoint_id"],[0,3,1,"","reward_config"],[0,3,1,"","samples_per_prompt"],[0,3,1,"","sft_loss_weight_multiplier"],[0,3,1,"","thinking_level"],[0,3,1,"","tuned_model_display_name"],[0,3,1,"","tuned_teacher_model_source"],[0,3,1,"","tuning_mode"],[0,3,1,"","validation_dataset"],[0,3,1,"","validation_dataset_uri"]],"genai.types.CreateTuningJobParameters":[[0,6,1,"","base_model"],[0,6,1,"","config"],[0,6,1,"","training_dataset"]],"genai.types.CreateTuningJobParametersDict":[[0,3,1,"","base_model"],[0,3,1,"","config"],[0,3,1,"","training_dataset"]],"genai.types.CustomCodeExecutionResult":[[0,6,1,"","score"]],"genai.types.CustomCodeExecutionResultDict":[[0,3,1,"","score"]],"genai.types.CustomCodeExecutionSpec":[[0,6,1,"","evaluation_function"]],"genai.types.CustomCodeExecutionSpecDict":[[0,3,1,"","evaluation_function"]],"genai.types.CustomMetadata":[[0,6,1,"","key"],[0,6,1,"","numeric_value"],[0,6,1,"","string_list_value"],[0,6,1,"","string_value"]],"genai.types.CustomMetadataDict":[[0,3,1,"","key"],[0,3,1,"","numeric_value"],[0,3,1,"","string_list_value"],[0,3,1,"","string_value"]],"genai.types.CustomOutput":[[0,6,1,"","raw_outputs"]],"genai.types.CustomOutputDict":[[0,3,1,"","raw_outputs"]],"genai.types.CustomOutputFormatConfig":[[0,6,1,"","return_raw_output"]],"genai.types.CustomOutputFormatConfigDict":[[0,3,1,"","return_raw_output"]],"genai.types.CustomizedAvatar":[[0,6,1,"","image_data"],[0,6,1,"","image_mime_type"]],"genai.types.CustomizedAvatarDict":[[0,3,1,"","image_data"],[0,3,1,"","image_mime_type"]],"genai.types.DatasetDistribution":[[0,6,1,"","buckets"],[0,6,1,"","max"],[0,6,1,"","mean"],[0,6,1,"","median"],[0,6,1,"","min"],[0,6,1,"","p5"],[0,6,1,"","p95"],[0,6,1,"","sum"]],"genai.types.DatasetDistributionDict":[[0,3,1,"","buckets"],[0,3,1,"","max"],[0,3,1,"","mean"],[0,3,1,"","median"],[0,3,1,"","min"],[0,3,1,"","p5"],[0,3,1,"","p95"],[0,3,1,"","sum"]],"genai.types.DatasetDistributionDistributionBucket":[[0,6,1,"","count"],[0,6,1,"","left"],[0,6,1,"","right"]],"genai.types.DatasetDistributionDistributionBucketDict":[[0,3,1,"","count"],[0,3,1,"","left"],[0,3,1,"","right"]],"genai.types.DatasetStats":[[0,6,1,"","contents_per_example_distribution"],[0,6,1,"","dropped_example_indices"],[0,6,1,"","dropped_example_reasons"],[0,6,1,"","reinforcement_tuning_user_dataset_examples"],[0,6,1,"","total_billable_character_count"],[0,6,1,"","total_billable_token_count"],[0,6,1,"","total_tuning_character_count"],[0,6,1,"","tuning_dataset_example_count"],[0,6,1,"","tuning_step_count"],[0,6,1,"","user_dataset_examples"],[0,6,1,"","user_input_token_distribution"],[0,6,1,"","user_message_per_example_distribution"],[0,6,1,"","user_output_token_distribution"]],"genai.types.DatasetStatsDict":[[0,3,1,"","contents_per_example_distribution"],[0,3,1,"","dropped_example_indices"],[0,3,1,"","dropped_example_reasons"],[0,3,1,"","reinforcement_tuning_user_dataset_examples"],[0,3,1,"","total_billable_character_count"],[0,3,1,"","total_billable_token_count"],[0,3,1,"","total_tuning_character_count"],[0,3,1,"","tuning_dataset_example_count"],[0,3,1,"","tuning_step_count"],[0,3,1,"","user_dataset_examples"],[0,3,1,"","user_input_token_distribution"],[0,3,1,"","user_message_per_example_distribution"],[0,3,1,"","user_output_token_distribution"]],"genai.types.DeleteBatchJobConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteBatchJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteCachedContentConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteCachedContentConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteCachedContentResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.DeleteCachedContentResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.DeleteDocumentConfig":[[0,6,1,"","force"],[0,6,1,"","http_options"]],"genai.types.DeleteDocumentConfigDict":[[0,3,1,"","force"],[0,3,1,"","http_options"]],"genai.types.DeleteFileConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteFileConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteFileResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.DeleteFileResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.DeleteFileSearchStoreConfig":[[0,6,1,"","force"],[0,6,1,"","http_options"]],"genai.types.DeleteFileSearchStoreConfigDict":[[0,3,1,"","force"],[0,3,1,"","http_options"]],"genai.types.DeleteModelConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteModelConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteModelResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.DeleteModelResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.DeleteResourceJob":[[0,6,1,"","done"],[0,6,1,"","error"],[0,6,1,"","name"],[0,6,1,"","sdk_http_response"]],"genai.types.DeleteResourceJobDict":[[0,3,1,"","done"],[0,3,1,"","error"],[0,3,1,"","name"],[0,3,1,"","sdk_http_response"]],"genai.types.Delivery":[[0,3,1,"","DELIVERY_UNSPECIFIED"],[0,3,1,"","INLINE"],[0,3,1,"","URI"]],"genai.types.DistillationDataStats":[[0,6,1,"","training_dataset_stats"]],"genai.types.DistillationDataStatsDict":[[0,3,1,"","training_dataset_stats"]],"genai.types.DistillationHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","batch_size"],[0,6,1,"","epoch_count"],[0,6,1,"","generation_config"],[0,6,1,"","learning_rate"],[0,6,1,"","learning_rate_multiplier"]],"genai.types.DistillationHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","batch_size"],[0,3,1,"","epoch_count"],[0,3,1,"","generation_config"],[0,3,1,"","learning_rate"],[0,3,1,"","learning_rate_multiplier"]],"genai.types.DistillationSamplingSpec":[[0,6,1,"","base_teacher_model"],[0,6,1,"","hyperparameters"],[0,6,1,"","prompt_dataset_uri"],[0,6,1,"","tuned_teacher_model_source"],[0,6,1,"","validation_dataset_uri"]],"genai.types.DistillationSamplingSpecDict":[[0,3,1,"","base_teacher_model"],[0,3,1,"","hyperparameters"],[0,3,1,"","prompt_dataset_uri"],[0,3,1,"","tuned_teacher_model_source"],[0,3,1,"","validation_dataset_uri"]],"genai.types.DistillationSpec":[[0,6,1,"","base_teacher_model"],[0,6,1,"","hyper_parameters"],[0,6,1,"","pipeline_root_directory"],[0,6,1,"","prompt_dataset_uri"],[0,6,1,"","student_model"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","tuned_teacher_model_source"],[0,6,1,"","tuning_mode"],[0,6,1,"","validation_dataset_uri"]],"genai.types.DistillationSpecDict":[[0,3,1,"","base_teacher_model"],[0,3,1,"","hyper_parameters"],[0,3,1,"","pipeline_root_directory"],[0,3,1,"","prompt_dataset_uri"],[0,3,1,"","student_model"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","tuned_teacher_model_source"],[0,3,1,"","tuning_mode"],[0,3,1,"","validation_dataset_uri"]],"genai.types.Document":[[0,6,1,"","create_time"],[0,6,1,"","custom_metadata"],[0,6,1,"","display_name"],[0,6,1,"","mime_type"],[0,6,1,"","name"],[0,6,1,"","size_bytes"],[0,6,1,"","state"],[0,6,1,"","update_time"]],"genai.types.DocumentDict":[[0,3,1,"","create_time"],[0,3,1,"","custom_metadata"],[0,3,1,"","display_name"],[0,3,1,"","mime_type"],[0,3,1,"","name"],[0,3,1,"","size_bytes"],[0,3,1,"","state"],[0,3,1,"","update_time"]],"genai.types.DocumentState":[[0,3,1,"","STATE_ACTIVE"],[0,3,1,"","STATE_FAILED"],[0,3,1,"","STATE_PENDING"],[0,3,1,"","STATE_UNSPECIFIED"]],"genai.types.DownloadFileConfig":[[0,6,1,"","http_options"]],"genai.types.DownloadFileConfigDict":[[0,3,1,"","http_options"]],"genai.types.DownloadMediaConfig":[[0,6,1,"","http_options"]],"genai.types.DownloadMediaConfigDict":[[0,3,1,"","http_options"]],"genai.types.DynamicRetrievalConfig":[[0,6,1,"","dynamic_threshold"],[0,6,1,"","mode"]],"genai.types.DynamicRetrievalConfigDict":[[0,3,1,"","dynamic_threshold"],[0,3,1,"","mode"]],"genai.types.DynamicRetrievalConfigMode":[[0,3,1,"","MODE_DYNAMIC"],[0,3,1,"","MODE_UNSPECIFIED"]],"genai.types.EditImageConfig":[[0,6,1,"","add_watermark"],[0,6,1,"","aspect_ratio"],[0,6,1,"","base_steps"],[0,6,1,"","edit_mode"],[0,6,1,"","guidance_scale"],[0,6,1,"","http_options"],[0,6,1,"","include_rai_reason"],[0,6,1,"","include_safety_attributes"],[0,6,1,"","labels"],[0,6,1,"","language"],[0,6,1,"","negative_prompt"],[0,6,1,"","number_of_images"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"],[0,6,1,"","seed"]],"genai.types.EditImageConfigDict":[[0,3,1,"","add_watermark"],[0,3,1,"","aspect_ratio"],[0,3,1,"","base_steps"],[0,3,1,"","edit_mode"],[0,3,1,"","guidance_scale"],[0,3,1,"","http_options"],[0,3,1,"","include_rai_reason"],[0,3,1,"","include_safety_attributes"],[0,3,1,"","labels"],[0,3,1,"","language"],[0,3,1,"","negative_prompt"],[0,3,1,"","number_of_images"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"],[0,3,1,"","seed"]],"genai.types.EditImageResponse":[[0,6,1,"","generated_images"],[0,6,1,"","sdk_http_response"]],"genai.types.EditImageResponseDict":[[0,3,1,"","generated_images"],[0,3,1,"","sdk_http_response"]],"genai.types.EditMode":[[0,3,1,"","EDIT_MODE_BGSWAP"],[0,3,1,"","EDIT_MODE_CONTROLLED_EDITING"],[0,3,1,"","EDIT_MODE_DEFAULT"],[0,3,1,"","EDIT_MODE_INPAINT_INSERTION"],[0,3,1,"","EDIT_MODE_INPAINT_REMOVAL"],[0,3,1,"","EDIT_MODE_OUTPAINT"],[0,3,1,"","EDIT_MODE_PRODUCT_IMAGE"],[0,3,1,"","EDIT_MODE_STYLE"]],"genai.types.EmbedContentBatch":[[0,6,1,"","config"],[0,6,1,"","contents"]],"genai.types.EmbedContentBatchDict":[[0,3,1,"","config"],[0,3,1,"","contents"]],"genai.types.EmbedContentConfig":[[0,6,1,"","audio_track_extraction"],[0,6,1,"","auto_truncate"],[0,6,1,"","document_ocr"],[0,6,1,"","http_options"],[0,6,1,"","mime_type"],[0,6,1,"","output_dimensionality"],[0,6,1,"","task_type"],[0,6,1,"","title"]],"genai.types.EmbedContentConfigDict":[[0,3,1,"","audio_track_extraction"],[0,3,1,"","auto_truncate"],[0,3,1,"","document_ocr"],[0,3,1,"","http_options"],[0,3,1,"","mime_type"],[0,3,1,"","output_dimensionality"],[0,3,1,"","task_type"],[0,3,1,"","title"]],"genai.types.EmbedContentMetadata":[[0,6,1,"","billable_character_count"]],"genai.types.EmbedContentMetadataDict":[[0,3,1,"","billable_character_count"]],"genai.types.EmbedContentParameters":[[0,6,1,"","config"],[0,6,1,"","contents"],[0,6,1,"","model"]],"genai.types.EmbedContentParametersDict":[[0,3,1,"","config"],[0,3,1,"","contents"],[0,3,1,"","model"]],"genai.types.EmbedContentResponse":[[0,6,1,"","embeddings"],[0,6,1,"","metadata"],[0,6,1,"","sdk_http_response"]],"genai.types.EmbedContentResponseDict":[[0,3,1,"","embeddings"],[0,3,1,"","metadata"],[0,3,1,"","sdk_http_response"]],"genai.types.EmbeddingApiType":[[0,3,1,"","EMBED_CONTENT"],[0,3,1,"","PREDICT"]],"genai.types.EmbeddingsBatchJobSource":[[0,6,1,"","file_name"],[0,6,1,"","inlined_requests"]],"genai.types.EmbeddingsBatchJobSourceDict":[[0,3,1,"","file_name"],[0,3,1,"","inlined_requests"]],"genai.types.EncryptionSpec":[[0,6,1,"","kms_key_name"]],"genai.types.EncryptionSpecDict":[[0,3,1,"","kms_key_name"]],"genai.types.EndSensitivity":[[0,3,1,"","END_SENSITIVITY_HIGH"],[0,3,1,"","END_SENSITIVITY_LOW"],[0,3,1,"","END_SENSITIVITY_UNSPECIFIED"]],"genai.types.Endpoint":[[0,6,1,"","deployed_model_id"],[0,6,1,"","name"]],"genai.types.EndpointDict":[[0,3,1,"","deployed_model_id"],[0,3,1,"","name"]],"genai.types.EnterpriseWebSearch":[[0,6,1,"","blocking_confidence"],[0,6,1,"","exclude_domains"]],"genai.types.EnterpriseWebSearchDict":[[0,3,1,"","blocking_confidence"],[0,3,1,"","exclude_domains"]],"genai.types.EntityLabel":[[0,6,1,"","label"],[0,6,1,"","score"]],"genai.types.EntityLabelDict":[[0,3,1,"","label"],[0,3,1,"","score"]],"genai.types.Environment":[[0,3,1,"","ENVIRONMENT_BROWSER"],[0,3,1,"","ENVIRONMENT_DESKTOP"],[0,3,1,"","ENVIRONMENT_MOBILE"],[0,3,1,"","ENVIRONMENT_UNSPECIFIED"]],"genai.types.EvaluateDatasetResponse":[[0,6,1,"","aggregation_output"],[0,6,1,"","output_info"]],"genai.types.EvaluateDatasetResponseDict":[[0,3,1,"","aggregation_output"],[0,3,1,"","output_info"]],"genai.types.EvaluateDatasetRun":[[0,6,1,"","checkpoint_id"],[0,6,1,"","error"],[0,6,1,"","evaluate_dataset_response"],[0,6,1,"","evaluation_run"],[0,6,1,"","operation_name"]],"genai.types.EvaluateDatasetRunDict":[[0,3,1,"","checkpoint_id"],[0,3,1,"","error"],[0,3,1,"","evaluate_dataset_response"],[0,3,1,"","evaluation_run"],[0,3,1,"","operation_name"]],"genai.types.EvaluationConfig":[[0,6,1,"","autorater_config"],[0,6,1,"","inference_generation_config"],[0,6,1,"","metrics"],[0,6,1,"","output_config"]],"genai.types.EvaluationConfigDict":[[0,3,1,"","autorater_config"],[0,3,1,"","inference_generation_config"],[0,3,1,"","metrics"],[0,3,1,"","output_config"]],"genai.types.EvaluationDataset":[[0,6,1,"","bigquery_source"],[0,6,1,"","gcs_source"]],"genai.types.EvaluationDatasetDict":[[0,3,1,"","bigquery_source"],[0,3,1,"","gcs_source"]],"genai.types.EvaluationParserConfig":[[0,6,1,"","custom_code_parser_config"]],"genai.types.EvaluationParserConfigCustomCodeParserConfig":[[0,6,1,"","parsing_function"]],"genai.types.EvaluationParserConfigCustomCodeParserConfigDict":[[0,3,1,"","parsing_function"]],"genai.types.EvaluationParserConfigDict":[[0,3,1,"","custom_code_parser_config"]],"genai.types.ExactMatchMetricValue":[[0,6,1,"","score"]],"genai.types.ExactMatchMetricValueDict":[[0,3,1,"","score"]],"genai.types.ExecutableCode":[[0,6,1,"","code"],[0,6,1,"","id"],[0,6,1,"","language"]],"genai.types.ExecutableCodeDict":[[0,3,1,"","code"],[0,3,1,"","id"],[0,3,1,"","language"]],"genai.types.ExternalApi":[[0,6,1,"","api_auth"],[0,6,1,"","api_spec"],[0,6,1,"","auth_config"],[0,6,1,"","elastic_search_params"],[0,6,1,"","endpoint"],[0,6,1,"","simple_search_params"]],"genai.types.ExternalApiDict":[[0,3,1,"","api_auth"],[0,3,1,"","api_spec"],[0,3,1,"","auth_config"],[0,3,1,"","elastic_search_params"],[0,3,1,"","endpoint"],[0,3,1,"","simple_search_params"]],"genai.types.ExternalApiElasticSearchParams":[[0,6,1,"","index"],[0,6,1,"","num_hits"],[0,6,1,"","search_template"]],"genai.types.ExternalApiElasticSearchParamsDict":[[0,3,1,"","index"],[0,3,1,"","num_hits"],[0,3,1,"","search_template"]],"genai.types.FeatureSelectionPreference":[[0,3,1,"","BALANCED"],[0,3,1,"","FEATURE_SELECTION_PREFERENCE_UNSPECIFIED"],[0,3,1,"","PRIORITIZE_COST"],[0,3,1,"","PRIORITIZE_QUALITY"]],"genai.types.FetchPredictOperationConfig":[[0,6,1,"","http_options"]],"genai.types.FetchPredictOperationConfigDict":[[0,3,1,"","http_options"]],"genai.types.File":[[0,6,1,"","create_time"],[0,6,1,"","display_name"],[0,6,1,"","download_uri"],[0,6,1,"","error"],[0,6,1,"","expiration_time"],[0,6,1,"","mime_type"],[0,6,1,"","name"],[0,6,1,"","sha256_hash"],[0,6,1,"","size_bytes"],[0,6,1,"","source"],[0,6,1,"","state"],[0,6,1,"","update_time"],[0,6,1,"","uri"],[0,6,1,"","video_metadata"]],"genai.types.FileData":[[0,6,1,"","display_name"],[0,6,1,"","file_uri"],[0,6,1,"","mime_type"]],"genai.types.FileDataDict":[[0,3,1,"","display_name"],[0,3,1,"","file_uri"],[0,3,1,"","mime_type"]],"genai.types.FileDict":[[0,3,1,"","create_time"],[0,3,1,"","display_name"],[0,3,1,"","download_uri"],[0,3,1,"","error"],[0,3,1,"","expiration_time"],[0,3,1,"","mime_type"],[0,3,1,"","name"],[0,3,1,"","sha256_hash"],[0,3,1,"","size_bytes"],[0,3,1,"","source"],[0,3,1,"","state"],[0,3,1,"","update_time"],[0,3,1,"","uri"],[0,3,1,"","video_metadata"]],"genai.types.FileSearch":[[0,6,1,"","file_search_store_names"],[0,6,1,"","metadata_filter"],[0,6,1,"","top_k"]],"genai.types.FileSearchDict":[[0,3,1,"","file_search_store_names"],[0,3,1,"","metadata_filter"],[0,3,1,"","top_k"]],"genai.types.FileSearchStore":[[0,6,1,"","active_documents_count"],[0,6,1,"","create_time"],[0,6,1,"","display_name"],[0,6,1,"","embedding_model"],[0,6,1,"","failed_documents_count"],[0,6,1,"","name"],[0,6,1,"","pending_documents_count"],[0,6,1,"","size_bytes"],[0,6,1,"","update_time"]],"genai.types.FileSearchStoreDict":[[0,3,1,"","active_documents_count"],[0,3,1,"","create_time"],[0,3,1,"","display_name"],[0,3,1,"","embedding_model"],[0,3,1,"","failed_documents_count"],[0,3,1,"","name"],[0,3,1,"","pending_documents_count"],[0,3,1,"","size_bytes"],[0,3,1,"","update_time"]],"genai.types.FileSource":[[0,3,1,"","GENERATED"],[0,3,1,"","REGISTERED"],[0,3,1,"","SOURCE_UNSPECIFIED"],[0,3,1,"","UPLOADED"]],"genai.types.FileState":[[0,3,1,"","ACTIVE"],[0,3,1,"","FAILED"],[0,3,1,"","PROCESSING"],[0,3,1,"","STATE_UNSPECIFIED"]],"genai.types.FileStatus":[[0,6,1,"","code"],[0,6,1,"","details"],[0,6,1,"","message"]],"genai.types.FileStatusDict":[[0,3,1,"","code"],[0,3,1,"","details"],[0,3,1,"","message"]],"genai.types.FinishReason":[[0,3,1,"","BLOCKLIST"],[0,3,1,"","FINISH_REASON_UNSPECIFIED"],[0,3,1,"","IMAGE_OTHER"],[0,3,1,"","IMAGE_PROHIBITED_CONTENT"],[0,3,1,"","IMAGE_RECITATION"],[0,3,1,"","IMAGE_SAFETY"],[0,3,1,"","LANGUAGE"],[0,3,1,"","MALFORMED_FUNCTION_CALL"],[0,3,1,"","MAX_TOKENS"],[0,3,1,"","NO_IMAGE"],[0,3,1,"","OTHER"],[0,3,1,"","PROHIBITED_CONTENT"],[0,3,1,"","RECITATION"],[0,3,1,"","SAFETY"],[0,3,1,"","SPII"],[0,3,1,"","STOP"],[0,3,1,"","TOO_MANY_TOOL_CALLS"],[0,3,1,"","UNEXPECTED_TOOL_CALL"]],"genai.types.FullFineTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.FullFineTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.FunctionCall":[[0,6,1,"","args"],[0,6,1,"","id"],[0,6,1,"","name"],[0,6,1,"","partial_args"],[0,6,1,"","will_continue"]],"genai.types.FunctionCallDict":[[0,3,1,"","args"],[0,3,1,"","id"],[0,3,1,"","name"],[0,3,1,"","partial_args"],[0,3,1,"","will_continue"]],"genai.types.FunctionCallingConfig":[[0,6,1,"","allowed_function_names"],[0,6,1,"","mode"],[0,6,1,"","stream_function_call_arguments"]],"genai.types.FunctionCallingConfigDict":[[0,3,1,"","allowed_function_names"],[0,3,1,"","mode"],[0,3,1,"","stream_function_call_arguments"]],"genai.types.FunctionCallingConfigMode":[[0,3,1,"","ANY"],[0,3,1,"","AUTO"],[0,3,1,"","MODE_UNSPECIFIED"],[0,3,1,"","NONE"],[0,3,1,"","VALIDATED"]],"genai.types.FunctionDeclaration":[[0,6,1,"","behavior"],[0,6,1,"","description"],[0,1,1,"","from_callable"],[0,1,1,"","from_callable_with_api_option"],[0,6,1,"","name"],[0,6,1,"","parameters"],[0,6,1,"","parameters_json_schema"],[0,6,1,"","response"],[0,6,1,"","response_json_schema"]],"genai.types.FunctionDeclarationDict":[[0,3,1,"","behavior"],[0,3,1,"","description"],[0,3,1,"","name"],[0,3,1,"","parameters"],[0,3,1,"","parameters_json_schema"],[0,3,1,"","response"],[0,3,1,"","response_json_schema"]],"genai.types.FunctionResponse":[[0,1,1,"","from_mcp_response"],[0,6,1,"","id"],[0,6,1,"","name"],[0,6,1,"","parts"],[0,6,1,"","response"],[0,6,1,"","scheduling"],[0,6,1,"","will_continue"]],"genai.types.FunctionResponseBlob":[[0,6,1,"","data"],[0,6,1,"","display_name"],[0,6,1,"","mime_type"]],"genai.types.FunctionResponseBlobDict":[[0,3,1,"","data"],[0,3,1,"","display_name"],[0,3,1,"","mime_type"]],"genai.types.FunctionResponseDict":[[0,3,1,"","id"],[0,3,1,"","name"],[0,3,1,"","parts"],[0,3,1,"","response"],[0,3,1,"","scheduling"],[0,3,1,"","will_continue"]],"genai.types.FunctionResponseFileData":[[0,6,1,"","display_name"],[0,6,1,"","file_uri"],[0,6,1,"","mime_type"]],"genai.types.FunctionResponseFileDataDict":[[0,3,1,"","display_name"],[0,3,1,"","file_uri"],[0,3,1,"","mime_type"]],"genai.types.FunctionResponsePart":[[0,6,1,"","file_data"],[0,1,1,"","from_bytes"],[0,1,1,"","from_uri"],[0,6,1,"","inline_data"]],"genai.types.FunctionResponsePartDict":[[0,3,1,"","file_data"],[0,3,1,"","inline_data"]],"genai.types.FunctionResponseScheduling":[[0,3,1,"","INTERRUPT"],[0,3,1,"","SCHEDULING_UNSPECIFIED"],[0,3,1,"","SILENT"],[0,3,1,"","WHEN_IDLE"]],"genai.types.GcsDestination":[[0,6,1,"","output_uri_prefix"]],"genai.types.GcsDestinationDict":[[0,3,1,"","output_uri_prefix"]],"genai.types.GcsSource":[[0,6,1,"","uris"]],"genai.types.GcsSourceDict":[[0,3,1,"","uris"]],"genai.types.GeminiPreferenceExample":[[0,6,1,"","completions"],[0,6,1,"","contents"]],"genai.types.GeminiPreferenceExampleCompletion":[[0,6,1,"","completion"],[0,6,1,"","score"]],"genai.types.GeminiPreferenceExampleCompletionDict":[[0,3,1,"","completion"],[0,3,1,"","score"]],"genai.types.GeminiPreferenceExampleDict":[[0,3,1,"","completions"],[0,3,1,"","contents"]],"genai.types.GenerateContentConfig":[[0,6,1,"","audio_timestamp"],[0,6,1,"","audio_transcription_config"],[0,6,1,"","automatic_function_calling"],[0,6,1,"","cached_content"],[0,6,1,"","candidate_count"],[0,6,1,"","enable_enhanced_civic_answers"],[0,6,1,"","frequency_penalty"],[0,6,1,"","http_options"],[0,6,1,"","image_config"],[0,6,1,"","labels"],[0,6,1,"","logprobs"],[0,6,1,"","max_output_tokens"],[0,6,1,"","media_resolution"],[0,6,1,"","model_armor_config"],[0,6,1,"","model_selection_config"],[0,6,1,"","presence_penalty"],[0,6,1,"","response_json_schema"],[0,6,1,"","response_logprobs"],[0,6,1,"","response_mime_type"],[0,6,1,"","response_modalities"],[0,6,1,"","response_schema"],[0,6,1,"","routing_config"],[0,6,1,"","safety_settings"],[0,6,1,"","seed"],[0,6,1,"","service_tier"],[0,6,1,"","should_return_http_response"],[0,6,1,"","speech_config"],[0,6,1,"","stop_sequences"],[0,6,1,"","system_instruction"],[0,6,1,"","temperature"],[0,6,1,"","thinking_config"],[0,6,1,"","tool_config"],[0,6,1,"","tools"],[0,6,1,"","top_k"],[0,6,1,"","top_p"]],"genai.types.GenerateContentConfigDict":[[0,3,1,"","audio_timestamp"],[0,3,1,"","audio_transcription_config"],[0,3,1,"","automatic_function_calling"],[0,3,1,"","cached_content"],[0,3,1,"","candidate_count"],[0,3,1,"","enable_enhanced_civic_answers"],[0,3,1,"","frequency_penalty"],[0,3,1,"","http_options"],[0,3,1,"","image_config"],[0,3,1,"","labels"],[0,3,1,"","logprobs"],[0,3,1,"","max_output_tokens"],[0,3,1,"","media_resolution"],[0,3,1,"","model_armor_config"],[0,3,1,"","model_selection_config"],[0,3,1,"","presence_penalty"],[0,3,1,"","response_json_schema"],[0,3,1,"","response_logprobs"],[0,3,1,"","response_mime_type"],[0,3,1,"","response_modalities"],[0,3,1,"","response_schema"],[0,3,1,"","routing_config"],[0,3,1,"","safety_settings"],[0,3,1,"","seed"],[0,3,1,"","service_tier"],[0,3,1,"","should_return_http_response"],[0,3,1,"","speech_config"],[0,3,1,"","stop_sequences"],[0,3,1,"","system_instruction"],[0,3,1,"","temperature"],[0,3,1,"","thinking_config"],[0,3,1,"","tool_config"],[0,3,1,"","tools"],[0,3,1,"","top_k"],[0,3,1,"","top_p"]],"genai.types.GenerateContentResponse":[[0,6,1,"","automatic_function_calling_history"],[0,6,1,"","candidates"],[0,2,1,"","code_execution_result"],[0,6,1,"","create_time"],[0,2,1,"","executable_code"],[0,2,1,"","function_calls"],[0,6,1,"","model_status"],[0,6,1,"","model_version"],[0,6,1,"","parsed"],[0,2,1,"","parts"],[0,6,1,"","prompt_feedback"],[0,6,1,"","response_id"],[0,6,1,"","sdk_http_response"],[0,2,1,"","text"],[0,6,1,"","usage_metadata"]],"genai.types.GenerateContentResponseDict":[[0,3,1,"","candidates"],[0,3,1,"","create_time"],[0,3,1,"","model_status"],[0,3,1,"","model_version"],[0,3,1,"","prompt_feedback"],[0,3,1,"","response_id"],[0,3,1,"","sdk_http_response"],[0,3,1,"","usage_metadata"]],"genai.types.GenerateContentResponsePromptFeedback":[[0,6,1,"","block_reason"],[0,6,1,"","block_reason_message"],[0,6,1,"","safety_ratings"]],"genai.types.GenerateContentResponsePromptFeedbackDict":[[0,3,1,"","block_reason"],[0,3,1,"","block_reason_message"],[0,3,1,"","safety_ratings"]],"genai.types.GenerateContentResponseUsageMetadata":[[0,6,1,"","cache_tokens_details"],[0,6,1,"","cached_content_token_count"],[0,6,1,"","candidates_token_count"],[0,6,1,"","candidates_tokens_details"],[0,6,1,"","prompt_token_count"],[0,6,1,"","prompt_tokens_details"],[0,6,1,"","thoughts_token_count"],[0,6,1,"","tool_use_prompt_token_count"],[0,6,1,"","tool_use_prompt_tokens_details"],[0,6,1,"","total_token_count"],[0,6,1,"","traffic_type"]],"genai.types.GenerateContentResponseUsageMetadataDict":[[0,3,1,"","cache_tokens_details"],[0,3,1,"","cached_content_token_count"],[0,3,1,"","candidates_token_count"],[0,3,1,"","candidates_tokens_details"],[0,3,1,"","prompt_token_count"],[0,3,1,"","prompt_tokens_details"],[0,3,1,"","thoughts_token_count"],[0,3,1,"","tool_use_prompt_token_count"],[0,3,1,"","tool_use_prompt_tokens_details"],[0,3,1,"","total_token_count"],[0,3,1,"","traffic_type"]],"genai.types.GenerateImagesConfig":[[0,6,1,"","add_watermark"],[0,6,1,"","aspect_ratio"],[0,6,1,"","enhance_prompt"],[0,6,1,"","guidance_scale"],[0,6,1,"","http_options"],[0,6,1,"","image_size"],[0,6,1,"","include_rai_reason"],[0,6,1,"","include_safety_attributes"],[0,6,1,"","labels"],[0,6,1,"","language"],[0,6,1,"","negative_prompt"],[0,6,1,"","number_of_images"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"],[0,6,1,"","seed"]],"genai.types.GenerateImagesConfigDict":[[0,3,1,"","add_watermark"],[0,3,1,"","aspect_ratio"],[0,3,1,"","enhance_prompt"],[0,3,1,"","guidance_scale"],[0,3,1,"","http_options"],[0,3,1,"","image_size"],[0,3,1,"","include_rai_reason"],[0,3,1,"","include_safety_attributes"],[0,3,1,"","labels"],[0,3,1,"","language"],[0,3,1,"","negative_prompt"],[0,3,1,"","number_of_images"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"],[0,3,1,"","seed"]],"genai.types.GenerateImagesResponse":[[0,6,1,"","generated_images"],[0,2,1,"","images"],[0,6,1,"","positive_prompt_safety_attributes"],[0,6,1,"","sdk_http_response"]],"genai.types.GenerateImagesResponseDict":[[0,3,1,"","generated_images"],[0,3,1,"","positive_prompt_safety_attributes"],[0,3,1,"","sdk_http_response"]],"genai.types.GenerateVideosConfig":[[0,6,1,"","aspect_ratio"],[0,6,1,"","compression_quality"],[0,6,1,"","duration_seconds"],[0,6,1,"","enhance_prompt"],[0,6,1,"","fps"],[0,6,1,"","generate_audio"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","last_frame"],[0,6,1,"","mask"],[0,6,1,"","negative_prompt"],[0,6,1,"","number_of_videos"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","person_generation"],[0,6,1,"","pubsub_topic"],[0,6,1,"","reference_images"],[0,6,1,"","resize_mode"],[0,6,1,"","resolution"],[0,6,1,"","seed"],[0,6,1,"","webhook_config"]],"genai.types.GenerateVideosConfigDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","compression_quality"],[0,3,1,"","duration_seconds"],[0,3,1,"","enhance_prompt"],[0,3,1,"","fps"],[0,3,1,"","generate_audio"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","last_frame"],[0,3,1,"","mask"],[0,3,1,"","negative_prompt"],[0,3,1,"","number_of_videos"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","person_generation"],[0,3,1,"","pubsub_topic"],[0,3,1,"","reference_images"],[0,3,1,"","resize_mode"],[0,3,1,"","resolution"],[0,3,1,"","seed"],[0,3,1,"","webhook_config"]],"genai.types.GenerateVideosOperation":[[0,1,1,"","from_api_response"],[0,6,1,"","response"],[0,6,1,"","result"]],"genai.types.GenerateVideosResponse":[[0,6,1,"","generated_videos"],[0,6,1,"","rai_media_filtered_count"],[0,6,1,"","rai_media_filtered_reasons"]],"genai.types.GenerateVideosResponseDict":[[0,3,1,"","generated_videos"],[0,3,1,"","rai_media_filtered_count"],[0,3,1,"","rai_media_filtered_reasons"]],"genai.types.GenerateVideosSource":[[0,6,1,"","image"],[0,6,1,"","prompt"],[0,6,1,"","video"]],"genai.types.GenerateVideosSourceDict":[[0,3,1,"","image"],[0,3,1,"","prompt"],[0,3,1,"","video"]],"genai.types.GeneratedImage":[[0,6,1,"","enhanced_prompt"],[0,6,1,"","image"],[0,6,1,"","rai_filtered_reason"],[0,6,1,"","safety_attributes"]],"genai.types.GeneratedImageDict":[[0,3,1,"","enhanced_prompt"],[0,3,1,"","image"],[0,3,1,"","rai_filtered_reason"],[0,3,1,"","safety_attributes"]],"genai.types.GeneratedImageMask":[[0,6,1,"","labels"],[0,6,1,"","mask"]],"genai.types.GeneratedImageMaskDict":[[0,3,1,"","labels"],[0,3,1,"","mask"]],"genai.types.GeneratedVideo":[[0,6,1,"","video"]],"genai.types.GeneratedVideoDict":[[0,3,1,"","video"]],"genai.types.GenerationConfig":[[0,6,1,"","audio_timestamp"],[0,6,1,"","audio_transcription_config"],[0,6,1,"","candidate_count"],[0,6,1,"","enable_affective_dialog"],[0,6,1,"","enable_enhanced_civic_answers"],[0,6,1,"","frequency_penalty"],[0,6,1,"","logprobs"],[0,6,1,"","max_output_tokens"],[0,6,1,"","media_resolution"],[0,6,1,"","model_selection_config"],[0,6,1,"","presence_penalty"],[0,6,1,"","response_format"],[0,6,1,"","response_json_schema"],[0,6,1,"","response_logprobs"],[0,6,1,"","response_mime_type"],[0,6,1,"","response_modalities"],[0,6,1,"","response_schema"],[0,6,1,"","routing_config"],[0,6,1,"","seed"],[0,6,1,"","speech_config"],[0,6,1,"","stop_sequences"],[0,6,1,"","temperature"],[0,6,1,"","thinking_config"],[0,6,1,"","top_k"],[0,6,1,"","top_p"],[0,6,1,"","translation_config"]],"genai.types.GenerationConfigDict":[[0,3,1,"","audio_timestamp"],[0,3,1,"","audio_transcription_config"],[0,3,1,"","candidate_count"],[0,3,1,"","enable_affective_dialog"],[0,3,1,"","enable_enhanced_civic_answers"],[0,3,1,"","frequency_penalty"],[0,3,1,"","logprobs"],[0,3,1,"","max_output_tokens"],[0,3,1,"","media_resolution"],[0,3,1,"","model_selection_config"],[0,3,1,"","presence_penalty"],[0,3,1,"","response_format"],[0,3,1,"","response_json_schema"],[0,3,1,"","response_logprobs"],[0,3,1,"","response_mime_type"],[0,3,1,"","response_modalities"],[0,3,1,"","response_schema"],[0,3,1,"","routing_config"],[0,3,1,"","seed"],[0,3,1,"","speech_config"],[0,3,1,"","stop_sequences"],[0,3,1,"","temperature"],[0,3,1,"","thinking_config"],[0,3,1,"","top_k"],[0,3,1,"","top_p"],[0,3,1,"","translation_config"]],"genai.types.GenerationConfigRoutingConfig":[[0,6,1,"","auto_mode"],[0,6,1,"","manual_mode"]],"genai.types.GenerationConfigRoutingConfigAutoRoutingMode":[[0,6,1,"","model_routing_preference"]],"genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict":[[0,3,1,"","model_routing_preference"]],"genai.types.GenerationConfigRoutingConfigDict":[[0,3,1,"","auto_mode"],[0,3,1,"","manual_mode"]],"genai.types.GenerationConfigRoutingConfigManualRoutingMode":[[0,6,1,"","model_name"]],"genai.types.GenerationConfigRoutingConfigManualRoutingModeDict":[[0,3,1,"","model_name"]],"genai.types.GenerationConfigThinkingConfigDict":[[0,3,1,"","include_thoughts"],[0,3,1,"","thinking_budget"],[0,3,1,"","thinking_level"]],"genai.types.GetBatchJobConfig":[[0,6,1,"","http_options"]],"genai.types.GetBatchJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetCachedContentConfig":[[0,6,1,"","http_options"]],"genai.types.GetCachedContentConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetDocumentConfig":[[0,6,1,"","http_options"]],"genai.types.GetDocumentConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetFileConfig":[[0,6,1,"","http_options"]],"genai.types.GetFileConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetFileSearchStoreConfig":[[0,6,1,"","http_options"]],"genai.types.GetFileSearchStoreConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetModelConfig":[[0,6,1,"","http_options"]],"genai.types.GetModelConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetOperationConfig":[[0,6,1,"","http_options"]],"genai.types.GetOperationConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetTuningJobConfig":[[0,6,1,"","http_options"]],"genai.types.GetTuningJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.GoogleMaps":[[0,6,1,"","auth_config"],[0,6,1,"","enable_widget"],[0,6,1,"","grounding_types"]],"genai.types.GoogleMapsDict":[[0,3,1,"","auth_config"],[0,3,1,"","enable_widget"],[0,3,1,"","grounding_types"]],"genai.types.GoogleMapsGroundingTypes":[[0,6,1,"","places"],[0,6,1,"","routing"]],"genai.types.GoogleMapsGroundingTypesDict":[[0,3,1,"","places"],[0,3,1,"","routing"]],"genai.types.GoogleRpcStatus":[[0,6,1,"","code"],[0,6,1,"","details"],[0,6,1,"","message"]],"genai.types.GoogleRpcStatusDict":[[0,3,1,"","code"],[0,3,1,"","details"],[0,3,1,"","message"]],"genai.types.GoogleSearch":[[0,6,1,"","blocking_confidence"],[0,6,1,"","exclude_domains"],[0,6,1,"","search_types"],[0,6,1,"","time_range_filter"]],"genai.types.GoogleSearchDict":[[0,3,1,"","blocking_confidence"],[0,3,1,"","exclude_domains"],[0,3,1,"","search_types"],[0,3,1,"","time_range_filter"]],"genai.types.GoogleSearchRetrieval":[[0,6,1,"","dynamic_retrieval_config"]],"genai.types.GoogleSearchRetrievalDict":[[0,3,1,"","dynamic_retrieval_config"]],"genai.types.GoogleTypeDate":[[0,6,1,"","day"],[0,6,1,"","month"],[0,6,1,"","year"]],"genai.types.GoogleTypeDateDict":[[0,3,1,"","day"],[0,3,1,"","month"],[0,3,1,"","year"]],"genai.types.GroundingChunk":[[0,6,1,"","image"],[0,6,1,"","maps"],[0,6,1,"","retrieved_context"],[0,6,1,"","web"]],"genai.types.GroundingChunkCustomMetadata":[[0,6,1,"","key"],[0,6,1,"","numeric_value"],[0,6,1,"","string_list_value"],[0,6,1,"","string_value"]],"genai.types.GroundingChunkCustomMetadataDict":[[0,3,1,"","key"],[0,3,1,"","numeric_value"],[0,3,1,"","string_list_value"],[0,3,1,"","string_value"]],"genai.types.GroundingChunkDict":[[0,3,1,"","image"],[0,3,1,"","maps"],[0,3,1,"","retrieved_context"],[0,3,1,"","web"]],"genai.types.GroundingChunkImage":[[0,6,1,"","domain"],[0,6,1,"","image_uri"],[0,6,1,"","source_uri"],[0,6,1,"","title"]],"genai.types.GroundingChunkImageDict":[[0,3,1,"","domain"],[0,3,1,"","image_uri"],[0,3,1,"","source_uri"],[0,3,1,"","title"]],"genai.types.GroundingChunkMaps":[[0,6,1,"","place_answer_sources"],[0,6,1,"","place_id"],[0,6,1,"","route"],[0,6,1,"","text"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.GroundingChunkMapsDict":[[0,3,1,"","place_answer_sources"],[0,3,1,"","place_id"],[0,3,1,"","route"],[0,3,1,"","text"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.GroundingChunkMapsPlaceAnswerSources":[[0,6,1,"","flag_content_uri"],[0,6,1,"","review_snippet"],[0,6,1,"","review_snippets"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution":[[0,6,1,"","display_name"],[0,6,1,"","photo_uri"],[0,6,1,"","uri"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict":[[0,3,1,"","display_name"],[0,3,1,"","photo_uri"],[0,3,1,"","uri"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict":[[0,3,1,"","flag_content_uri"],[0,3,1,"","review_snippet"],[0,3,1,"","review_snippets"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet":[[0,6,1,"","author_attribution"],[0,6,1,"","flag_content_uri"],[0,6,1,"","google_maps_uri"],[0,6,1,"","relative_publish_time_description"],[0,6,1,"","review"],[0,6,1,"","review_id"],[0,6,1,"","title"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict":[[0,3,1,"","author_attribution"],[0,3,1,"","flag_content_uri"],[0,3,1,"","google_maps_uri"],[0,3,1,"","relative_publish_time_description"],[0,3,1,"","review"],[0,3,1,"","review_id"],[0,3,1,"","title"]],"genai.types.GroundingChunkMapsRoute":[[0,6,1,"","distance_meters"],[0,6,1,"","duration"],[0,6,1,"","encoded_polyline"]],"genai.types.GroundingChunkMapsRouteDict":[[0,3,1,"","distance_meters"],[0,3,1,"","duration"],[0,3,1,"","encoded_polyline"]],"genai.types.GroundingChunkRetrievedContext":[[0,6,1,"","custom_metadata"],[0,6,1,"","document_name"],[0,6,1,"","file_search_store"],[0,6,1,"","media_id"],[0,6,1,"","page_number"],[0,6,1,"","rag_chunk"],[0,6,1,"","text"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.GroundingChunkRetrievedContextDict":[[0,3,1,"","custom_metadata"],[0,3,1,"","document_name"],[0,3,1,"","file_search_store"],[0,3,1,"","media_id"],[0,3,1,"","page_number"],[0,3,1,"","rag_chunk"],[0,3,1,"","text"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.GroundingChunkStringList":[[0,6,1,"","values"]],"genai.types.GroundingChunkWeb":[[0,6,1,"","domain"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.GroundingChunkWebDict":[[0,3,1,"","domain"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.GroundingMetadata":[[0,6,1,"","google_maps_widget_context_token"],[0,6,1,"","grounding_chunks"],[0,6,1,"","grounding_supports"],[0,6,1,"","image_search_queries"],[0,6,1,"","retrieval_metadata"],[0,6,1,"","retrieval_queries"],[0,6,1,"","search_entry_point"],[0,6,1,"","source_flagging_uris"],[0,6,1,"","web_search_queries"]],"genai.types.GroundingMetadataDict":[[0,3,1,"","google_maps_widget_context_token"],[0,3,1,"","grounding_chunks"],[0,3,1,"","grounding_supports"],[0,3,1,"","image_search_queries"],[0,3,1,"","retrieval_metadata"],[0,3,1,"","retrieval_queries"],[0,3,1,"","search_entry_point"],[0,3,1,"","source_flagging_uris"],[0,3,1,"","web_search_queries"]],"genai.types.GroundingMetadataSourceFlaggingUri":[[0,6,1,"","flag_content_uri"],[0,6,1,"","source_id"]],"genai.types.GroundingMetadataSourceFlaggingUriDict":[[0,3,1,"","flag_content_uri"],[0,3,1,"","source_id"]],"genai.types.GroundingSupport":[[0,6,1,"","confidence_scores"],[0,6,1,"","grounding_chunk_indices"],[0,6,1,"","rendered_parts"],[0,6,1,"","segment"]],"genai.types.GroundingSupportDict":[[0,3,1,"","confidence_scores"],[0,3,1,"","grounding_chunk_indices"],[0,3,1,"","rendered_parts"],[0,3,1,"","segment"]],"genai.types.HarmBlockMethod":[[0,3,1,"","HARM_BLOCK_METHOD_UNSPECIFIED"],[0,3,1,"","PROBABILITY"],[0,3,1,"","SEVERITY"]],"genai.types.HarmBlockThreshold":[[0,3,1,"","BLOCK_LOW_AND_ABOVE"],[0,3,1,"","BLOCK_MEDIUM_AND_ABOVE"],[0,3,1,"","BLOCK_NONE"],[0,3,1,"","BLOCK_ONLY_HIGH"],[0,3,1,"","HARM_BLOCK_THRESHOLD_UNSPECIFIED"],[0,3,1,"","OFF"]],"genai.types.HarmCategory":[[0,3,1,"","HARM_CATEGORY_CIVIC_INTEGRITY"],[0,3,1,"","HARM_CATEGORY_DANGEROUS_CONTENT"],[0,3,1,"","HARM_CATEGORY_HARASSMENT"],[0,3,1,"","HARM_CATEGORY_HATE_SPEECH"],[0,3,1,"","HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT"],[0,3,1,"","HARM_CATEGORY_IMAGE_HARASSMENT"],[0,3,1,"","HARM_CATEGORY_IMAGE_HATE"],[0,3,1,"","HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT"],[0,3,1,"","HARM_CATEGORY_JAILBREAK"],[0,3,1,"","HARM_CATEGORY_SEXUALLY_EXPLICIT"],[0,3,1,"","HARM_CATEGORY_UNSPECIFIED"]],"genai.types.HarmProbability":[[0,3,1,"","HARM_PROBABILITY_UNSPECIFIED"],[0,3,1,"","HIGH"],[0,3,1,"","LOW"],[0,3,1,"","MEDIUM"],[0,3,1,"","NEGLIGIBLE"]],"genai.types.HarmSeverity":[[0,3,1,"","HARM_SEVERITY_HIGH"],[0,3,1,"","HARM_SEVERITY_LOW"],[0,3,1,"","HARM_SEVERITY_MEDIUM"],[0,3,1,"","HARM_SEVERITY_NEGLIGIBLE"],[0,3,1,"","HARM_SEVERITY_UNSPECIFIED"]],"genai.types.HistoryConfig":[[0,6,1,"","initial_history_in_client_content"]],"genai.types.HistoryConfigDict":[[0,3,1,"","initial_history_in_client_content"]],"genai.types.HttpElementLocation":[[0,3,1,"","HTTP_IN_BODY"],[0,3,1,"","HTTP_IN_COOKIE"],[0,3,1,"","HTTP_IN_HEADER"],[0,3,1,"","HTTP_IN_PATH"],[0,3,1,"","HTTP_IN_QUERY"],[0,3,1,"","HTTP_IN_UNSPECIFIED"]],"genai.types.HttpOptions":[[0,6,1,"","aiohttp_client"],[0,6,1,"","api_version"],[0,6,1,"","async_client_args"],[0,6,1,"","base_url"],[0,6,1,"","base_url_resource_scope"],[0,6,1,"","client_args"],[0,6,1,"","extra_body"],[0,6,1,"","headers"],[0,6,1,"","httpx_async_client"],[0,6,1,"","httpx_client"],[0,6,1,"","retry_options"],[0,6,1,"","timeout"]],"genai.types.HttpOptionsDict":[[0,3,1,"","api_version"],[0,3,1,"","async_client_args"],[0,3,1,"","base_url"],[0,3,1,"","base_url_resource_scope"],[0,3,1,"","client_args"],[0,3,1,"","extra_body"],[0,3,1,"","headers"],[0,3,1,"","retry_options"],[0,3,1,"","timeout"]],"genai.types.HttpResponse":[[0,6,1,"","body"],[0,6,1,"","headers"]],"genai.types.HttpResponseDict":[[0,3,1,"","body"],[0,3,1,"","headers"]],"genai.types.HttpRetryOptions":[[0,6,1,"","attempts"],[0,6,1,"","exp_base"],[0,6,1,"","http_status_codes"],[0,6,1,"","initial_delay"],[0,6,1,"","jitter"],[0,6,1,"","max_delay"]],"genai.types.HttpRetryOptionsDict":[[0,3,1,"","attempts"],[0,3,1,"","exp_base"],[0,3,1,"","http_status_codes"],[0,3,1,"","initial_delay"],[0,3,1,"","jitter"],[0,3,1,"","max_delay"]],"genai.types.Image":[[0,1,1,"","from_file"],[0,6,1,"","gcs_uri"],[0,6,1,"","image_bytes"],[0,6,1,"","mime_type"],[0,1,1,"","model_post_init"],[0,1,1,"","save"],[0,1,1,"","show"]],"genai.types.ImageConfig":[[0,6,1,"","aspect_ratio"],[0,6,1,"","image_output_options"],[0,6,1,"","image_size"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","prominent_people"]],"genai.types.ImageConfigDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","image_output_options"],[0,3,1,"","image_size"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","prominent_people"]],"genai.types.ImageConfigImageOutputOptions":[[0,6,1,"","compression_quality"],[0,6,1,"","mime_type"]],"genai.types.ImageConfigImageOutputOptionsDict":[[0,3,1,"","compression_quality"],[0,3,1,"","mime_type"]],"genai.types.ImageDict":[[0,3,1,"","gcs_uri"],[0,3,1,"","image_bytes"],[0,3,1,"","mime_type"]],"genai.types.ImagePromptLanguage":[[0,3,1,"","auto"],[0,3,1,"","en"],[0,3,1,"","es"],[0,3,1,"","hi"],[0,3,1,"","ja"],[0,3,1,"","ko"],[0,3,1,"","pt"],[0,3,1,"","zh"]],"genai.types.ImageResizeMode":[[0,3,1,"","CROP"],[0,3,1,"","PAD"]],"genai.types.ImageResponseFormat":[[0,6,1,"","aspect_ratio"],[0,6,1,"","delivery"],[0,6,1,"","image_size"],[0,6,1,"","mime_type"]],"genai.types.ImageResponseFormatDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","delivery"],[0,3,1,"","image_size"],[0,3,1,"","mime_type"]],"genai.types.ImageSize":[[0,3,1,"","IMAGE_SIZE_FIVE_TWELVE"],[0,3,1,"","IMAGE_SIZE_FOUR_K"],[0,3,1,"","IMAGE_SIZE_ONE_K"],[0,3,1,"","IMAGE_SIZE_TWO_K"],[0,3,1,"","IMAGE_SIZE_UNSPECIFIED"]],"genai.types.ImportFileConfig":[[0,6,1,"","chunking_config"],[0,6,1,"","custom_metadata"],[0,6,1,"","http_options"]],"genai.types.ImportFileConfigDict":[[0,3,1,"","chunking_config"],[0,3,1,"","custom_metadata"],[0,3,1,"","http_options"]],"genai.types.ImportFileOperation":[[0,1,1,"","from_api_response"],[0,6,1,"","response"]],"genai.types.ImportFileResponse":[[0,6,1,"","document_name"],[0,6,1,"","parent"],[0,6,1,"","sdk_http_response"]],"genai.types.ImportFileResponseDict":[[0,3,1,"","document_name"],[0,3,1,"","parent"],[0,3,1,"","sdk_http_response"]],"genai.types.InlinedEmbedContentResponse":[[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","response"]],"genai.types.InlinedEmbedContentResponseDict":[[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","response"]],"genai.types.InlinedRequest":[[0,6,1,"","config"],[0,6,1,"","contents"],[0,6,1,"","metadata"],[0,6,1,"","model"]],"genai.types.InlinedRequestDict":[[0,3,1,"","config"],[0,3,1,"","contents"],[0,3,1,"","metadata"],[0,3,1,"","model"]],"genai.types.InlinedResponse":[[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","response"]],"genai.types.InlinedResponseDict":[[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","response"]],"genai.types.InteractionStatus":[[0,3,1,"","IDLE"],[0,3,1,"","INTERACTION_STATUS_UNSPECIFIED"],[0,3,1,"","IN_PROGRESS"],[0,3,1,"","REQUIRES_ACTION"]],"genai.types.Interval":[[0,6,1,"","end_time"],[0,6,1,"","start_time"]],"genai.types.IntervalDict":[[0,3,1,"","end_time"],[0,3,1,"","start_time"]],"genai.types.JSONSchema":[[0,6,1,"","additional_properties"],[0,6,1,"","any_of"],[0,6,1,"","default"],[0,6,1,"","defs"],[0,6,1,"","description"],[0,6,1,"","enum"],[0,6,1,"","format"],[0,6,1,"","items"],[0,6,1,"","max_items"],[0,6,1,"","max_length"],[0,6,1,"","max_properties"],[0,6,1,"","maximum"],[0,6,1,"","min_items"],[0,6,1,"","min_length"],[0,6,1,"","min_properties"],[0,6,1,"","minimum"],[0,6,1,"","one_of"],[0,6,1,"","pattern"],[0,6,1,"","properties"],[0,6,1,"","ref"],[0,6,1,"","required"],[0,6,1,"","title"],[0,6,1,"","type"],[0,6,1,"","unique_items"]],"genai.types.JSONSchemaType":[[0,3,1,"","ARRAY"],[0,3,1,"","BOOLEAN"],[0,3,1,"","INTEGER"],[0,3,1,"","NULL"],[0,3,1,"","NUMBER"],[0,3,1,"","OBJECT"],[0,3,1,"","STRING"]],"genai.types.JobError":[[0,6,1,"","code"],[0,6,1,"","details"],[0,6,1,"","message"]],"genai.types.JobErrorDict":[[0,3,1,"","code"],[0,3,1,"","details"],[0,3,1,"","message"]],"genai.types.JobState":[[0,3,1,"","JOB_STATE_CANCELLED"],[0,3,1,"","JOB_STATE_CANCELLING"],[0,3,1,"","JOB_STATE_EXPIRED"],[0,3,1,"","JOB_STATE_FAILED"],[0,3,1,"","JOB_STATE_PARTIALLY_SUCCEEDED"],[0,3,1,"","JOB_STATE_PAUSED"],[0,3,1,"","JOB_STATE_PENDING"],[0,3,1,"","JOB_STATE_QUEUED"],[0,3,1,"","JOB_STATE_RUNNING"],[0,3,1,"","JOB_STATE_SUCCEEDED"],[0,3,1,"","JOB_STATE_UNSPECIFIED"],[0,3,1,"","JOB_STATE_UPDATING"]],"genai.types.LLMBasedMetricSpec":[[0,6,1,"","additional_config"],[0,6,1,"","judge_autorater_config"],[0,6,1,"","metric_prompt_template"],[0,6,1,"","predefined_rubric_generation_spec"],[0,6,1,"","result_parser_config"],[0,6,1,"","rubric_generation_spec"],[0,6,1,"","rubric_group_key"],[0,6,1,"","system_instruction"]],"genai.types.LLMBasedMetricSpecDict":[[0,3,1,"","additional_config"],[0,3,1,"","judge_autorater_config"],[0,3,1,"","metric_prompt_template"],[0,3,1,"","predefined_rubric_generation_spec"],[0,3,1,"","result_parser_config"],[0,3,1,"","rubric_generation_spec"],[0,3,1,"","rubric_group_key"],[0,3,1,"","system_instruction"]],"genai.types.Language":[[0,3,1,"","LANGUAGE_UNSPECIFIED"],[0,3,1,"","PYTHON"]],"genai.types.LanguageHints":[[0,6,1,"","language_codes"]],"genai.types.LanguageHintsDict":[[0,3,1,"","language_codes"]],"genai.types.LatLng":[[0,6,1,"","latitude"],[0,6,1,"","longitude"]],"genai.types.LatLngDict":[[0,3,1,"","latitude"],[0,3,1,"","longitude"]],"genai.types.ListBatchJobsConfig":[[0,6,1,"","filter"],[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListBatchJobsConfigDict":[[0,3,1,"","filter"],[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListBatchJobsResponse":[[0,6,1,"","batch_jobs"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListBatchJobsResponseDict":[[0,3,1,"","batch_jobs"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListCachedContentsConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListCachedContentsConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListCachedContentsResponse":[[0,6,1,"","cached_contents"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListCachedContentsResponseDict":[[0,3,1,"","cached_contents"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListDocumentsConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListDocumentsConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListDocumentsResponse":[[0,6,1,"","documents"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListDocumentsResponseDict":[[0,3,1,"","documents"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListFileSearchStoresConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListFileSearchStoresConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListFileSearchStoresResponse":[[0,6,1,"","file_search_stores"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListFileSearchStoresResponseDict":[[0,3,1,"","file_search_stores"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListFilesConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListFilesConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListFilesResponse":[[0,6,1,"","files"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListFilesResponseDict":[[0,3,1,"","files"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListModelsConfig":[[0,6,1,"","filter"],[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"],[0,6,1,"","query_base"]],"genai.types.ListModelsConfigDict":[[0,3,1,"","filter"],[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"],[0,3,1,"","query_base"]],"genai.types.ListModelsResponse":[[0,6,1,"","models"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListModelsResponseDict":[[0,3,1,"","models"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListTuningJobsConfig":[[0,6,1,"","filter"],[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListTuningJobsConfigDict":[[0,3,1,"","filter"],[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListTuningJobsResponse":[[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"],[0,6,1,"","tuning_jobs"]],"genai.types.ListTuningJobsResponseDict":[[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"],[0,3,1,"","tuning_jobs"]],"genai.types.LiveClientContent":[[0,6,1,"","turn_complete"],[0,6,1,"","turns"]],"genai.types.LiveClientContentDict":[[0,3,1,"","turn_complete"],[0,3,1,"","turns"]],"genai.types.LiveClientMessage":[[0,6,1,"","client_content"],[0,6,1,"","realtime_input"],[0,6,1,"","setup"],[0,6,1,"","tool_response"]],"genai.types.LiveClientMessageDict":[[0,3,1,"","client_content"],[0,3,1,"","realtime_input"],[0,3,1,"","setup"],[0,3,1,"","tool_response"]],"genai.types.LiveClientRealtimeInput":[[0,6,1,"","activity_end"],[0,6,1,"","activity_start"],[0,6,1,"","audio"],[0,6,1,"","audio_stream_end"],[0,6,1,"","media_chunks"],[0,6,1,"","text"],[0,6,1,"","video"]],"genai.types.LiveClientRealtimeInputDict":[[0,3,1,"","activity_end"],[0,3,1,"","activity_start"],[0,3,1,"","audio"],[0,3,1,"","audio_stream_end"],[0,3,1,"","media_chunks"],[0,3,1,"","text"],[0,3,1,"","video"]],"genai.types.LiveClientSetup":[[0,6,1,"","avatar_config"],[0,6,1,"","context_window_compression"],[0,6,1,"","explicit_vad_signal"],[0,6,1,"","generation_config"],[0,6,1,"","history_config"],[0,6,1,"","input_audio_transcription"],[0,6,1,"","model"],[0,6,1,"","output_audio_transcription"],[0,6,1,"","proactivity"],[0,6,1,"","safety_settings"],[0,6,1,"","session_resumption"],[0,6,1,"","system_instruction"],[0,6,1,"","tools"]],"genai.types.LiveClientSetupDict":[[0,3,1,"","avatar_config"],[0,3,1,"","context_window_compression"],[0,3,1,"","explicit_vad_signal"],[0,3,1,"","generation_config"],[0,3,1,"","history_config"],[0,3,1,"","input_audio_transcription"],[0,3,1,"","model"],[0,3,1,"","output_audio_transcription"],[0,3,1,"","proactivity"],[0,3,1,"","safety_settings"],[0,3,1,"","session_resumption"],[0,3,1,"","system_instruction"],[0,3,1,"","tools"]],"genai.types.LiveClientToolResponse":[[0,6,1,"","function_responses"]],"genai.types.LiveClientToolResponseDict":[[0,3,1,"","function_responses"]],"genai.types.LiveConnectConfig":[[0,6,1,"","avatar_config"],[0,6,1,"","context_window_compression"],[0,6,1,"","enable_affective_dialog"],[0,6,1,"","explicit_vad_signal"],[0,6,1,"","generation_config"],[0,6,1,"","history_config"],[0,6,1,"","http_options"],[0,6,1,"","input_audio_transcription"],[0,6,1,"","max_output_tokens"],[0,6,1,"","media_resolution"],[0,6,1,"","output_audio_transcription"],[0,6,1,"","proactivity"],[0,6,1,"","realtime_input_config"],[0,6,1,"","response_modalities"],[0,6,1,"","safety_settings"],[0,6,1,"","seed"],[0,6,1,"","session_resumption"],[0,6,1,"","speech_config"],[0,6,1,"","system_instruction"],[0,6,1,"","temperature"],[0,6,1,"","thinking_config"],[0,6,1,"","tools"],[0,6,1,"","top_k"],[0,6,1,"","top_p"],[0,6,1,"","translation_config"]],"genai.types.LiveConnectConfigDict":[[0,3,1,"","avatar_config"],[0,3,1,"","context_window_compression"],[0,3,1,"","enable_affective_dialog"],[0,3,1,"","explicit_vad_signal"],[0,3,1,"","generation_config"],[0,3,1,"","history_config"],[0,3,1,"","http_options"],[0,3,1,"","input_audio_transcription"],[0,3,1,"","max_output_tokens"],[0,3,1,"","media_resolution"],[0,3,1,"","output_audio_transcription"],[0,3,1,"","proactivity"],[0,3,1,"","realtime_input_config"],[0,3,1,"","response_modalities"],[0,3,1,"","safety_settings"],[0,3,1,"","seed"],[0,3,1,"","session_resumption"],[0,3,1,"","speech_config"],[0,3,1,"","system_instruction"],[0,3,1,"","temperature"],[0,3,1,"","thinking_config"],[0,3,1,"","tools"],[0,3,1,"","top_k"],[0,3,1,"","top_p"],[0,3,1,"","translation_config"]],"genai.types.LiveConnectConstraints":[[0,6,1,"","config"],[0,6,1,"","model"]],"genai.types.LiveConnectConstraintsDict":[[0,3,1,"","config"],[0,3,1,"","model"]],"genai.types.LiveConnectParameters":[[0,6,1,"","config"],[0,6,1,"","model"]],"genai.types.LiveConnectParametersDict":[[0,3,1,"","config"],[0,3,1,"","model"]],"genai.types.LiveMusicClientContent":[[0,6,1,"","weighted_prompts"]],"genai.types.LiveMusicClientContentDict":[[0,3,1,"","weighted_prompts"]],"genai.types.LiveMusicClientMessage":[[0,6,1,"","client_content"],[0,6,1,"","music_generation_config"],[0,6,1,"","playback_control"],[0,6,1,"","setup"]],"genai.types.LiveMusicClientMessageDict":[[0,3,1,"","client_content"],[0,3,1,"","music_generation_config"],[0,3,1,"","playback_control"],[0,3,1,"","setup"]],"genai.types.LiveMusicClientSetup":[[0,6,1,"","model"]],"genai.types.LiveMusicClientSetupDict":[[0,3,1,"","model"]],"genai.types.LiveMusicConnectParameters":[[0,6,1,"","model"]],"genai.types.LiveMusicConnectParametersDict":[[0,3,1,"","model"]],"genai.types.LiveMusicFilteredPrompt":[[0,6,1,"","filtered_reason"],[0,6,1,"","text"]],"genai.types.LiveMusicFilteredPromptDict":[[0,3,1,"","filtered_reason"],[0,3,1,"","text"]],"genai.types.LiveMusicGenerationConfig":[[0,6,1,"","bpm"],[0,6,1,"","brightness"],[0,6,1,"","density"],[0,6,1,"","guidance"],[0,6,1,"","music_generation_mode"],[0,6,1,"","mute_bass"],[0,6,1,"","mute_drums"],[0,6,1,"","only_bass_and_drums"],[0,6,1,"","scale"],[0,6,1,"","seed"],[0,6,1,"","temperature"],[0,6,1,"","top_k"]],"genai.types.LiveMusicGenerationConfigDict":[[0,3,1,"","bpm"],[0,3,1,"","brightness"],[0,3,1,"","density"],[0,3,1,"","guidance"],[0,3,1,"","music_generation_mode"],[0,3,1,"","mute_bass"],[0,3,1,"","mute_drums"],[0,3,1,"","only_bass_and_drums"],[0,3,1,"","scale"],[0,3,1,"","seed"],[0,3,1,"","temperature"],[0,3,1,"","top_k"]],"genai.types.LiveMusicPlaybackControl":[[0,3,1,"","PAUSE"],[0,3,1,"","PLAY"],[0,3,1,"","PLAYBACK_CONTROL_UNSPECIFIED"],[0,3,1,"","RESET_CONTEXT"],[0,3,1,"","STOP"]],"genai.types.LiveMusicServerContent":[[0,6,1,"","audio_chunks"]],"genai.types.LiveMusicServerContentDict":[[0,3,1,"","audio_chunks"]],"genai.types.LiveMusicServerMessage":[[0,6,1,"","filtered_prompt"],[0,6,1,"","server_content"],[0,6,1,"","setup_complete"]],"genai.types.LiveMusicServerMessageDict":[[0,3,1,"","filtered_prompt"],[0,3,1,"","server_content"],[0,3,1,"","setup_complete"]],"genai.types.LiveMusicSetConfigParameters":[[0,6,1,"","music_generation_config"]],"genai.types.LiveMusicSetConfigParametersDict":[[0,3,1,"","music_generation_config"]],"genai.types.LiveMusicSetWeightedPromptsParameters":[[0,6,1,"","weighted_prompts"]],"genai.types.LiveMusicSetWeightedPromptsParametersDict":[[0,3,1,"","weighted_prompts"]],"genai.types.LiveMusicSourceMetadata":[[0,6,1,"","client_content"],[0,6,1,"","music_generation_config"]],"genai.types.LiveMusicSourceMetadataDict":[[0,3,1,"","client_content"],[0,3,1,"","music_generation_config"]],"genai.types.LiveSendRealtimeInputParameters":[[0,6,1,"","activity_end"],[0,6,1,"","activity_start"],[0,6,1,"","audio"],[0,6,1,"","audio_stream_end"],[0,6,1,"","media"],[0,6,1,"","text"],[0,6,1,"","video"]],"genai.types.LiveSendRealtimeInputParametersDict":[[0,3,1,"","activity_end"],[0,3,1,"","activity_start"],[0,3,1,"","audio"],[0,3,1,"","audio_stream_end"],[0,3,1,"","media"],[0,3,1,"","text"],[0,3,1,"","video"]],"genai.types.LiveServerContent":[[0,6,1,"","generation_complete"],[0,6,1,"","grounding_metadata"],[0,6,1,"","input_transcription"],[0,6,1,"","interaction_status"],[0,6,1,"","interim_input_transcription"],[0,6,1,"","interrupted"],[0,6,1,"","model_turn"],[0,6,1,"","output_transcription"],[0,6,1,"","turn_complete"],[0,6,1,"","turn_complete_reason"],[0,6,1,"","url_context_metadata"],[0,6,1,"","waiting_for_input"]],"genai.types.LiveServerContentDict":[[0,3,1,"","generation_complete"],[0,3,1,"","grounding_metadata"],[0,3,1,"","input_transcription"],[0,3,1,"","interaction_status"],[0,3,1,"","interim_input_transcription"],[0,3,1,"","interrupted"],[0,3,1,"","model_turn"],[0,3,1,"","output_transcription"],[0,3,1,"","turn_complete"],[0,3,1,"","turn_complete_reason"],[0,3,1,"","url_context_metadata"],[0,3,1,"","waiting_for_input"]],"genai.types.LiveServerGoAway":[[0,6,1,"","time_left"]],"genai.types.LiveServerGoAwayDict":[[0,3,1,"","time_left"]],"genai.types.LiveServerMessage":[[0,2,1,"","data"],[0,6,1,"","go_away"],[0,6,1,"","server_content"],[0,6,1,"","session_resumption_update"],[0,6,1,"","setup_complete"],[0,2,1,"","text"],[0,6,1,"","tool_call"],[0,6,1,"","tool_call_cancellation"],[0,6,1,"","usage_metadata"],[0,6,1,"","voice_activity"],[0,6,1,"","voice_activity_detection_signal"]],"genai.types.LiveServerMessageDict":[[0,3,1,"","go_away"],[0,3,1,"","server_content"],[0,3,1,"","session_resumption_update"],[0,3,1,"","setup_complete"],[0,3,1,"","tool_call"],[0,3,1,"","tool_call_cancellation"],[0,3,1,"","usage_metadata"],[0,3,1,"","voice_activity"],[0,3,1,"","voice_activity_detection_signal"]],"genai.types.LiveServerSessionResumptionUpdate":[[0,6,1,"","last_consumed_client_message_index"],[0,6,1,"","new_handle"],[0,6,1,"","resumable"]],"genai.types.LiveServerSessionResumptionUpdateDict":[[0,3,1,"","last_consumed_client_message_index"],[0,3,1,"","new_handle"],[0,3,1,"","resumable"]],"genai.types.LiveServerSetupComplete":[[0,6,1,"","session_id"],[0,6,1,"","voice_consent_signature"]],"genai.types.LiveServerSetupCompleteDict":[[0,3,1,"","session_id"],[0,3,1,"","voice_consent_signature"]],"genai.types.LiveServerToolCall":[[0,6,1,"","function_calls"]],"genai.types.LiveServerToolCallCancellation":[[0,6,1,"","ids"]],"genai.types.LiveServerToolCallCancellationDict":[[0,3,1,"","ids"]],"genai.types.LiveServerToolCallDict":[[0,3,1,"","function_calls"]],"genai.types.LogprobsResult":[[0,6,1,"","chosen_candidates"],[0,6,1,"","log_probability_sum"],[0,6,1,"","top_candidates"]],"genai.types.LogprobsResultCandidate":[[0,6,1,"","log_probability"],[0,6,1,"","token"],[0,6,1,"","token_id"]],"genai.types.LogprobsResultCandidateDict":[[0,3,1,"","log_probability"],[0,3,1,"","token"],[0,3,1,"","token_id"]],"genai.types.LogprobsResultDict":[[0,3,1,"","chosen_candidates"],[0,3,1,"","log_probability_sum"],[0,3,1,"","top_candidates"]],"genai.types.LogprobsResultTopCandidates":[[0,6,1,"","candidates"]],"genai.types.LogprobsResultTopCandidatesDict":[[0,3,1,"","candidates"]],"genai.types.MaskReferenceConfig":[[0,6,1,"","mask_dilation"],[0,6,1,"","mask_mode"],[0,6,1,"","segmentation_classes"]],"genai.types.MaskReferenceConfigDict":[[0,3,1,"","mask_dilation"],[0,3,1,"","mask_mode"],[0,3,1,"","segmentation_classes"]],"genai.types.MaskReferenceImage":[[0,6,1,"","config"],[0,6,1,"","mask_image_config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.MaskReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.MaskReferenceMode":[[0,3,1,"","MASK_MODE_BACKGROUND"],[0,3,1,"","MASK_MODE_DEFAULT"],[0,3,1,"","MASK_MODE_FOREGROUND"],[0,3,1,"","MASK_MODE_SEMANTIC"],[0,3,1,"","MASK_MODE_USER_PROVIDED"]],"genai.types.MatchOperation":[[0,3,1,"","EXACT_MATCH"],[0,3,1,"","MATCH_OPERATION_UNSPECIFIED"],[0,3,1,"","PARTIAL_MATCH"],[0,3,1,"","REGEX_CONTAINS"]],"genai.types.McpServer":[[0,6,1,"","name"],[0,6,1,"","streamable_http_transport"]],"genai.types.McpServerDict":[[0,3,1,"","name"],[0,3,1,"","streamable_http_transport"]],"genai.types.MediaModality":[[0,3,1,"","AUDIO"],[0,3,1,"","DOCUMENT"],[0,3,1,"","IMAGE"],[0,3,1,"","MODALITY_UNSPECIFIED"],[0,3,1,"","TEXT"],[0,3,1,"","VIDEO"]],"genai.types.MediaProcessing":[[0,3,1,"","AGENTIC"],[0,3,1,"","MEDIA_PROCESSING_UNSPECIFIED"],[0,3,1,"","STATIC"]],"genai.types.MediaResolution":[[0,3,1,"","MEDIA_RESOLUTION_HIGH"],[0,3,1,"","MEDIA_RESOLUTION_LOW"],[0,3,1,"","MEDIA_RESOLUTION_MEDIUM"],[0,3,1,"","MEDIA_RESOLUTION_UNSPECIFIED"]],"genai.types.Metric":[[0,6,1,"","aggregate_summary_fn"],[0,6,1,"","custom_function"],[0,6,1,"","judge_model_system_instruction"],[0,1,1,"","model_post_init"],[0,6,1,"","name"],[0,6,1,"","parse_and_reduce_fn"],[0,6,1,"","prompt_template"],[0,6,1,"","return_raw_output"],[0,1,1,"","to_yaml_file"],[0,7,1,"","validate_name"]],"genai.types.MetricDict":[[0,3,1,"","aggregate_summary_fn"],[0,3,1,"","custom_function"],[0,3,1,"","judge_model_system_instruction"],[0,3,1,"","name"],[0,3,1,"","parse_and_reduce_fn"],[0,3,1,"","prompt_template"],[0,3,1,"","return_raw_output"]],"genai.types.Modality":[[0,3,1,"","AUDIO"],[0,3,1,"","IMAGE"],[0,3,1,"","MODALITY_UNSPECIFIED"],[0,3,1,"","TEXT"],[0,3,1,"","VIDEO"]],"genai.types.ModalityTokenCount":[[0,6,1,"","modality"],[0,6,1,"","token_count"]],"genai.types.ModalityTokenCountDict":[[0,3,1,"","modality"],[0,3,1,"","token_count"]],"genai.types.Model":[[0,6,1,"","checkpoints"],[0,6,1,"","default_checkpoint_id"],[0,6,1,"","description"],[0,6,1,"","display_name"],[0,6,1,"","endpoints"],[0,6,1,"","input_token_limit"],[0,6,1,"","labels"],[0,6,1,"","max_temperature"],[0,6,1,"","name"],[0,6,1,"","output_token_limit"],[0,6,1,"","supported_actions"],[0,6,1,"","temperature"],[0,6,1,"","thinking"],[0,6,1,"","top_k"],[0,6,1,"","top_p"],[0,6,1,"","tuned_model_info"],[0,6,1,"","version"]],"genai.types.ModelArmorConfig":[[0,6,1,"","prompt_template_name"],[0,6,1,"","response_template_name"]],"genai.types.ModelArmorConfigDict":[[0,3,1,"","prompt_template_name"],[0,3,1,"","response_template_name"]],"genai.types.ModelContent":[[0,6,1,"","parts"],[0,6,1,"","role"]],"genai.types.ModelDict":[[0,3,1,"","checkpoints"],[0,3,1,"","default_checkpoint_id"],[0,3,1,"","description"],[0,3,1,"","display_name"],[0,3,1,"","endpoints"],[0,3,1,"","input_token_limit"],[0,3,1,"","labels"],[0,3,1,"","max_temperature"],[0,3,1,"","name"],[0,3,1,"","output_token_limit"],[0,3,1,"","supported_actions"],[0,3,1,"","temperature"],[0,3,1,"","thinking"],[0,3,1,"","top_k"],[0,3,1,"","top_p"],[0,3,1,"","tuned_model_info"],[0,3,1,"","version"]],"genai.types.ModelSelectionConfig":[[0,6,1,"","feature_selection_preference"]],"genai.types.ModelSelectionConfigDict":[[0,3,1,"","feature_selection_preference"]],"genai.types.ModelStage":[[0,3,1,"","DEPRECATED"],[0,3,1,"","EXPERIMENTAL"],[0,3,1,"","LEGACY"],[0,3,1,"","MODEL_STAGE_UNSPECIFIED"],[0,3,1,"","PREVIEW"],[0,3,1,"","RETIRED"],[0,3,1,"","STABLE"],[0,3,1,"","UNSTABLE_EXPERIMENTAL"]],"genai.types.ModelStatus":[[0,6,1,"","message"],[0,6,1,"","model_stage"],[0,6,1,"","retirement_time"]],"genai.types.ModelStatusDict":[[0,3,1,"","message"],[0,3,1,"","model_stage"],[0,3,1,"","retirement_time"]],"genai.types.MultiSpeakerVoiceConfig":[[0,6,1,"","speaker_voice_configs"]],"genai.types.MultiSpeakerVoiceConfigDict":[[0,3,1,"","speaker_voice_configs"]],"genai.types.MusicGenerationMode":[[0,3,1,"","DIVERSITY"],[0,3,1,"","MUSIC_GENERATION_MODE_UNSPECIFIED"],[0,3,1,"","QUALITY"],[0,3,1,"","VOCALIZATION"]],"genai.types.Operation":[[0,3,1,"","done"],[0,3,1,"","error"],[0,1,1,"","from_api_response"],[0,3,1,"","metadata"],[0,3,1,"","name"]],"genai.types.Outcome":[[0,3,1,"","OUTCOME_DEADLINE_EXCEEDED"],[0,3,1,"","OUTCOME_FAILED"],[0,3,1,"","OUTCOME_OK"],[0,3,1,"","OUTCOME_UNSPECIFIED"]],"genai.types.OutputConfig":[[0,6,1,"","gcs_destination"]],"genai.types.OutputConfigDict":[[0,3,1,"","gcs_destination"]],"genai.types.OutputInfo":[[0,6,1,"","gcs_output_directory"]],"genai.types.OutputInfoDict":[[0,3,1,"","gcs_output_directory"]],"genai.types.PairwiseChoice":[[0,3,1,"","BASELINE"],[0,3,1,"","CANDIDATE"],[0,3,1,"","PAIRWISE_CHOICE_UNSPECIFIED"],[0,3,1,"","TIE"]],"genai.types.PairwiseMetricResult":[[0,6,1,"","custom_output"],[0,6,1,"","explanation"],[0,6,1,"","pairwise_choice"]],"genai.types.PairwiseMetricResultDict":[[0,3,1,"","custom_output"],[0,3,1,"","explanation"],[0,3,1,"","pairwise_choice"]],"genai.types.PairwiseMetricSpec":[[0,6,1,"","baseline_response_field_name"],[0,6,1,"","candidate_response_field_name"],[0,6,1,"","custom_output_format_config"],[0,6,1,"","metric_prompt_template"],[0,6,1,"","system_instruction"]],"genai.types.PairwiseMetricSpecDict":[[0,3,1,"","baseline_response_field_name"],[0,3,1,"","candidate_response_field_name"],[0,3,1,"","custom_output_format_config"],[0,3,1,"","metric_prompt_template"],[0,3,1,"","system_instruction"]],"genai.types.Part":[[0,1,1,"","as_image"],[0,6,1,"","audio_transcription"],[0,6,1,"","code_execution_result"],[0,6,1,"","executable_code"],[0,6,1,"","file_data"],[0,1,1,"","from_bytes"],[0,1,1,"","from_code_execution_result"],[0,1,1,"","from_executable_code"],[0,1,1,"","from_function_call"],[0,1,1,"","from_function_response"],[0,1,1,"","from_text"],[0,1,1,"","from_uri"],[0,6,1,"","function_call"],[0,6,1,"","function_response"],[0,6,1,"","inline_data"],[0,6,1,"","media_processing"],[0,6,1,"","media_resolution"],[0,6,1,"","part_metadata"],[0,6,1,"","text"],[0,6,1,"","thought"],[0,6,1,"","thought_signature"],[0,6,1,"","tool_call"],[0,6,1,"","tool_response"],[0,6,1,"","video_metadata"]],"genai.types.PartDict":[[0,3,1,"","audio_transcription"],[0,3,1,"","code_execution_result"],[0,3,1,"","executable_code"],[0,3,1,"","file_data"],[0,3,1,"","function_call"],[0,3,1,"","function_response"],[0,3,1,"","inline_data"],[0,3,1,"","media_processing"],[0,3,1,"","media_resolution"],[0,3,1,"","part_metadata"],[0,3,1,"","text"],[0,3,1,"","thought"],[0,3,1,"","thought_signature"],[0,3,1,"","tool_call"],[0,3,1,"","tool_response"],[0,3,1,"","video_metadata"]],"genai.types.PartMediaResolution":[[0,6,1,"","level"],[0,6,1,"","num_tokens"]],"genai.types.PartMediaResolutionDict":[[0,3,1,"","level"],[0,3,1,"","num_tokens"]],"genai.types.PartMediaResolutionLevel":[[0,3,1,"","MEDIA_RESOLUTION_HIGH"],[0,3,1,"","MEDIA_RESOLUTION_LOW"],[0,3,1,"","MEDIA_RESOLUTION_MEDIUM"],[0,3,1,"","MEDIA_RESOLUTION_ULTRA_HIGH"],[0,3,1,"","MEDIA_RESOLUTION_UNSPECIFIED"]],"genai.types.PartialArg":[[0,6,1,"","bool_value"],[0,6,1,"","json_path"],[0,6,1,"","null_value"],[0,6,1,"","number_value"],[0,6,1,"","string_value"],[0,6,1,"","will_continue"]],"genai.types.PartialArgDict":[[0,3,1,"","bool_value"],[0,3,1,"","json_path"],[0,3,1,"","null_value"],[0,3,1,"","number_value"],[0,3,1,"","string_value"],[0,3,1,"","will_continue"]],"genai.types.PartnerModelTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.PartnerModelTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.PersonGeneration":[[0,3,1,"","ALLOW_ADULT"],[0,3,1,"","ALLOW_ALL"],[0,3,1,"","DONT_ALLOW"]],"genai.types.PhishBlockThreshold":[[0,3,1,"","BLOCK_HIGHER_AND_ABOVE"],[0,3,1,"","BLOCK_HIGH_AND_ABOVE"],[0,3,1,"","BLOCK_LOW_AND_ABOVE"],[0,3,1,"","BLOCK_MEDIUM_AND_ABOVE"],[0,3,1,"","BLOCK_ONLY_EXTREMELY_HIGH"],[0,3,1,"","BLOCK_VERY_HIGH_AND_ABOVE"],[0,3,1,"","PHISH_BLOCK_THRESHOLD_UNSPECIFIED"]],"genai.types.PointwiseMetricResult":[[0,6,1,"","custom_output"],[0,6,1,"","explanation"],[0,6,1,"","score"]],"genai.types.PointwiseMetricResultDict":[[0,3,1,"","custom_output"],[0,3,1,"","explanation"],[0,3,1,"","score"]],"genai.types.PointwiseMetricSpec":[[0,6,1,"","custom_output_format_config"],[0,6,1,"","metric_prompt_template"],[0,6,1,"","system_instruction"]],"genai.types.PointwiseMetricSpecDict":[[0,3,1,"","custom_output_format_config"],[0,3,1,"","metric_prompt_template"],[0,3,1,"","system_instruction"]],"genai.types.PreTunedModel":[[0,6,1,"","base_model"],[0,6,1,"","checkpoint_id"],[0,6,1,"","tuned_model_name"]],"genai.types.PreTunedModelDict":[[0,3,1,"","base_model"],[0,3,1,"","checkpoint_id"],[0,3,1,"","tuned_model_name"]],"genai.types.PrebuiltVoiceConfig":[[0,6,1,"","voice_name"]],"genai.types.PrebuiltVoiceConfigDict":[[0,3,1,"","voice_name"]],"genai.types.PredefinedMetricSpec":[[0,6,1,"","metric_spec_name"],[0,6,1,"","metric_spec_parameters"]],"genai.types.PredefinedMetricSpecDict":[[0,3,1,"","metric_spec_name"],[0,3,1,"","metric_spec_parameters"]],"genai.types.PreferenceOptimizationDataStats":[[0,6,1,"","dropped_example_indices"],[0,6,1,"","dropped_example_reasons"],[0,6,1,"","score_variance_per_example_distribution"],[0,6,1,"","scores_distribution"],[0,6,1,"","total_billable_token_count"],[0,6,1,"","tuning_dataset_example_count"],[0,6,1,"","tuning_step_count"],[0,6,1,"","user_dataset_examples"],[0,6,1,"","user_input_token_distribution"],[0,6,1,"","user_output_token_distribution"]],"genai.types.PreferenceOptimizationDataStatsDict":[[0,3,1,"","dropped_example_indices"],[0,3,1,"","dropped_example_reasons"],[0,3,1,"","score_variance_per_example_distribution"],[0,3,1,"","scores_distribution"],[0,3,1,"","total_billable_token_count"],[0,3,1,"","tuning_dataset_example_count"],[0,3,1,"","tuning_step_count"],[0,3,1,"","user_dataset_examples"],[0,3,1,"","user_input_token_distribution"],[0,3,1,"","user_output_token_distribution"]],"genai.types.PreferenceOptimizationHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","beta"],[0,6,1,"","epoch_count"],[0,6,1,"","learning_rate_multiplier"]],"genai.types.PreferenceOptimizationHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","beta"],[0,3,1,"","epoch_count"],[0,3,1,"","learning_rate_multiplier"]],"genai.types.PreferenceOptimizationSpec":[[0,6,1,"","export_last_checkpoint_only"],[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.PreferenceOptimizationSpecDict":[[0,3,1,"","export_last_checkpoint_only"],[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.ProactivityConfig":[[0,6,1,"","proactive_audio"]],"genai.types.ProactivityConfigDict":[[0,3,1,"","proactive_audio"]],"genai.types.ProductImage":[[0,6,1,"","product_image"]],"genai.types.ProductImageDict":[[0,3,1,"","product_image"]],"genai.types.ProjectOperation":[[0,6,1,"","done"],[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","name"]],"genai.types.ProjectOperationDict":[[0,3,1,"","done"],[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","name"]],"genai.types.ProminentPeople":[[0,3,1,"","ALLOW_PROMINENT_PEOPLE"],[0,3,1,"","BLOCK_PROMINENT_PEOPLE"],[0,3,1,"","PROMINENT_PEOPLE_UNSPECIFIED"]],"genai.types.RagChunk":[[0,6,1,"","chunk_id"],[0,6,1,"","file_id"],[0,6,1,"","page_span"],[0,6,1,"","text"]],"genai.types.RagChunkDict":[[0,3,1,"","chunk_id"],[0,3,1,"","file_id"],[0,3,1,"","page_span"],[0,3,1,"","text"]],"genai.types.RagChunkPageSpan":[[0,6,1,"","first_page"],[0,6,1,"","last_page"]],"genai.types.RagChunkPageSpanDict":[[0,3,1,"","first_page"],[0,3,1,"","last_page"]],"genai.types.RagRetrievalConfig":[[0,6,1,"","filter"],[0,6,1,"","hybrid_search"],[0,6,1,"","ranking"],[0,6,1,"","top_k"]],"genai.types.RagRetrievalConfigDict":[[0,3,1,"","filter"],[0,3,1,"","hybrid_search"],[0,3,1,"","ranking"],[0,3,1,"","top_k"]],"genai.types.RagRetrievalConfigFilter":[[0,6,1,"","metadata_filter"],[0,6,1,"","vector_distance_threshold"],[0,6,1,"","vector_similarity_threshold"]],"genai.types.RagRetrievalConfigFilterDict":[[0,3,1,"","metadata_filter"],[0,3,1,"","vector_distance_threshold"],[0,3,1,"","vector_similarity_threshold"]],"genai.types.RagRetrievalConfigHybridSearch":[[0,6,1,"","alpha"]],"genai.types.RagRetrievalConfigHybridSearchDict":[[0,3,1,"","alpha"]],"genai.types.RagRetrievalConfigRanking":[[0,6,1,"","llm_ranker"],[0,6,1,"","rank_service"]],"genai.types.RagRetrievalConfigRankingDict":[[0,3,1,"","llm_ranker"],[0,3,1,"","rank_service"]],"genai.types.RagRetrievalConfigRankingLlmRanker":[[0,6,1,"","model_name"]],"genai.types.RagRetrievalConfigRankingLlmRankerDict":[[0,3,1,"","model_name"]],"genai.types.RagRetrievalConfigRankingRankService":[[0,6,1,"","model_name"]],"genai.types.RagRetrievalConfigRankingRankServiceDict":[[0,3,1,"","model_name"]],"genai.types.RawOutput":[[0,6,1,"","raw_output"]],"genai.types.RawOutputDict":[[0,3,1,"","raw_output"]],"genai.types.RawReferenceImage":[[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.RawReferenceImageDict":[[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.RealtimeInputConfig":[[0,6,1,"","activity_handling"],[0,6,1,"","automatic_activity_detection"],[0,6,1,"","turn_coverage"]],"genai.types.RealtimeInputConfigDict":[[0,3,1,"","activity_handling"],[0,3,1,"","automatic_activity_detection"],[0,3,1,"","turn_coverage"]],"genai.types.RecontextImageConfig":[[0,6,1,"","add_watermark"],[0,6,1,"","base_steps"],[0,6,1,"","enhance_prompt"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","number_of_images"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"],[0,6,1,"","seed"]],"genai.types.RecontextImageConfigDict":[[0,3,1,"","add_watermark"],[0,3,1,"","base_steps"],[0,3,1,"","enhance_prompt"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","number_of_images"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"],[0,3,1,"","seed"]],"genai.types.RecontextImageResponse":[[0,6,1,"","generated_images"]],"genai.types.RecontextImageResponseDict":[[0,3,1,"","generated_images"]],"genai.types.RecontextImageSource":[[0,6,1,"","person_image"],[0,6,1,"","product_images"],[0,6,1,"","prompt"]],"genai.types.RecontextImageSourceDict":[[0,3,1,"","person_image"],[0,3,1,"","product_images"],[0,3,1,"","prompt"]],"genai.types.RegisterFilesConfig":[[0,6,1,"","http_options"],[0,6,1,"","should_return_http_response"]],"genai.types.RegisterFilesConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","should_return_http_response"]],"genai.types.RegisterFilesResponse":[[0,6,1,"","files"],[0,6,1,"","sdk_http_response"]],"genai.types.RegisterFilesResponseDict":[[0,3,1,"","files"],[0,3,1,"","sdk_http_response"]],"genai.types.ReinforcementTuningAutoraterScorer":[[0,6,1,"","autorater_config"],[0,6,1,"","autorater_prompt"],[0,6,1,"","autorater_response_parse_config"],[0,6,1,"","exact_match_scorer"],[0,6,1,"","parsed_response_conversion_scorer"]],"genai.types.ReinforcementTuningAutoraterScorerDict":[[0,3,1,"","autorater_config"],[0,3,1,"","autorater_prompt"],[0,3,1,"","autorater_response_parse_config"],[0,3,1,"","exact_match_scorer"],[0,3,1,"","parsed_response_conversion_scorer"]],"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer":[[0,6,1,"","correct_answer_reward"],[0,6,1,"","expression"],[0,6,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict":[[0,3,1,"","correct_answer_reward"],[0,3,1,"","expression"],[0,3,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningCloudRunRewardScorer":[[0,6,1,"","cloud_run_uri"]],"genai.types.ReinforcementTuningCloudRunRewardScorerDict":[[0,3,1,"","cloud_run_uri"]],"genai.types.ReinforcementTuningCodeExecutionRewardScorer":[[0,6,1,"","python_code_snippet"]],"genai.types.ReinforcementTuningCodeExecutionRewardScorerDict":[[0,3,1,"","python_code_snippet"]],"genai.types.ReinforcementTuningExample":[[0,6,1,"","contents"],[0,6,1,"","references"],[0,6,1,"","system_instruction"]],"genai.types.ReinforcementTuningExampleDict":[[0,3,1,"","contents"],[0,3,1,"","references"],[0,3,1,"","system_instruction"]],"genai.types.ReinforcementTuningHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","batch_size"],[0,6,1,"","checkpoint_interval"],[0,6,1,"","epoch_count"],[0,6,1,"","evaluate_interval"],[0,6,1,"","learning_rate_multiplier"],[0,6,1,"","max_output_tokens"],[0,6,1,"","samples_per_prompt"],[0,6,1,"","step_count"],[0,6,1,"","thinking_budget"],[0,6,1,"","thinking_level"]],"genai.types.ReinforcementTuningHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","batch_size"],[0,3,1,"","checkpoint_interval"],[0,3,1,"","epoch_count"],[0,3,1,"","evaluate_interval"],[0,3,1,"","learning_rate_multiplier"],[0,3,1,"","max_output_tokens"],[0,3,1,"","samples_per_prompt"],[0,3,1,"","step_count"],[0,3,1,"","thinking_budget"],[0,3,1,"","thinking_level"]],"genai.types.ReinforcementTuningParseResponseConfig":[[0,6,1,"","parse_type"],[0,6,1,"","regex_extract_expression"]],"genai.types.ReinforcementTuningParseResponseConfigDict":[[0,3,1,"","parse_type"],[0,3,1,"","regex_extract_expression"]],"genai.types.ReinforcementTuningRewardInfo":[[0,6,1,"","reward"],[0,6,1,"","user_requested_aux_info"]],"genai.types.ReinforcementTuningRewardInfoDict":[[0,3,1,"","reward"],[0,3,1,"","user_requested_aux_info"]],"genai.types.ReinforcementTuningSpec":[[0,6,1,"","composite_reward_config"],[0,6,1,"","hyper_parameters"],[0,6,1,"","single_reward_config"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.ReinforcementTuningSpecDict":[[0,3,1,"","composite_reward_config"],[0,3,1,"","hyper_parameters"],[0,3,1,"","single_reward_config"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.ReinforcementTuningStringMatchRewardScorer":[[0,6,1,"","correct_answer_reward"],[0,6,1,"","json_match_expression"],[0,6,1,"","string_match_expression"],[0,6,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningStringMatchRewardScorerDict":[[0,3,1,"","correct_answer_reward"],[0,3,1,"","json_match_expression"],[0,3,1,"","string_match_expression"],[0,3,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression":[[0,6,1,"","key_name"],[0,6,1,"","value_string_match_expression"]],"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict":[[0,3,1,"","key_name"],[0,3,1,"","value_string_match_expression"]],"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression":[[0,6,1,"","expression"],[0,6,1,"","match_operation"]],"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict":[[0,3,1,"","expression"],[0,3,1,"","match_operation"]],"genai.types.ReinforcementTuningThinkingLevel":[[0,3,1,"","HIGH"],[0,3,1,"","MINIMAL"],[0,3,1,"","REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED"]],"genai.types.ReinforcementTuningUserDatasetExamples":[[0,6,1,"","user_dataset_examples"]],"genai.types.ReinforcementTuningUserDatasetExamplesDict":[[0,3,1,"","user_dataset_examples"]],"genai.types.ReplayFile":[[0,6,1,"","interactions"],[0,6,1,"","replay_id"]],"genai.types.ReplayFileDict":[[0,3,1,"","interactions"],[0,3,1,"","replay_id"]],"genai.types.ReplayInteraction":[[0,6,1,"","request"],[0,6,1,"","response"]],"genai.types.ReplayInteractionDict":[[0,3,1,"","request"],[0,3,1,"","response"]],"genai.types.ReplayRequest":[[0,6,1,"","body_segments"],[0,6,1,"","headers"],[0,6,1,"","method"],[0,6,1,"","url"]],"genai.types.ReplayRequestDict":[[0,3,1,"","body_segments"],[0,3,1,"","headers"],[0,3,1,"","method"],[0,3,1,"","url"]],"genai.types.ReplayResponse":[[0,6,1,"","body_segments"],[0,6,1,"","headers"],[0,6,1,"","sdk_response_segments"],[0,6,1,"","status_code"]],"genai.types.ReplayResponseDict":[[0,3,1,"","body_segments"],[0,3,1,"","headers"],[0,3,1,"","sdk_response_segments"],[0,3,1,"","status_code"]],"genai.types.ReplicatedVoiceConfig":[[0,6,1,"","consent_audio"],[0,6,1,"","mime_type"],[0,6,1,"","voice_consent_signature"],[0,6,1,"","voice_sample_audio"]],"genai.types.ReplicatedVoiceConfigDict":[[0,3,1,"","consent_audio"],[0,3,1,"","mime_type"],[0,3,1,"","voice_consent_signature"],[0,3,1,"","voice_sample_audio"]],"genai.types.ResourceScope":[[0,3,1,"","COLLECTION"]],"genai.types.ResponseFormat":[[0,6,1,"","audio"],[0,6,1,"","image"],[0,6,1,"","text"],[0,6,1,"","video"]],"genai.types.ResponseFormatDict":[[0,3,1,"","audio"],[0,3,1,"","image"],[0,3,1,"","text"],[0,3,1,"","video"]],"genai.types.ResponseParseType":[[0,3,1,"","IDENTITY"],[0,3,1,"","REGEX_EXTRACT"],[0,3,1,"","RESPONSE_PARSE_TYPE_UNSPECIFIED"]],"genai.types.Retrieval":[[0,6,1,"","disable_attribution"],[0,6,1,"","external_api"],[0,6,1,"","vertex_ai_search"],[0,6,1,"","vertex_rag_store"]],"genai.types.RetrievalConfig":[[0,6,1,"","language_code"],[0,6,1,"","lat_lng"]],"genai.types.RetrievalConfigDict":[[0,3,1,"","language_code"],[0,3,1,"","lat_lng"]],"genai.types.RetrievalDict":[[0,3,1,"","disable_attribution"],[0,3,1,"","external_api"],[0,3,1,"","vertex_ai_search"],[0,3,1,"","vertex_rag_store"]],"genai.types.RetrievalMetadata":[[0,6,1,"","google_search_dynamic_retrieval_score"]],"genai.types.RetrievalMetadataDict":[[0,3,1,"","google_search_dynamic_retrieval_score"]],"genai.types.RougeMetricValue":[[0,6,1,"","score"]],"genai.types.RougeMetricValueDict":[[0,3,1,"","score"]],"genai.types.RougeSpec":[[0,6,1,"","rouge_type"],[0,6,1,"","split_summaries"],[0,6,1,"","use_stemmer"]],"genai.types.RougeSpecDict":[[0,3,1,"","rouge_type"],[0,3,1,"","split_summaries"],[0,3,1,"","use_stemmer"]],"genai.types.RubricContentType":[[0,3,1,"","NL_QUESTION_ANSWER"],[0,3,1,"","PROPERTY"],[0,3,1,"","PYTHON_CODE_ASSERTION"],[0,3,1,"","RUBRIC_CONTENT_TYPE_UNSPECIFIED"]],"genai.types.RubricGenerationSpec":[[0,6,1,"","prompt_template"],[0,6,1,"","rubric_content_type"],[0,6,1,"","rubric_type_ontology"]],"genai.types.RubricGenerationSpecDict":[[0,3,1,"","prompt_template"],[0,3,1,"","rubric_content_type"],[0,3,1,"","rubric_type_ontology"]],"genai.types.SafetyAttributes":[[0,6,1,"","categories"],[0,6,1,"","content_type"],[0,6,1,"","scores"]],"genai.types.SafetyAttributesDict":[[0,3,1,"","categories"],[0,3,1,"","content_type"],[0,3,1,"","scores"]],"genai.types.SafetyFilterLevel":[[0,3,1,"","BLOCK_LOW_AND_ABOVE"],[0,3,1,"","BLOCK_MEDIUM_AND_ABOVE"],[0,3,1,"","BLOCK_NONE"],[0,3,1,"","BLOCK_ONLY_HIGH"]],"genai.types.SafetyPolicy":[[0,3,1,"","ACCOUNT_CREATION"],[0,3,1,"","COMMUNICATION_TOOL"],[0,3,1,"","DATA_MODIFICATION"],[0,3,1,"","FINANCIAL_TRANSACTIONS"],[0,3,1,"","LEGAL_TERMS_AND_AGREEMENTS"],[0,3,1,"","SAFETY_POLICY_UNSPECIFIED"],[0,3,1,"","SENSITIVE_DATA_MODIFICATION"],[0,3,1,"","USER_CONSENT_MANAGEMENT"]],"genai.types.SafetyRating":[[0,6,1,"","blocked"],[0,6,1,"","category"],[0,6,1,"","overwritten_threshold"],[0,6,1,"","probability"],[0,6,1,"","probability_score"],[0,6,1,"","severity"],[0,6,1,"","severity_score"]],"genai.types.SafetyRatingDict":[[0,3,1,"","blocked"],[0,3,1,"","category"],[0,3,1,"","overwritten_threshold"],[0,3,1,"","probability"],[0,3,1,"","probability_score"],[0,3,1,"","severity"],[0,3,1,"","severity_score"]],"genai.types.SafetySetting":[[0,6,1,"","category"],[0,6,1,"","method"],[0,6,1,"","threshold"]],"genai.types.SafetySettingDict":[[0,3,1,"","category"],[0,3,1,"","method"],[0,3,1,"","threshold"]],"genai.types.Scale":[[0,3,1,"","A_FLAT_MAJOR_F_MINOR"],[0,3,1,"","A_MAJOR_G_FLAT_MINOR"],[0,3,1,"","B_FLAT_MAJOR_G_MINOR"],[0,3,1,"","B_MAJOR_A_FLAT_MINOR"],[0,3,1,"","C_MAJOR_A_MINOR"],[0,3,1,"","D_FLAT_MAJOR_B_FLAT_MINOR"],[0,3,1,"","D_MAJOR_B_MINOR"],[0,3,1,"","E_FLAT_MAJOR_C_MINOR"],[0,3,1,"","E_MAJOR_D_FLAT_MINOR"],[0,3,1,"","F_MAJOR_D_MINOR"],[0,3,1,"","G_FLAT_MAJOR_E_FLAT_MINOR"],[0,3,1,"","G_MAJOR_E_MINOR"],[0,3,1,"","SCALE_UNSPECIFIED"]],"genai.types.Schema":[[0,6,1,"","additional_properties"],[0,6,1,"","any_of"],[0,6,1,"","default"],[0,6,1,"","defs"],[0,6,1,"","description"],[0,6,1,"","enum"],[0,6,1,"","example"],[0,6,1,"","format"],[0,1,1,"","from_json_schema"],[0,6,1,"","items"],[0,2,1,"","json_schema"],[0,6,1,"","max_items"],[0,6,1,"","max_length"],[0,6,1,"","max_properties"],[0,6,1,"","maximum"],[0,6,1,"","min_items"],[0,6,1,"","min_length"],[0,6,1,"","min_properties"],[0,6,1,"","minimum"],[0,6,1,"","nullable"],[0,6,1,"","pattern"],[0,6,1,"","properties"],[0,6,1,"","property_ordering"],[0,6,1,"","ref"],[0,6,1,"","required"],[0,6,1,"","title"],[0,6,1,"","type"]],"genai.types.SchemaDict":[[0,3,1,"","additional_properties"],[0,3,1,"","any_of"],[0,3,1,"","default"],[0,3,1,"","defs"],[0,3,1,"","description"],[0,3,1,"","enum"],[0,3,1,"","example"],[0,3,1,"","format"],[0,3,1,"","max_items"],[0,3,1,"","max_length"],[0,3,1,"","max_properties"],[0,3,1,"","maximum"],[0,3,1,"","min_items"],[0,3,1,"","min_length"],[0,3,1,"","min_properties"],[0,3,1,"","minimum"],[0,3,1,"","nullable"],[0,3,1,"","pattern"],[0,3,1,"","properties"],[0,3,1,"","property_ordering"],[0,3,1,"","ref"],[0,3,1,"","required"],[0,3,1,"","title"],[0,3,1,"","type"]],"genai.types.ScribbleImage":[[0,6,1,"","image"]],"genai.types.ScribbleImageDict":[[0,3,1,"","image"]],"genai.types.SearchEntryPoint":[[0,6,1,"","rendered_content"],[0,6,1,"","sdk_blob"]],"genai.types.SearchEntryPointDict":[[0,3,1,"","rendered_content"],[0,3,1,"","sdk_blob"]],"genai.types.SearchTypes":[[0,6,1,"","image_search"],[0,6,1,"","web_search"]],"genai.types.SearchTypesDict":[[0,3,1,"","image_search"],[0,3,1,"","web_search"]],"genai.types.Segment":[[0,6,1,"","end_index"],[0,6,1,"","part_index"],[0,6,1,"","start_index"],[0,6,1,"","text"]],"genai.types.SegmentDict":[[0,3,1,"","end_index"],[0,3,1,"","part_index"],[0,3,1,"","start_index"],[0,3,1,"","text"]],"genai.types.SegmentImageConfig":[[0,6,1,"","binary_color_threshold"],[0,6,1,"","confidence_threshold"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","mask_dilation"],[0,6,1,"","max_predictions"],[0,6,1,"","mode"]],"genai.types.SegmentImageConfigDict":[[0,3,1,"","binary_color_threshold"],[0,3,1,"","confidence_threshold"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","mask_dilation"],[0,3,1,"","max_predictions"],[0,3,1,"","mode"]],"genai.types.SegmentImageResponse":[[0,6,1,"","generated_masks"]],"genai.types.SegmentImageResponseDict":[[0,3,1,"","generated_masks"]],"genai.types.SegmentImageSource":[[0,6,1,"","image"],[0,6,1,"","prompt"],[0,6,1,"","scribble_image"]],"genai.types.SegmentImageSourceDict":[[0,3,1,"","image"],[0,3,1,"","prompt"],[0,3,1,"","scribble_image"]],"genai.types.SegmentMode":[[0,3,1,"","BACKGROUND"],[0,3,1,"","FOREGROUND"],[0,3,1,"","INTERACTIVE"],[0,3,1,"","PROMPT"],[0,3,1,"","SEMANTIC"]],"genai.types.ServiceTier":[[0,3,1,"","FLEX"],[0,3,1,"","PRIORITY"],[0,3,1,"","STANDARD"],[0,3,1,"","UNSPECIFIED"]],"genai.types.SessionResumptionConfig":[[0,6,1,"","handle"],[0,6,1,"","transparent"]],"genai.types.SessionResumptionConfigDict":[[0,3,1,"","handle"],[0,3,1,"","transparent"]],"genai.types.SingleEmbedContentResponse":[[0,6,1,"","embedding"],[0,6,1,"","token_count"]],"genai.types.SingleEmbedContentResponseDict":[[0,3,1,"","embedding"],[0,3,1,"","token_count"]],"genai.types.SingleReinforcementTuningRewardConfig":[[0,6,1,"","autorater_scorer"],[0,6,1,"","cloud_run_reward_scorer"],[0,6,1,"","code_execution_reward_scorer"],[0,6,1,"","parse_response_config"],[0,6,1,"","reward_name"],[0,6,1,"","string_match_reward_scorer"]],"genai.types.SingleReinforcementTuningRewardConfigDict":[[0,3,1,"","autorater_scorer"],[0,3,1,"","cloud_run_reward_scorer"],[0,3,1,"","code_execution_reward_scorer"],[0,3,1,"","parse_response_config"],[0,3,1,"","reward_name"],[0,3,1,"","string_match_reward_scorer"]],"genai.types.SlidingWindow":[[0,6,1,"","target_tokens"]],"genai.types.SlidingWindowDict":[[0,3,1,"","target_tokens"]],"genai.types.SpeakerVoiceConfig":[[0,6,1,"","speaker"],[0,6,1,"","voice_config"]],"genai.types.SpeakerVoiceConfigDict":[[0,3,1,"","speaker"],[0,3,1,"","voice_config"]],"genai.types.SpeechConfig":[[0,6,1,"","language_code"],[0,6,1,"","multi_speaker_voice_config"],[0,6,1,"","voice_config"]],"genai.types.SpeechConfigDict":[[0,3,1,"","language_code"],[0,3,1,"","multi_speaker_voice_config"],[0,3,1,"","voice_config"]],"genai.types.StartSensitivity":[[0,3,1,"","START_SENSITIVITY_HIGH"],[0,3,1,"","START_SENSITIVITY_LOW"],[0,3,1,"","START_SENSITIVITY_UNSPECIFIED"]],"genai.types.StreamableHttpTransport":[[0,6,1,"","headers"],[0,6,1,"","sse_read_timeout"],[0,6,1,"","terminate_on_close"],[0,6,1,"","timeout"],[0,6,1,"","url"]],"genai.types.StreamableHttpTransportDict":[[0,3,1,"","headers"],[0,3,1,"","sse_read_timeout"],[0,3,1,"","terminate_on_close"],[0,3,1,"","timeout"],[0,3,1,"","url"]],"genai.types.StringList":[[0,6,1,"","values"]],"genai.types.StyleReferenceConfig":[[0,6,1,"","style_description"]],"genai.types.StyleReferenceConfigDict":[[0,3,1,"","style_description"]],"genai.types.StyleReferenceImage":[[0,6,1,"","config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"],[0,6,1,"","style_image_config"]],"genai.types.StyleReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.SubjectReferenceConfig":[[0,6,1,"","subject_description"],[0,6,1,"","subject_type"]],"genai.types.SubjectReferenceConfigDict":[[0,3,1,"","subject_description"],[0,3,1,"","subject_type"]],"genai.types.SubjectReferenceImage":[[0,6,1,"","config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"],[0,6,1,"","subject_image_config"]],"genai.types.SubjectReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.SubjectReferenceType":[[0,3,1,"","SUBJECT_TYPE_ANIMAL"],[0,3,1,"","SUBJECT_TYPE_DEFAULT"],[0,3,1,"","SUBJECT_TYPE_PERSON"],[0,3,1,"","SUBJECT_TYPE_PRODUCT"]],"genai.types.SupervisedHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","batch_size"],[0,6,1,"","epoch_count"],[0,6,1,"","learning_rate"],[0,6,1,"","learning_rate_multiplier"]],"genai.types.SupervisedHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","batch_size"],[0,3,1,"","epoch_count"],[0,3,1,"","learning_rate"],[0,3,1,"","learning_rate_multiplier"]],"genai.types.SupervisedTuningDataStats":[[0,6,1,"","dropped_example_reasons"],[0,6,1,"","total_billable_character_count"],[0,6,1,"","total_billable_token_count"],[0,6,1,"","total_truncated_example_count"],[0,6,1,"","total_tuning_character_count"],[0,6,1,"","truncated_example_indices"],[0,6,1,"","tuning_dataset_example_count"],[0,6,1,"","tuning_step_count"],[0,6,1,"","user_dataset_examples"],[0,6,1,"","user_input_token_distribution"],[0,6,1,"","user_message_per_example_distribution"],[0,6,1,"","user_output_token_distribution"]],"genai.types.SupervisedTuningDataStatsDict":[[0,3,1,"","dropped_example_reasons"],[0,3,1,"","total_billable_character_count"],[0,3,1,"","total_billable_token_count"],[0,3,1,"","total_truncated_example_count"],[0,3,1,"","total_tuning_character_count"],[0,3,1,"","truncated_example_indices"],[0,3,1,"","tuning_dataset_example_count"],[0,3,1,"","tuning_step_count"],[0,3,1,"","user_dataset_examples"],[0,3,1,"","user_input_token_distribution"],[0,3,1,"","user_message_per_example_distribution"],[0,3,1,"","user_output_token_distribution"]],"genai.types.SupervisedTuningDatasetDistribution":[[0,6,1,"","billable_sum"],[0,6,1,"","buckets"],[0,6,1,"","max"],[0,6,1,"","mean"],[0,6,1,"","median"],[0,6,1,"","min"],[0,6,1,"","p5"],[0,6,1,"","p95"],[0,6,1,"","sum"]],"genai.types.SupervisedTuningDatasetDistributionDatasetBucket":[[0,6,1,"","count"],[0,6,1,"","left"],[0,6,1,"","right"]],"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict":[[0,3,1,"","count"],[0,3,1,"","left"],[0,3,1,"","right"]],"genai.types.SupervisedTuningDatasetDistributionDict":[[0,3,1,"","billable_sum"],[0,3,1,"","buckets"],[0,3,1,"","max"],[0,3,1,"","mean"],[0,3,1,"","median"],[0,3,1,"","min"],[0,3,1,"","p5"],[0,3,1,"","p95"],[0,3,1,"","sum"]],"genai.types.SupervisedTuningSpec":[[0,6,1,"","export_last_checkpoint_only"],[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","tuning_mode"],[0,6,1,"","validation_dataset_uri"]],"genai.types.SupervisedTuningSpecDict":[[0,3,1,"","export_last_checkpoint_only"],[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","tuning_mode"],[0,3,1,"","validation_dataset_uri"]],"genai.types.TestTableFile":[[0,6,1,"","comment"],[0,6,1,"","parameter_names"],[0,6,1,"","test_method"],[0,6,1,"","test_table"]],"genai.types.TestTableFileDict":[[0,3,1,"","comment"],[0,3,1,"","parameter_names"],[0,3,1,"","test_method"],[0,3,1,"","test_table"]],"genai.types.TestTableItem":[[0,6,1,"","exception_if_mldev"],[0,6,1,"","exception_if_vertex"],[0,6,1,"","has_union"],[0,6,1,"","ignore_keys"],[0,6,1,"","name"],[0,6,1,"","override_replay_id"],[0,6,1,"","parameters"],[0,6,1,"","skip_in_api_mode"]],"genai.types.TestTableItemDict":[[0,3,1,"","exception_if_mldev"],[0,3,1,"","exception_if_vertex"],[0,3,1,"","has_union"],[0,3,1,"","ignore_keys"],[0,3,1,"","name"],[0,3,1,"","override_replay_id"],[0,3,1,"","parameters"],[0,3,1,"","skip_in_api_mode"]],"genai.types.TextResponseFormat":[[0,6,1,"","jsonSchema"],[0,6,1,"","mime_type"]],"genai.types.TextResponseFormatDict":[[0,3,1,"","mime_type"],[0,3,1,"","schema"]],"genai.types.ThinkingConfig":[[0,6,1,"","include_thoughts"],[0,6,1,"","thinking_budget"],[0,6,1,"","thinking_level"]],"genai.types.ThinkingConfigDict":[[0,3,1,"","include_thoughts"],[0,3,1,"","thinking_budget"],[0,3,1,"","thinking_level"]],"genai.types.ThinkingLevel":[[0,3,1,"","HIGH"],[0,3,1,"","LOW"],[0,3,1,"","MEDIUM"],[0,3,1,"","MINIMAL"],[0,3,1,"","THINKING_LEVEL_UNSPECIFIED"]],"genai.types.TokensInfo":[[0,6,1,"","role"],[0,6,1,"","token_ids"],[0,6,1,"","tokens"]],"genai.types.TokensInfoDict":[[0,3,1,"","role"],[0,3,1,"","token_ids"],[0,3,1,"","tokens"]],"genai.types.Tool":[[0,6,1,"","code_execution"],[0,6,1,"","computer_use"],[0,6,1,"","enterprise_web_search"],[0,6,1,"","exa_ai_search"],[0,6,1,"","file_search"],[0,6,1,"","function_declarations"],[0,6,1,"","google_maps"],[0,6,1,"","google_search"],[0,6,1,"","google_search_retrieval"],[0,6,1,"","mcp_servers"],[0,6,1,"","parallel_ai_search"],[0,6,1,"","retrieval"],[0,6,1,"","url_context"]],"genai.types.ToolCall":[[0,6,1,"","args"],[0,6,1,"","id"],[0,6,1,"","tool_type"]],"genai.types.ToolCallDict":[[0,3,1,"","args"],[0,3,1,"","id"],[0,3,1,"","tool_type"]],"genai.types.ToolConfig":[[0,6,1,"","function_calling_config"],[0,6,1,"","include_server_side_tool_invocations"],[0,6,1,"","retrieval_config"]],"genai.types.ToolConfigDict":[[0,3,1,"","function_calling_config"],[0,3,1,"","include_server_side_tool_invocations"],[0,3,1,"","retrieval_config"]],"genai.types.ToolDict":[[0,3,1,"","code_execution"],[0,3,1,"","computer_use"],[0,3,1,"","enterprise_web_search"],[0,3,1,"","exa_ai_search"],[0,3,1,"","file_search"],[0,3,1,"","function_declarations"],[0,3,1,"","google_maps"],[0,3,1,"","google_search"],[0,3,1,"","google_search_retrieval"],[0,3,1,"","mcp_servers"],[0,3,1,"","parallel_ai_search"],[0,3,1,"","retrieval"],[0,3,1,"","url_context"]],"genai.types.ToolExaAiSearch":[[0,6,1,"","api_key"],[0,6,1,"","custom_configs"]],"genai.types.ToolExaAiSearchDict":[[0,3,1,"","api_key"],[0,3,1,"","custom_configs"]],"genai.types.ToolParallelAiSearch":[[0,6,1,"","api_key"],[0,6,1,"","custom_configs"],[0,6,1,"","enable_data_retention"],[0,6,1,"","enable_zero_data_retention"]],"genai.types.ToolParallelAiSearchDict":[[0,3,1,"","api_key"],[0,3,1,"","custom_configs"],[0,3,1,"","enable_data_retention"],[0,3,1,"","enable_zero_data_retention"]],"genai.types.ToolResponse":[[0,6,1,"","id"],[0,6,1,"","response"],[0,6,1,"","tool_type"]],"genai.types.ToolResponseDict":[[0,3,1,"","id"],[0,3,1,"","response"],[0,3,1,"","tool_type"]],"genai.types.ToolType":[[0,3,1,"","FILE_SEARCH"],[0,3,1,"","GOOGLE_MAPS"],[0,3,1,"","GOOGLE_SEARCH_IMAGE"],[0,3,1,"","GOOGLE_SEARCH_WEB"],[0,3,1,"","MEDIA_PROCESSING"],[0,3,1,"","TOOL_TYPE_UNSPECIFIED"],[0,3,1,"","URL_CONTEXT"]],"genai.types.TrafficType":[[0,3,1,"","ON_DEMAND"],[0,3,1,"","ON_DEMAND_FLEX"],[0,3,1,"","ON_DEMAND_PRIORITY"],[0,3,1,"","PROVISIONED_THROUGHPUT"],[0,3,1,"","TRAFFIC_TYPE_UNSPECIFIED"]],"genai.types.Transcription":[[0,6,1,"","finished"],[0,6,1,"","language_code"],[0,6,1,"","speaker_label"],[0,6,1,"","text"],[0,6,1,"","words"]],"genai.types.TranscriptionDict":[[0,3,1,"","finished"],[0,3,1,"","language_code"],[0,3,1,"","speaker_label"],[0,3,1,"","text"],[0,3,1,"","words"]],"genai.types.TranslationConfig":[[0,6,1,"","echo_target_language"],[0,6,1,"","target_language_code"]],"genai.types.TranslationConfigDict":[[0,3,1,"","echo_target_language"],[0,3,1,"","target_language_code"]],"genai.types.TunedModel":[[0,6,1,"","checkpoints"],[0,6,1,"","endpoint"],[0,6,1,"","model"]],"genai.types.TunedModelCheckpoint":[[0,6,1,"","checkpoint_id"],[0,6,1,"","endpoint"],[0,6,1,"","epoch"],[0,6,1,"","step"]],"genai.types.TunedModelCheckpointDict":[[0,3,1,"","checkpoint_id"],[0,3,1,"","endpoint"],[0,3,1,"","epoch"],[0,3,1,"","step"]],"genai.types.TunedModelDict":[[0,3,1,"","checkpoints"],[0,3,1,"","endpoint"],[0,3,1,"","model"]],"genai.types.TunedModelInfo":[[0,6,1,"","base_model"],[0,6,1,"","create_time"],[0,6,1,"","update_time"]],"genai.types.TunedModelInfoDict":[[0,3,1,"","base_model"],[0,3,1,"","create_time"],[0,3,1,"","update_time"]],"genai.types.TuningDataStats":[[0,6,1,"","distillation_data_stats"],[0,6,1,"","preference_optimization_data_stats"],[0,6,1,"","reinforcement_tuning_data_stats"],[0,6,1,"","supervised_tuning_data_stats"]],"genai.types.TuningDataStatsDict":[[0,3,1,"","distillation_data_stats"],[0,3,1,"","preference_optimization_data_stats"],[0,3,1,"","reinforcement_tuning_data_stats"],[0,3,1,"","supervised_tuning_data_stats"]],"genai.types.TuningDataset":[[0,6,1,"","examples"],[0,6,1,"","gcs_uri"],[0,6,1,"","vertex_dataset_resource"]],"genai.types.TuningDatasetDict":[[0,3,1,"","examples"],[0,3,1,"","gcs_uri"],[0,3,1,"","vertex_dataset_resource"]],"genai.types.TuningExample":[[0,6,1,"","output"],[0,6,1,"","text_input"]],"genai.types.TuningExampleDict":[[0,3,1,"","output"],[0,3,1,"","text_input"]],"genai.types.TuningJob":[[0,6,1,"","base_model"],[0,6,1,"","create_time"],[0,6,1,"","custom_base_model"],[0,6,1,"","description"],[0,6,1,"","distillation_sampling_spec"],[0,6,1,"","distillation_spec"],[0,6,1,"","encryption_spec"],[0,6,1,"","end_time"],[0,6,1,"","error"],[0,6,1,"","evaluate_dataset_runs"],[0,6,1,"","evaluation_config"],[0,6,1,"","experiment"],[0,6,1,"","full_fine_tuning_spec"],[0,2,1,"","has_ended"],[0,2,1,"","has_succeeded"],[0,6,1,"","labels"],[0,6,1,"","name"],[0,6,1,"","output_uri"],[0,6,1,"","partner_model_tuning_spec"],[0,6,1,"","pipeline_job"],[0,6,1,"","pre_tuned_model"],[0,6,1,"","preference_optimization_spec"],[0,6,1,"","reinforcement_tuning_spec"],[0,6,1,"","sdk_http_response"],[0,6,1,"","service_account"],[0,6,1,"","start_time"],[0,6,1,"","state"],[0,6,1,"","supervised_tuning_spec"],[0,6,1,"","tuned_model"],[0,6,1,"","tuned_model_display_name"],[0,6,1,"","tuning_data_stats"],[0,6,1,"","tuning_job_metadata"],[0,6,1,"","tuning_job_state"],[0,6,1,"","update_time"],[0,6,1,"","veo_lora_tuning_spec"],[0,6,1,"","veo_tuning_spec"]],"genai.types.TuningJobDict":[[0,3,1,"","base_model"],[0,3,1,"","create_time"],[0,3,1,"","custom_base_model"],[0,3,1,"","description"],[0,3,1,"","distillation_sampling_spec"],[0,3,1,"","distillation_spec"],[0,3,1,"","encryption_spec"],[0,3,1,"","end_time"],[0,3,1,"","error"],[0,3,1,"","evaluate_dataset_runs"],[0,3,1,"","evaluation_config"],[0,3,1,"","experiment"],[0,3,1,"","full_fine_tuning_spec"],[0,3,1,"","labels"],[0,3,1,"","name"],[0,3,1,"","output_uri"],[0,3,1,"","partner_model_tuning_spec"],[0,3,1,"","pipeline_job"],[0,3,1,"","pre_tuned_model"],[0,3,1,"","preference_optimization_spec"],[0,3,1,"","reinforcement_tuning_spec"],[0,3,1,"","sdk_http_response"],[0,3,1,"","service_account"],[0,3,1,"","start_time"],[0,3,1,"","state"],[0,3,1,"","supervised_tuning_spec"],[0,3,1,"","tuned_model"],[0,3,1,"","tuned_model_display_name"],[0,3,1,"","tuning_data_stats"],[0,3,1,"","tuning_job_metadata"],[0,3,1,"","tuning_job_state"],[0,3,1,"","update_time"],[0,3,1,"","veo_lora_tuning_spec"],[0,3,1,"","veo_tuning_spec"]],"genai.types.TuningJobMetadata":[[0,6,1,"","completed_epoch_count"],[0,6,1,"","completed_step_count"]],"genai.types.TuningJobMetadataDict":[[0,3,1,"","completed_epoch_count"],[0,3,1,"","completed_step_count"]],"genai.types.TuningJobState":[[0,3,1,"","TUNING_JOB_STATE_POST_PROCESSING"],[0,3,1,"","TUNING_JOB_STATE_PROCESSING_DATASET"],[0,3,1,"","TUNING_JOB_STATE_TUNING"],[0,3,1,"","TUNING_JOB_STATE_UNSPECIFIED"],[0,3,1,"","TUNING_JOB_STATE_WAITING_FOR_CAPACITY"],[0,3,1,"","TUNING_JOB_STATE_WAITING_FOR_QUOTA"]],"genai.types.TuningMethod":[[0,3,1,"","DISTILLATION"],[0,3,1,"","PREFERENCE_TUNING"],[0,3,1,"","REINFORCEMENT_TUNING"],[0,3,1,"","SUPERVISED_FINE_TUNING"]],"genai.types.TuningMode":[[0,3,1,"","TUNING_MODE_FULL"],[0,3,1,"","TUNING_MODE_PEFT_ADAPTER"],[0,3,1,"","TUNING_MODE_UNSPECIFIED"]],"genai.types.TuningOperation":[[0,6,1,"","done"],[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","name"],[0,6,1,"","sdk_http_response"]],"genai.types.TuningOperationDict":[[0,3,1,"","done"],[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","name"],[0,3,1,"","sdk_http_response"]],"genai.types.TuningSpeed":[[0,3,1,"","FAST"],[0,3,1,"","REGULAR"],[0,3,1,"","TUNING_SPEED_UNSPECIFIED"]],"genai.types.TuningTask":[[0,3,1,"","TUNING_TASK_I2V"],[0,3,1,"","TUNING_TASK_R2V"],[0,3,1,"","TUNING_TASK_T2V"],[0,3,1,"","TUNING_TASK_UNSPECIFIED"]],"genai.types.TuningValidationDataset":[[0,6,1,"","gcs_uri"],[0,6,1,"","vertex_dataset_resource"]],"genai.types.TuningValidationDatasetDict":[[0,3,1,"","gcs_uri"],[0,3,1,"","vertex_dataset_resource"]],"genai.types.TurnCompleteReason":[[0,3,1,"","BLOCKLIST"],[0,3,1,"","GENERATED_AUDIO_SAFETY"],[0,3,1,"","GENERATED_CONTENT_BLOCKLIST"],[0,3,1,"","GENERATED_CONTENT_PROHIBITED"],[0,3,1,"","GENERATED_CONTENT_SAFETY"],[0,3,1,"","GENERATED_IMAGE_CELEBRITY"],[0,3,1,"","GENERATED_IMAGE_IDENTIFIABLE_PEOPLE"],[0,3,1,"","GENERATED_IMAGE_MINORS"],[0,3,1,"","GENERATED_IMAGE_PROHIBITED"],[0,3,1,"","GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER"],[0,3,1,"","GENERATED_IMAGE_SAFETY"],[0,3,1,"","GENERATED_OTHER"],[0,3,1,"","GENERATED_VIDEO_SAFETY"],[0,3,1,"","IMAGE_PROHIBITED_INPUT_CONTENT"],[0,3,1,"","INPUT_IMAGE_CELEBRITY"],[0,3,1,"","INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED"],[0,3,1,"","INPUT_IP_PROHIBITED"],[0,3,1,"","INPUT_OTHER"],[0,3,1,"","INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED"],[0,3,1,"","INPUT_TEXT_NCII_PROHIBITED"],[0,3,1,"","MALFORMED_FUNCTION_CALL"],[0,3,1,"","MAX_REGENERATION_REACHED"],[0,3,1,"","NEED_MORE_INPUT"],[0,3,1,"","OUTPUT_IMAGE_IP_PROHIBITED"],[0,3,1,"","PROHIBITED_INPUT_CONTENT"],[0,3,1,"","RESPONSE_REJECTED"],[0,3,1,"","TURN_COMPLETE_REASON_UNSPECIFIED"],[0,3,1,"","UNSAFE_PROMPT_FOR_IMAGE_GENERATION"]],"genai.types.TurnCoverage":[[0,3,1,"","TURN_COVERAGE_UNSPECIFIED"],[0,3,1,"","TURN_INCLUDES_ALL_INPUT"],[0,3,1,"","TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO"],[0,3,1,"","TURN_INCLUDES_ONLY_ACTIVITY"]],"genai.types.Type":[[0,3,1,"","ARRAY"],[0,3,1,"","BOOLEAN"],[0,3,1,"","INTEGER"],[0,3,1,"","NULL"],[0,3,1,"","NUMBER"],[0,3,1,"","OBJECT"],[0,3,1,"","STRING"],[0,3,1,"","TYPE_UNSPECIFIED"]],"genai.types.UnifiedMetric":[[0,6,1,"","bleu_spec"],[0,6,1,"","computation_based_metric_spec"],[0,6,1,"","custom_code_execution_spec"],[0,6,1,"","llm_based_metric_spec"],[0,6,1,"","pointwise_metric_spec"],[0,6,1,"","predefined_metric_spec"],[0,6,1,"","rouge_spec"]],"genai.types.UnifiedMetricDict":[[0,3,1,"","bleu_spec"],[0,3,1,"","computation_based_metric_spec"],[0,3,1,"","custom_code_execution_spec"],[0,3,1,"","llm_based_metric_spec"],[0,3,1,"","pointwise_metric_spec"],[0,3,1,"","predefined_metric_spec"],[0,3,1,"","rouge_spec"]],"genai.types.UpdateCachedContentConfig":[[0,6,1,"","expire_time"],[0,6,1,"","http_options"],[0,6,1,"","ttl"]],"genai.types.UpdateCachedContentConfigDict":[[0,3,1,"","expire_time"],[0,3,1,"","http_options"],[0,3,1,"","ttl"]],"genai.types.UpdateModelConfig":[[0,6,1,"","default_checkpoint_id"],[0,6,1,"","description"],[0,6,1,"","display_name"],[0,6,1,"","http_options"]],"genai.types.UpdateModelConfigDict":[[0,3,1,"","default_checkpoint_id"],[0,3,1,"","description"],[0,3,1,"","display_name"],[0,3,1,"","http_options"]],"genai.types.UploadFileConfig":[[0,6,1,"","display_name"],[0,6,1,"","http_options"],[0,6,1,"","mime_type"],[0,6,1,"","name"]],"genai.types.UploadFileConfigDict":[[0,3,1,"","display_name"],[0,3,1,"","http_options"],[0,3,1,"","mime_type"],[0,3,1,"","name"]],"genai.types.UploadToFileSearchStoreConfig":[[0,6,1,"","chunking_config"],[0,6,1,"","custom_metadata"],[0,6,1,"","display_name"],[0,6,1,"","http_options"],[0,6,1,"","mime_type"],[0,6,1,"","should_return_http_response"]],"genai.types.UploadToFileSearchStoreConfigDict":[[0,3,1,"","chunking_config"],[0,3,1,"","custom_metadata"],[0,3,1,"","display_name"],[0,3,1,"","http_options"],[0,3,1,"","mime_type"],[0,3,1,"","should_return_http_response"]],"genai.types.UploadToFileSearchStoreOperation":[[0,1,1,"","from_api_response"],[0,6,1,"","response"]],"genai.types.UploadToFileSearchStoreResponse":[[0,6,1,"","document_name"],[0,6,1,"","parent"],[0,6,1,"","sdk_http_response"]],"genai.types.UploadToFileSearchStoreResponseDict":[[0,3,1,"","document_name"],[0,3,1,"","parent"],[0,3,1,"","sdk_http_response"]],"genai.types.UploadToFileSearchStoreResumableResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.UploadToFileSearchStoreResumableResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.UpscaleImageConfig":[[0,6,1,"","enhance_input_image"],[0,6,1,"","http_options"],[0,6,1,"","image_preservation_factor"],[0,6,1,"","include_rai_reason"],[0,6,1,"","labels"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"]],"genai.types.UpscaleImageConfigDict":[[0,3,1,"","enhance_input_image"],[0,3,1,"","http_options"],[0,3,1,"","image_preservation_factor"],[0,3,1,"","include_rai_reason"],[0,3,1,"","labels"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"]],"genai.types.UpscaleImageParameters":[[0,6,1,"","config"],[0,6,1,"","image"],[0,6,1,"","model"],[0,6,1,"","upscale_factor"]],"genai.types.UpscaleImageParametersDict":[[0,3,1,"","config"],[0,3,1,"","image"],[0,3,1,"","model"],[0,3,1,"","upscale_factor"]],"genai.types.UpscaleImageResponse":[[0,6,1,"","generated_images"],[0,6,1,"","sdk_http_response"]],"genai.types.UpscaleImageResponseDict":[[0,3,1,"","generated_images"],[0,3,1,"","sdk_http_response"]],"genai.types.UrlContextMetadata":[[0,6,1,"","url_metadata"]],"genai.types.UrlContextMetadataDict":[[0,3,1,"","url_metadata"]],"genai.types.UrlMetadata":[[0,6,1,"","retrieved_url"],[0,6,1,"","url_retrieval_status"]],"genai.types.UrlMetadataDict":[[0,3,1,"","retrieved_url"],[0,3,1,"","url_retrieval_status"]],"genai.types.UrlRetrievalStatus":[[0,3,1,"","URL_RETRIEVAL_STATUS_ERROR"],[0,3,1,"","URL_RETRIEVAL_STATUS_PAYWALL"],[0,3,1,"","URL_RETRIEVAL_STATUS_SUCCESS"],[0,3,1,"","URL_RETRIEVAL_STATUS_UNSAFE"],[0,3,1,"","URL_RETRIEVAL_STATUS_UNSPECIFIED"]],"genai.types.UsageMetadata":[[0,6,1,"","cache_tokens_details"],[0,6,1,"","cached_content_token_count"],[0,6,1,"","prompt_token_count"],[0,6,1,"","prompt_tokens_details"],[0,6,1,"","response_token_count"],[0,6,1,"","response_tokens_details"],[0,6,1,"","service_tier"],[0,6,1,"","thoughts_token_count"],[0,6,1,"","tool_use_prompt_token_count"],[0,6,1,"","tool_use_prompt_tokens_details"],[0,6,1,"","total_token_count"],[0,6,1,"","traffic_type"]],"genai.types.UsageMetadataDict":[[0,3,1,"","cache_tokens_details"],[0,3,1,"","cached_content_token_count"],[0,3,1,"","prompt_token_count"],[0,3,1,"","prompt_tokens_details"],[0,3,1,"","response_token_count"],[0,3,1,"","response_tokens_details"],[0,3,1,"","service_tier"],[0,3,1,"","thoughts_token_count"],[0,3,1,"","tool_use_prompt_token_count"],[0,3,1,"","tool_use_prompt_tokens_details"],[0,3,1,"","total_token_count"],[0,3,1,"","traffic_type"]],"genai.types.UserContent":[[0,6,1,"","parts"],[0,6,1,"","role"]],"genai.types.VadSignalType":[[0,3,1,"","VAD_SIGNAL_TYPE_EOS"],[0,3,1,"","VAD_SIGNAL_TYPE_SOS"],[0,3,1,"","VAD_SIGNAL_TYPE_UNSPECIFIED"]],"genai.types.ValidateRewardConfig":[[0,6,1,"","http_options"]],"genai.types.ValidateRewardConfigDict":[[0,3,1,"","http_options"]],"genai.types.ValidateRewardResponse":[[0,6,1,"","error"],[0,6,1,"","overall_reward"],[0,6,1,"","reward_info_details"],[0,6,1,"","sdk_http_response"]],"genai.types.ValidateRewardResponseDict":[[0,3,1,"","error"],[0,3,1,"","overall_reward"],[0,3,1,"","reward_info_details"],[0,3,1,"","sdk_http_response"]],"genai.types.VeoHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","epoch_count"],[0,6,1,"","learning_rate_multiplier"],[0,6,1,"","tuning_speed"],[0,6,1,"","tuning_task"],[0,6,1,"","veo_data_mixture_ratio"]],"genai.types.VeoHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","epoch_count"],[0,3,1,"","learning_rate_multiplier"],[0,3,1,"","tuning_speed"],[0,3,1,"","tuning_task"],[0,3,1,"","veo_data_mixture_ratio"]],"genai.types.VeoLoraTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"],[0,6,1,"","video_orientation"]],"genai.types.VeoLoraTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"],[0,3,1,"","video_orientation"]],"genai.types.VeoTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.VeoTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.VertexAISearch":[[0,6,1,"","data_store_specs"],[0,6,1,"","datastore"],[0,6,1,"","engine"],[0,6,1,"","filter"],[0,6,1,"","max_results"]],"genai.types.VertexAISearchDataStoreSpec":[[0,6,1,"","data_store"],[0,6,1,"","filter"]],"genai.types.VertexAISearchDataStoreSpecDict":[[0,3,1,"","data_store"],[0,3,1,"","filter"]],"genai.types.VertexAISearchDict":[[0,3,1,"","data_store_specs"],[0,3,1,"","datastore"],[0,3,1,"","engine"],[0,3,1,"","filter"],[0,3,1,"","max_results"]],"genai.types.VertexMultimodalDatasetDestination":[[0,6,1,"","bigquery_destination"],[0,6,1,"","display_name"]],"genai.types.VertexMultimodalDatasetDestinationDict":[[0,3,1,"","bigquery_destination"],[0,3,1,"","display_name"]],"genai.types.VertexRagStore":[[0,6,1,"","rag_corpora"],[0,6,1,"","rag_resources"],[0,6,1,"","rag_retrieval_config"],[0,6,1,"","similarity_top_k"],[0,6,1,"","store_context"],[0,6,1,"","vector_distance_threshold"]],"genai.types.VertexRagStoreDict":[[0,3,1,"","rag_corpora"],[0,3,1,"","rag_resources"],[0,3,1,"","rag_retrieval_config"],[0,3,1,"","similarity_top_k"],[0,3,1,"","store_context"],[0,3,1,"","vector_distance_threshold"]],"genai.types.VertexRagStoreRagResource":[[0,6,1,"","rag_corpus"],[0,6,1,"","rag_file_ids"]],"genai.types.VertexRagStoreRagResourceDict":[[0,3,1,"","rag_corpus"],[0,3,1,"","rag_file_ids"]],"genai.types.Video":[[0,1,1,"","from_file"],[0,6,1,"","mime_type"],[0,1,1,"","save"],[0,1,1,"","show"],[0,6,1,"","uri"],[0,6,1,"","video_bytes"]],"genai.types.VideoCompressionQuality":[[0,3,1,"","LOSSLESS"],[0,3,1,"","OPTIMIZED"]],"genai.types.VideoDict":[[0,3,1,"","mime_type"],[0,3,1,"","uri"],[0,3,1,"","video_bytes"]],"genai.types.VideoGenerationMask":[[0,6,1,"","image"],[0,6,1,"","mask_mode"]],"genai.types.VideoGenerationMaskDict":[[0,3,1,"","image"],[0,3,1,"","mask_mode"]],"genai.types.VideoGenerationMaskMode":[[0,3,1,"","INSERT"],[0,3,1,"","OUTPAINT"],[0,3,1,"","REMOVE"],[0,3,1,"","REMOVE_STATIC"]],"genai.types.VideoGenerationReferenceImage":[[0,6,1,"","image"],[0,6,1,"","reference_type"]],"genai.types.VideoGenerationReferenceImageDict":[[0,3,1,"","image"],[0,3,1,"","reference_type"]],"genai.types.VideoGenerationReferenceType":[[0,3,1,"","ASSET"],[0,3,1,"","STYLE"]],"genai.types.VideoMetadata":[[0,6,1,"","end_offset"],[0,6,1,"","fps"],[0,6,1,"","start_offset"]],"genai.types.VideoMetadataDict":[[0,3,1,"","end_offset"],[0,3,1,"","fps"],[0,3,1,"","start_offset"]],"genai.types.VideoOrientation":[[0,3,1,"","LANDSCAPE"],[0,3,1,"","PORTRAIT"],[0,3,1,"","VIDEO_ORIENTATION_UNSPECIFIED"]],"genai.types.VideoResponseFormat":[[0,6,1,"","aspect_ratio"],[0,6,1,"","delivery"],[0,6,1,"","duration"],[0,6,1,"","gcs_uri"]],"genai.types.VideoResponseFormatDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","delivery"],[0,3,1,"","duration"],[0,3,1,"","gcs_uri"]],"genai.types.VoiceActivity":[[0,6,1,"","audio_offset"],[0,6,1,"","voice_activity_type"]],"genai.types.VoiceActivityDetectionSignal":[[0,6,1,"","vad_signal_type"]],"genai.types.VoiceActivityDetectionSignalDict":[[0,3,1,"","vad_signal_type"]],"genai.types.VoiceActivityDict":[[0,3,1,"","audio_offset"],[0,3,1,"","voice_activity_type"]],"genai.types.VoiceActivityType":[[0,3,1,"","ACTIVITY_END"],[0,3,1,"","ACTIVITY_START"],[0,3,1,"","TYPE_UNSPECIFIED"]],"genai.types.VoiceConfig":[[0,6,1,"","prebuilt_voice_config"],[0,6,1,"","replicated_voice_config"]],"genai.types.VoiceConfigDict":[[0,3,1,"","prebuilt_voice_config"],[0,3,1,"","replicated_voice_config"]],"genai.types.VoiceConsentSignature":[[0,6,1,"","signature"]],"genai.types.VoiceConsentSignatureDict":[[0,3,1,"","signature"]],"genai.types.WebhookConfig":[[0,6,1,"","uris"],[0,6,1,"","user_metadata"]],"genai.types.WebhookConfigDict":[[0,3,1,"","uris"],[0,3,1,"","user_metadata"]],"genai.types.WeightedPrompt":[[0,6,1,"","text"],[0,6,1,"","weight"]],"genai.types.WeightedPromptDict":[[0,3,1,"","text"],[0,3,1,"","weight"]],"genai.types.WhiteSpaceConfig":[[0,6,1,"","max_overlap_tokens"],[0,6,1,"","max_tokens_per_chunk"]],"genai.types.WhiteSpaceConfigDict":[[0,3,1,"","max_overlap_tokens"],[0,3,1,"","max_tokens_per_chunk"]],"genai.types.WordInfo":[[0,6,1,"","end_offset"],[0,6,1,"","start_offset"],[0,6,1,"","word"]],"genai.types.WordInfoDict":[[0,3,1,"","end_offset"],[0,3,1,"","start_offset"],[0,3,1,"","word"]]},"objnames":{"0":["py","class","Python class"],"1":["py","method","Python method"],"2":["py","property","Python property"],"3":["py","attribute","Python attribute"],"4":["py","module","Python module"],"5":["py","pydantic_model","Python model"],"6":["py","pydantic_field","Python field"],"7":["py","pydantic_validator","Python validator"]},"objtypes":{"0":"py:class","1":"py:method","2":"py:property","3":"py:attribute","4":"py:module","5":"py:pydantic_model","6":"py:pydantic_field","7":"py:pydantic_validator"},"terms":{"":[0,1],"0":[0,1],"00":0,"001":[0,1],"002":[0,1],"004":0,"00z":0,"01":0,"01t00":0,"02t15":0,"03":0,"04":0,"05":0,"05530":1,"06":0,"09":0,"1":[0,1],"10":[0,1],"100":1,"1000":0,"101":0,"1080p":0,"11805v3":1,"12":0,"122":0,"123":0,"12345":0,"123456789":0,"1234567890123456789":0,"123a456b789c":0,"128":0,"1280x720":0,"16":[0,1],"16000":0,"180":0,"1841":0,"1k":0,"1p":0,"2":[0,1],"20":[0,1],"200":0,"2000":0,"201":0,"2014":0,"2020":0,"2024":0,"2025":0,"21":0,"2312":1,"23z":0,"24":0,"2403":1,"24khz":0,"25":0,"255":0,"256":0,"2a":0,"2b":0,"2k":0,"3":[0,1],"30":[0,1],"300":1,"301":0,"31":0,"32":0,"32768":0,"3339":0,"3600":[0,1],"383":0,"4":0,"40":0,"404":1,"408":0,"42":0,"429":0,"443":0,"456":0,"47":0,"4k":0,"5":[0,1],"50":0,"512":0,"512px":0,"5th":0,"5xx":0,"6":0,"60":0,"639":0,"64":0,"704x1280":0,"720p":0,"720x1280":0,"8":0,"80":0,"9":[0,1],"90":0,"90th":0,"95":1,"9535":0,"95th":0,"9999":0,"99th":0,"A":[0,1],"And":[0,1],"As":0,"By":[0,1],"For":[0,1],"If":[0,1],"In":[0,1],"It":[0,1],"NOT":0,"No":0,"Not":0,"On":0,"One":0,"Or":0,"The":[0,1],"Then":[0,1],"There":0,"These":0,"To":[0,1],"With":[0,1],"_":0,"_check_field_type_mismatch":0,"_check_image_config_typ":0,"_convert_literal_to_enum":0,"_gao":0,"_interact":0,"_regist":0,"_rename_citation_sourc":0,"_requestopt":1,"_uniongenericalia":0,"_validate_gcs_path":0,"_validate_mask_image_config":0,"a11":1,"a_flat_major_f_minor":[0,1,2],"a_major_g_flat_minor":[0,1,2],"ab":0,"abc":0,"abl":0,"abort":0,"about":[0,1],"abov":[0,1],"abrupt":0,"absolut":0,"abstractmethod":0,"abus":0,"accept":[0,1],"access":[0,1],"access_token":[0,1,2],"accesstoken":0,"accord":0,"accordingli":0,"account":0,"account_cr":[0,1,2],"accumul":0,"achiev":0,"aclient":1,"aclos":[0,1,2],"acm":0,"across":0,"act":0,"acta":0,"action":0,"activ":[0,1,2],"active_documents_count":[0,1,2],"activedocumentscount":0,"activity_end":[0,1,2],"activity_handl":[0,1,2],"activity_handling_unspecifi":[0,1,2],"activity_start":[0,1,2],"activityend":[0,1,2],"activityenddict":[0,1,2],"activityhandl":[0,1,2],"activitystart":[0,1,2],"activitystartdict":[0,1,2],"ad":0,"adapt":0,"adaptation_phras":[0,1,2],"adaptationphras":0,"adapter_s":[0,1,2],"adapter_size_eight":[0,1,2],"adapter_size_four":[0,1,2],"adapter_size_on":[0,1,2],"adapter_size_sixteen":[0,1,2],"adapter_size_thirty_two":[0,1,2],"adapter_size_two":[0,1,2],"adapter_size_unspecifi":[0,1,2],"adapters":[0,1,2],"add":0,"add_watermark":[0,1,2],"addit":[0,1],"addition":0,"additional_config":[0,1,2],"additional_properti":[0,1,2],"additionalconfig":0,"additionalproperti":0,"address":0,"addwatermark":0,"adher":0,"adjac":0,"adjust":0,"adult":0,"aesthet":0,"affect":0,"after":[0,1],"ag":[0,1],"again":0,"against":0,"agent":[0,1,2],"agent_config":0,"aggreg":0,"aggregate_summary_fn":[0,1,2],"aggregatesummaryfn":0,"aggregation_metr":[0,1,2],"aggregation_metric_unspecifi":[0,1,2],"aggregation_output":[0,1,2],"aggregation_result":[0,1,2],"aggregationmetr":[0,1,2],"aggregationoutput":[0,1,2],"aggregationoutputdict":[0,1,2],"aggregationresult":[0,1,2],"aggregationresultdict":[0,1,2],"agreement":0,"ai":0,"aim":0,"aio":[0,1,2],"aiohttp":0,"aiohttp_client":[0,1,2],"aiohttpclient":0,"aip":0,"aiplatform":0,"algorithm":0,"alia":0,"align":0,"all":[0,1],"allow":0,"allow_adult":[0,1,2],"allow_al":[0,1,2],"allow_non":0,"allow_prominent_peopl":[0,1,2],"allowed_function_nam":[0,1,2],"allowedfunctionnam":0,"allowlist":[0,1],"along":0,"alongsid":0,"alpha":[0,1,2],"alphanumer":0,"alreadi":0,"also":[0,1],"altern":0,"alwai":[0,1],"amazon":0,"an":[0,1],"analog":1,"analyz":0,"anchor":0,"ani":[0,2],"anim":0,"anniversari":0,"annot":0,"anoth":0,"answer":0,"any_of":[0,1,2],"anyof":[0,1],"anyth":0,"apart":0,"api":0,"api_auth":[0,1,2],"api_cli":0,"api_client_":0,"api_kei":[0,1,2],"api_key_auth":[0,1,2],"api_key_config":[0,1,2],"api_key_secret":[0,1,2],"api_key_secret_vers":[0,1,2],"api_key_str":[0,1,2],"api_opt":0,"api_respons":0,"api_spec":[0,1,2],"api_spec_unspecifi":[0,1,2],"api_vers":[0,1,2],"apiauth":[0,1,2],"apiauthapikeyconfig":[0,1,2],"apiauthapikeyconfigdict":[0,1,2],"apiauthdict":[0,1,2],"apierror":[0,1],"apikei":0,"apikeyconfig":[0,1,2],"apikeyconfigdict":[0,1,2],"apikeysecret":0,"apikeysecretvers":0,"apikeystr":0,"apispec":[0,1,2],"apivers":0,"app":0,"appear":0,"append":0,"appli":[0,1],"applic":[0,1],"application_json":0,"appropri":0,"approxim":0,"ar":[0,1],"architectur":0,"area":0,"arg":[0,1,2],"arg1":0,"arg2":0,"argument":0,"arithmet":0,"armor":0,"arrai":[0,1,2],"arrang":0,"artifact":0,"as_imag":[0,1,2],"ask":1,"aspect":0,"aspect_ratio":[0,1,2],"aspect_ratio_eight_by_on":[0,1,2],"aspect_ratio_five_by_four":[0,1,2],"aspect_ratio_four_by_f":[0,1,2],"aspect_ratio_four_by_on":[0,1,2],"aspect_ratio_four_by_thre":[0,1,2],"aspect_ratio_nine_by_sixteen":[0,1,2],"aspect_ratio_one_by_eight":[0,1,2],"aspect_ratio_one_by_four":[0,1,2],"aspect_ratio_one_by_on":[0,1,2],"aspect_ratio_sixteen_by_nin":[0,1,2],"aspect_ratio_three_by_four":[0,1,2],"aspect_ratio_three_by_two":[0,1,2],"aspect_ratio_twenty_one_by_nin":[0,1,2],"aspect_ratio_two_by_thre":[0,1,2],"aspect_ratio_unspecifi":[0,1,2],"aspectratio":[0,1,2],"asr":0,"assess":0,"asset":[0,1,2],"assign":0,"assist":0,"associ":0,"assum":[0,1],"async":0,"async_cli":0,"async_client_arg":[0,1,2],"async_pag":1,"asyncag":0,"asyncbatch":0,"asynccach":0,"asyncchat":0,"asynccli":[0,1,2],"asyncclientarg":0,"asyncenviron":0,"asyncfil":0,"asyncfilesearchstor":0,"asyncgemininextgenag":[0,1,2],"asyncgemininextgenenviron":[0,1,2],"asyncgemininextgenenvironmentfil":0,"asyncgemininextgeninteract":[0,1,2],"asyncgemininextgentrigg":[0,1,2],"asyncgemininextgenwebhook":[0,1,2],"asynchron":0,"asyncinteract":0,"asyncio":1,"asynciter":0,"asyncl":[0,1,2],"asynclivemus":0,"asyncmodel":[0,1,2],"asyncoper":0,"asyncpag":0,"asyncsess":[0,1,2],"asyncstream":0,"asynctoken":[0,1,2],"asynctrigg":0,"asynctun":[0,1,2],"asyncwebhook":0,"attach":0,"attack":0,"attempt":[0,1,2],"attribut":0,"attrubit":0,"audienc":0,"audio":[0,1,2],"audio_bitrate_bp":[0,1,2],"audio_byt":0,"audio_chunk":[0,1,2],"audio_duration_second":[0,1,2],"audio_offset":[0,1,2],"audio_stream":0,"audio_stream_end":[0,1,2],"audio_timestamp":[0,1,2],"audio_track_extract":[0,1,2],"audio_transcript":[0,1,2],"audio_transcription_config":[0,1,2],"audiobitratebp":0,"audiochunk":[0,1,2],"audiochunkdict":[0,1,2],"audiodurationsecond":0,"audiooffset":0,"audioresponseformat":[0,1,2],"audioresponseformatdict":[0,1,2],"audiostreamend":0,"audiotimestamp":0,"audiotrackextract":0,"audiotranscript":0,"audiotranscriptionconfig":[0,1,2],"audiotranscriptionconfigdict":[0,1,2],"audiotranscriptionconfigmod":[0,1,2],"augment":0,"auth":0,"auth_config":[0,1,2],"auth_token":[0,1,2],"auth_typ":[0,1,2],"auth_type_unspecifi":[0,1,2],"authconfig":[0,1,2],"authconfigdict":[0,1,2],"authconfiggoogleserviceaccountconfig":[0,1,2],"authconfiggoogleserviceaccountconfigdict":[0,1,2],"authconfighttpbasicauthconfig":[0,1,2],"authconfighttpbasicauthconfigdict":[0,1,2],"authconfigoauthconfig":[0,1,2],"authconfigoauthconfigdict":[0,1,2],"authconfigoidcconfig":[0,1,2],"authconfigoidcconfigdict":[0,1,2],"authent":[0,1],"author":[0,1],"author_attribut":[0,1,2],"authorattribut":0,"authtoken":[0,1,2],"authtokendict":[0,1,2],"authtyp":[0,1,2],"auto":[0,1,2],"auto_mod":[0,1,2],"auto_trunc":[0,1,2],"autom":0,"automat":0,"automatic_activity_detect":[0,1,2],"automatic_function_cal":[0,1,2],"automatic_function_calling_histori":[0,1,2],"automaticactivitydetect":[0,1,2],"automaticactivitydetectiondict":[0,1,2],"automaticfunctioncal":0,"automaticfunctioncallingconfig":[0,1,2],"automaticfunctioncallingconfigdict":[0,1,2],"automaticfunctioncallinghistori":0,"automod":0,"autorat":0,"autorater_config":[0,1,2],"autorater_model":[0,1,2],"autorater_prompt":[0,1,2],"autorater_response_parse_config":[0,1,2],"autorater_scor":[0,1,2],"autoraterconfig":[0,1,2],"autoraterconfigdict":[0,1,2],"autoratermodel":0,"autoraterprompt":0,"autoraterresponseparseconfig":0,"autoraterscor":0,"autotrunc":0,"auxiliari":0,"avail":[0,1],"avatar":0,"avatar_config":[0,1,2],"avatar_nam":[0,1,2],"avatarconfig":[0,1,2],"avatarconfigdict":[0,1,2],"avatarnam":0,"averag":[0,1,2],"avg_logprob":[0,1,2],"avglogprob":0,"avoid":0,"await":[0,1],"awesom":0,"b":0,"b_flat_major_g_minor":[0,1,2],"b_major_a_flat_minor":[0,1,2],"back":[0,1],"backend":[0,1],"background":[0,1,2],"bad":1,"bagel":0,"bake":0,"balanc":[0,1,2],"bar":0,"barg":0,"base":0,"base64":0,"base64url":0,"base_ag":0,"base_environ":0,"base_model":[0,1,2],"base_step":[0,1,2],"base_teacher_model":[0,1,2],"base_url":[0,1,2],"base_url_resource_scop":[0,1,2],"baselin":[0,1,2],"baseline_response_field_nam":[0,1,2],"baselineresponsefieldnam":0,"basemodel":[0,1],"basemodul":0,"basestep":0,"baseteachermodel":0,"baseurl":0,"baseurlresourcescop":0,"basic":0,"bass":0,"batch":[0,2],"batch_job":[0,1,2],"batch_siz":[0,1,2],"batchjob":[0,1,2],"batchjobdestin":[0,1,2],"batchjobdestinationdict":[0,1,2],"batchjobdict":[0,1,2],"batchjoboutputinfo":[0,1,2],"batchjoboutputinfodict":[0,1,2],"batchjobsourc":[0,1,2],"batchjobsourcedict":[0,1,2],"batchsiz":0,"bb":0,"bcp":0,"bearer":1,"beat":0,"becaus":0,"becom":0,"been":0,"befor":[0,1],"begin":0,"begun":0,"behav":0,"behavior":[0,1,2],"behind":[0,1],"being":[0,1],"belong":0,"below":[0,1],"best":0,"beta":[0,1,2],"better":0,"between":[0,1],"beyond":0,"bia":0,"bias":0,"bidi":0,"bidigeneratecont":0,"bidigeneratecontentsetup":0,"biggest":0,"bigqueri":[0,1],"bigquery_destin":[0,1,2],"bigquery_output_t":[0,1,2],"bigquery_sourc":[0,1,2],"bigquery_uri":[0,1,2],"bigquerydestin":0,"bigqueryoutputt":0,"bigquerysourc":[0,1,2],"bigquerysourcedict":[0,1,2],"bigqueryuri":0,"bill":0,"billabl":0,"billable_character_count":[0,1,2],"billable_sum":[0,1,2],"billablecharactercount":0,"billablesum":0,"binari":0,"binary_color_threshold":[0,1,2],"binarycolorthreshold":0,"birthdai":0,"bit":0,"bit_rat":[0,1,2],"bitrat":0,"bleu":[0,1,2],"bleu_metric_valu":[0,1,2],"bleu_spec":[0,1,2],"bleumetricvalu":[0,1,2],"bleumetricvaluedict":[0,1,2],"bleuspec":[0,1,2],"bleuspecdict":[0,1,2],"blob":[0,1,2],"blob_id":0,"blobdict":[0,1,2],"block":[0,1,2],"block_high_and_abov":[0,1,2],"block_higher_and_abov":[0,1,2],"block_low_and_abov":[0,1,2],"block_medium_and_abov":[0,1,2],"block_non":[0,1,2],"block_only_extremely_high":[0,1,2],"block_only_high":[0,1,2],"block_prominent_peopl":[0,1,2],"block_reason":[0,1,2],"block_reason_messag":[0,1,2],"block_very_high_and_abov":[0,1,2],"blocked_reason_unspecifi":[0,1,2],"blockedreason":[0,1,2],"blocking_confid":[0,1,2],"blockingconfid":0,"blocklist":[0,1,2],"blockreason":0,"blockreasonmessag":0,"bloom":0,"blue":[0,1],"blueberri":0,"bodi":[0,2],"body_seg":[0,1,2],"bodyseg":0,"boldfac":0,"bool":0,"bool_valu":[0,1,2],"boolean":[0,1,2],"boolvalu":0,"boston":1,"both":[0,1],"bound":0,"bouquet":0,"bp":0,"bpm":[0,1,2],"bq":[0,1],"bqdatasetid":0,"bqtableid":0,"branch":0,"brass":1,"break":0,"breakdown":0,"bright":[0,1,2],"browser":0,"brush":0,"bucket":[0,1,2],"budget":0,"buffer":0,"build":0,"builder":0,"built":[0,1],"bullet":0,"bulli":0,"bypass":[0,1],"byte":[0,1],"c":0,"c_major_a_minor":[0,1,2],"ca":1,"cach":[0,2],"cache_tokens_detail":[0,1,2],"cached_cont":[0,1,2],"cached_content_token_count":[0,1,2],"cachedcont":[0,1,2],"cachedcontentdict":[0,1,2],"cachedcontenttokencount":0,"cachedcontentusagemetadata":[0,1,2],"cachedcontentusagemetadatadict":[0,1,2],"cachetokensdetail":0,"calcul":0,"calendar":0,"call":0,"callabl":0,"camel":0,"can":[0,1],"cancel":[0,1,2],"cancelbatchjobconfig":[0,1,2],"cancelbatchjobconfigdict":[0,1,2],"canceltuningjobconfig":[0,1,2],"canceltuningjobconfigdict":[0,1,2],"canceltuningjobrespons":[0,1,2],"canceltuningjobresponsedict":[0,1,2],"candid":[0,1,2],"candidate_count":[0,1,2],"candidate_response_field_nam":[0,1,2],"candidatecount":0,"candidatedict":[0,1,2],"candidateresponsefieldnam":0,"candidates_token_count":[0,1,2],"candidates_tokens_detail":[0,1,2],"candidatestokencount":0,"candidatestokensdetail":0,"cannot":0,"canon":1,"capabl":[0,1],"capac":0,"capit":[0,1],"card":0,"carri":0,"cartoon":1,"case":[0,1],"caseinsensitiveenum":0,"cat":[0,1],"cat_driv":1,"categori":[0,1,2],"caus":0,"caution":0,"celebr":0,"central1":[0,1],"certain":0,"chang":0,"char":0,"charact":0,"charg":0,"chat":[0,2],"check":[0,1],"checker":0,"checkpoint":[0,1,2],"checkpoint_id":[0,1,2],"checkpoint_interv":[0,1,2],"checkpointdict":[0,1,2],"checkpointid":0,"checkpointinterv":0,"child":0,"children":0,"chines":0,"choic":0,"choos":0,"chosen":0,"chosen_candid":[0,1,2],"chosencandid":0,"chunk":[0,1],"chunk_id":[0,1,2],"chunkid":0,"chunking_config":[0,1,2],"chunkingconfig":[0,1,2],"chunkingconfigdict":[0,1,2],"citat":[0,1,2],"citation_metadata":[0,1,2],"citationdict":[0,1,2],"citationmetadata":[0,1,2],"citationmetadatadict":[0,1,2],"citi":1,"civic":0,"claim":0,"class":[0,1],"classic":0,"classmethod":0,"clean":1,"cleanup":0,"clear":[0,1],"client":2,"client_arg":[0,1,2],"client_cont":[0,1,2],"client_mod":[0,1,2],"clientarg":0,"clientcont":0,"clientsess":[0,1],"clip":0,"clone":0,"close":[0,2],"closest":0,"cloud":[0,1],"cloud_run_reward_scor":[0,1,2],"cloud_run_uri":[0,1,2],"cloudrunrewardscor":0,"cloudrunuri":0,"cmek":0,"code":[0,1,2],"code_execut":[0,1,2],"code_execution_result":[0,1,2],"code_execution_reward_scor":[0,1,2],"codeexecut":0,"codeexecutionresult":[0,1,2],"codeexecutionresultdict":[0,1,2],"codeexecutionrewardscor":0,"codepoint":0,"coher":0,"collect":[0,1,2],"colon":0,"color":0,"com":[0,1],"combin":0,"come":0,"command":1,"comment":[0,1,2],"commit":0,"common":[0,1],"commun":0,"communication_tool":[0,1,2],"compar":0,"compat":0,"complet":[0,1,2],"completed_epoch_count":[0,1,2],"completed_st":1,"completed_step_count":[0,1,2],"completedepochcount":0,"completedstepcount":0,"completion_stat":[0,1,2],"completionstat":[0,1,2],"completionstatsdict":[0,1,2],"compli":0,"complianc":0,"composit":[0,1],"composite_reward_config":[0,1,2],"compositereinforcementtuningrewardconfig":[0,1,2],"compositereinforcementtuningrewardconfigdict":[0,1,2],"compositereinforcementtuningrewardconfigweightedrewardconfig":[0,1,2],"compositereinforcementtuningrewardconfigweightedrewardconfigdict":[0,1,2],"compositerewardconfig":0,"compress":0,"compression_qu":[0,1,2],"compressionqu":0,"compromis":0,"comput":0,"computation_based_metric_spec":[0,1,2],"computation_based_metric_type_unspecifi":[0,1,2],"computationbasedmetricspec":[0,1,2],"computationbasedmetricspecdict":[0,1,2],"computationbasedmetrictyp":[0,1,2],"compute_token":[0,1,2],"computer_us":[0,1,2],"computerout":0,"computerus":[0,1,2],"computerusedict":[0,1,2],"computetokensconfig":[0,1,2],"computetokensconfigdict":[0,1,2],"computetokensrequest":0,"computetokensrespons":[0,1,2],"computetokensresponsedict":[0,1,2],"computetokensresult":[0,1,2],"computetokensresultdict":[0,1,2],"concaten":0,"concis":0,"concise_anss":0,"concise_answ":0,"conduct":0,"confid":0,"confidence_scor":[0,1,2],"confidence_threshold":[0,1,2],"confidencescor":0,"confidencethreshold":0,"config":[0,2],"configur":[0,1],"conflict":0,"conform":0,"connect":[0,1,2],"consecut":[0,1],"consent":0,"consent_audio":[0,1,2],"consentaudio":0,"consid":[0,1],"consist":0,"consol":1,"const":0,"constitut":0,"constrain":0,"construct":0,"consum":0,"consumpt":0,"contain":[0,1],"content":[0,2],"content_typ":[0,1,2],"contentdict":[0,1,2],"contentembed":[0,1,2],"contentembeddingdict":[0,1,2],"contentembeddingstatist":[0,1,2],"contentembeddingstatisticsdict":[0,1,2],"contentreferenceimag":[0,1,2],"contentreferenceimagedict":[0,1,2],"contents_per_example_distribut":[0,1,2],"contentsperexampledistribut":0,"contenttyp":0,"contentunion":1,"context":0,"context_window_compress":[0,1,2],"contextu":0,"contextwindowcompress":0,"contextwindowcompressionconfig":[0,1,2],"contextwindowcompressionconfigdict":[0,1,2],"contin":1,"continu":0,"contribut":0,"control":[0,1],"control_image_config":[0,1,2],"control_reference_config":0,"control_typ":[0,1,2],"control_type_canni":[0,1,2],"control_type_default":[0,1,2],"control_type_face_mesh":[0,1,2],"control_type_scribbl":[0,1,2],"controlimageconfig":0,"controlreferenceconfig":[0,1,2],"controlreferenceconfigdict":[0,1,2],"controlreferenceimag":[0,1,2],"controlreferenceimagedict":[0,1,2],"controlreferencetyp":[0,1,2],"controltyp":0,"convei":0,"conveni":0,"convers":[0,1],"convert":[0,1],"cooki":[0,1],"copi":0,"core":0,"corpora":0,"corpu":0,"correct":0,"correct_answer_reward":[0,1,2],"correctanswerreward":0,"correctli":0,"correl":0,"correspond":0,"cost":0,"could":[0,1],"count":[0,2],"count_token":[0,1,2],"counter":0,"countri":0,"countryinfo":1,"counttokensconfig":[0,1,2],"counttokensconfigdict":[0,1,2],"counttokensrespons":[0,1,2],"counttokensresponsedict":[0,1,2],"counttokensresult":[0,1,2],"counttokensresultdict":[0,1,2],"cover":0,"cp":1,"creat":[0,2],"create_environ":[0,1,2],"create_tim":[0,1,2],"createauthtokenconfig":[0,1,2],"createauthtokenconfigdict":[0,1,2],"createauthtokenparamet":[0,1,2],"createauthtokenparametersdict":[0,1,2],"createbatchjobconfig":[0,1,2],"createbatchjobconfigdict":[0,1,2],"createcachedcontentconfig":[0,1,2],"createcachedcontentconfigdict":[0,1,2],"createembeddingsbatchjobconfig":[0,1,2],"createembeddingsbatchjobconfigdict":[0,1,2],"createfileconfig":[0,1,2],"createfileconfigdict":[0,1,2],"createfilerespons":[0,1,2],"createfileresponsedict":[0,1,2],"createfilesearchstoreconfig":[0,1,2],"createfilesearchstoreconfigdict":[0,1,2],"createtim":0,"createtuningjobconfig":[0,1,2],"createtuningjobconfigdict":[0,1,2],"createtuningjobparamet":[0,1,2],"createtuningjobparametersdict":[0,1,2],"creation":0,"creativ":0,"credenti":[0,1,2],"credential_secret":[0,1,2],"credentialsecret":0,"credit":0,"critiqu":0,"cron":0,"crop":[0,1,2],"crypto":1,"crypto_kei":0,"cryptokei":0,"cumul":0,"current":[0,1],"custom":0,"custom_base_model":[0,1,2],"custom_code_execution_result":[0,1,2],"custom_code_execution_spec":[0,1,2],"custom_code_parser_config":[0,1,2],"custom_config":[0,1,2],"custom_funct":[0,1,2],"custom_metadata":[0,1,2],"custom_output":[0,1,2],"custom_output_format_config":[0,1,2],"custom_vocabulari":[0,1,2],"custombasemodel":0,"customcodeexecutionresult":[0,1,2],"customcodeexecutionresultdict":[0,1,2],"customcodeexecutionspec":[0,1,2],"customcodeexecutionspecdict":[0,1,2],"customcodeparserconfig":0,"customconfig":0,"customfunct":0,"customized_avatar":[0,1,2],"customizedavatar":[0,1,2],"customizedavatardict":[0,1,2],"custommetadata":[0,1,2],"custommetadatadict":[0,1,2],"customoutput":[0,1,2],"customoutputdict":[0,1,2],"customoutputformatconfig":[0,1,2],"customoutputformatconfigdict":[0,1,2],"customvocabulari":0,"cut":0,"cyclic":0,"d":[0,1],"d_flat_major_b_flat_minor":[0,1,2],"d_major_b_minor":[0,1,2],"dai":[0,1,2],"danger":0,"dash":0,"data":[0,1,2],"data_modif":[0,1,2],"data_stor":[0,1,2],"data_store_spec":[0,1,2],"dataitem":0,"dataset":[0,1,2],"datasetdistribut":[0,1,2],"datasetdistributiondict":[0,1,2],"datasetdistributiondistributionbucket":[0,1,2],"datasetdistributiondistributionbucketdict":[0,1,2],"datasetstat":[0,1,2],"datasetstatsdict":[0,1,2],"datasset":0,"datastor":[0,1,2],"datastorespec":0,"datatrack":0,"datatyp":0,"date":0,"datetim":[0,1],"db":0,"debug":0,"debug_config":[0,1,2],"debugconfig":[0,1,2],"decid":0,"decim":0,"declar":0,"decod":0,"dedic":0,"def":[0,1,2],"default":[0,1,2],"default_checkpoint_id":[0,1,2],"defaultcheckpointid":0,"defin":[0,1],"definit":0,"degre":0,"delai":0,"delet":[0,2],"delete_environ":[0,1,2],"delete_job":1,"deletebatchjobconfig":[0,1,2],"deletebatchjobconfigdict":[0,1,2],"deletecachedcontentconfig":[0,1,2],"deletecachedcontentconfigdict":[0,1,2],"deletecachedcontentrespons":[0,1,2],"deletecachedcontentresponsedict":[0,1,2],"deletedocumentconfig":[0,1,2],"deletedocumentconfigdict":[0,1,2],"deletefileconfig":[0,1,2],"deletefileconfigdict":[0,1,2],"deletefilerespons":[0,1,2],"deletefileresponsedict":[0,1,2],"deletefilesearchstoreconfig":[0,1,2],"deletefilesearchstoreconfigdict":[0,1,2],"deletemodelconfig":[0,1,2],"deletemodelconfigdict":[0,1,2],"deletemodelrespons":[0,1,2],"deletemodelresponsedict":[0,1,2],"deleteresourcejob":[0,1,2],"deleteresourcejobdict":[0,1,2],"deliv":0,"deliveri":[0,1,2],"delivery_unspecifi":[0,1,2],"dens":0,"densiti":[0,1,2],"depend":[0,1],"deploi":0,"deployed_model_id":[0,1,2],"deployedmodelid":0,"deprec":[0,1,2],"depth":0,"deriv":0,"descend":0,"describ":0,"descript":[0,1,2],"design":0,"desktop":0,"dest":[0,1,2],"destin":[0,1],"detail":[0,1,2],"detect":0,"determin":0,"determinist":[0,1],"dev":[0,1],"develop":0,"deviat":0,"diariz":[0,1,2],"dict":0,"dictionari":[0,1],"did":0,"differ":[0,1],"digit":0,"dilat":0,"dimens":0,"direct":0,"directli":[0,1],"directori":0,"disabl":[0,2],"disable_attribut":[0,1,2],"disableattribut":0,"disabled_safety_polici":[0,1,2],"disabledsafetypolici":0,"disallow":0,"disconnect":0,"discourag":0,"discoveryengin":0,"disfluenc":0,"displai":[0,1],"display_nam":[0,1,2],"displaynam":0,"distanc":0,"distance_met":[0,1,2],"distancemet":0,"distil":[0,1,2],"distillation_data_stat":[0,1,2],"distillation_sampling_spec":[0,1,2],"distillation_spec":[0,1,2],"distillationdatastat":[0,1,2],"distillationdatastatsdict":[0,1,2],"distillationhyperparamet":[0,1,2],"distillationhyperparametersdict":[0,1,2],"distillationsamplingspec":[0,1,2],"distillationsamplingspecdict":[0,1,2],"distillationspec":[0,1,2],"distillationspecdict":[0,1,2],"distinguish":0,"distribut":0,"diverg":0,"divers":[0,1,2],"do":[0,1],"doc":[0,1],"docstr":0,"document":[0,1,2],"document_nam":[0,1,2],"document_ocr":[0,1,2],"documentdict":[0,1,2],"documentnam":0,"documentocr":0,"documentst":[0,1,2],"doe":0,"doesn":0,"dog":0,"domain":[0,1,2],"don":[0,1],"done":[0,1,2],"dont_allow":[0,1,2],"dot":0,"doubl":0,"down":0,"download":[0,1],"download_uri":[0,1,2],"downloadfileconfig":[0,1,2],"downloadfileconfigdict":[0,1,2],"downloadmediaconfig":[0,1,2],"downloadmediaconfigdict":[0,1,2],"downloaduri":0,"draft":0,"dri":0,"drive":[0,1],"driven":0,"drop":0,"dropped_example_indic":[0,1,2],"dropped_example_reason":[0,1,2],"droppedexampleindic":0,"droppedexamplereason":0,"drum":0,"due":0,"dump":0,"duplic":1,"durat":[0,1,2],"duration_second":[0,1,2],"durationsecond":0,"dure":0,"dynam":0,"dynamic_retrieval_config":[0,1,2],"dynamic_threshold":[0,1,2],"dynamicretrievalconfig":[0,1,2],"dynamicretrievalconfigdict":[0,1,2],"dynamicretrievalconfigmod":[0,1,2],"dynamicthreshold":0,"e":[0,1,2],"e_flat_major_c_minor":[0,1,2],"e_major_d_flat_minor":[0,1,2],"each":[0,1],"earlier":0,"east":0,"eb":0,"echo":0,"echo_target_languag":[0,1,2],"echotargetlanguag":0,"edit":0,"edit_imag":[0,1,2],"edit_mod":[0,1,2],"edit_mode_bgswap":[0,1,2],"edit_mode_controlled_edit":[0,1,2],"edit_mode_default":[0,1,2],"edit_mode_inpaint_insert":[0,1,2],"edit_mode_inpaint_remov":[0,1,2],"edit_mode_outpaint":[0,1,2],"edit_mode_product_imag":[0,1,2],"edit_mode_styl":[0,1,2],"editimageconfig":[0,1,2],"editimageconfigdict":[0,1,2],"editimagerespons":[0,1,2],"editimageresponsedict":[0,1,2],"editmod":[0,1,2],"effect":0,"effici":0,"effort":0,"either":[0,1],"elast":0,"elastic_search":[0,1,2],"elastic_search_param":[0,1,2],"elasticsearch":0,"elasticsearchparam":0,"elect":0,"eleg":0,"element":0,"elif":0,"elimin":0,"els":[0,1],"elsewher":0,"email":0,"emb":0,"embed":[0,1,2],"embed_cont":[0,1,2],"embedcont":0,"embedcontentbatch":[0,1,2],"embedcontentbatchdict":[0,1,2],"embedcontentconfig":[0,1,2],"embedcontentconfigdict":[0,1,2],"embedcontentmetadata":[0,1,2],"embedcontentmetadatadict":[0,1,2],"embedcontentparamet":[0,1,2],"embedcontentparametersdict":[0,1,2],"embedcontentrespons":[0,1,2],"embedcontentresponsedict":[0,1,2],"embedding_model":[0,1,2],"embeddingapityp":[0,1,2],"embeddingmodel":0,"embeddingsbatchjobsourc":[0,1,2],"embeddingsbatchjobsourcedict":[0,1,2],"emot":0,"empathet":0,"empti":0,"en":[0,1,2],"enabl":0,"enable_affective_dialog":[0,1,2],"enable_control_image_comput":[0,1,2],"enable_data_retent":[0,1,2],"enable_enhanced_civic_answ":[0,1,2],"enable_prompt_injection_detect":[0,1,2],"enable_widget":[0,1,2],"enable_zero_data_retent":[0,1,2],"enableaffectivedialog":0,"enablecontrolimagecomput":0,"enabledataretent":0,"enableenhancedcivicansw":0,"enablepromptinjectiondetect":0,"enablewidget":0,"enablezerodataretent":0,"encapsul":0,"encod":0,"encoded_polylin":[0,1,2],"encodedpolylin":0,"encount":0,"encourag":0,"encrypt":0,"encryption_spec":[0,1,2],"encryptionspec":[0,1,2],"encryptionspecdict":[0,1,2],"end":[0,1],"end_index":[0,1,2],"end_of_speech_sensit":[0,1,2],"end_of_turn":0,"end_offset":[0,1,2],"end_sensitivity_high":[0,1,2],"end_sensitivity_low":[0,1,2],"end_sensitivity_unspecifi":[0,1,2],"end_tim":[0,1,2],"endian":0,"endindex":0,"endoffset":0,"endofspeechsensit":0,"endpoint":[0,1,2],"endpointdict":[0,1,2],"endsensit":[0,1,2],"endtim":0,"enforc":0,"engag":1,"engin":[0,1,2],"english":0,"enhanc":0,"enhance_input_imag":[0,1,2],"enhance_prompt":[0,1,2],"enhanced_prompt":[0,1,2],"enhancedprompt":0,"enhanceinputimag":0,"enhanceprompt":0,"enough":0,"ensur":[0,1],"enter":0,"enterpris":[0,1,2],"enterprise_web_search":[0,1,2],"enterprisewebsearch":[0,1,2],"enterprisewebsearchdict":[0,1,2],"entir":0,"entiti":0,"entitylabel":[0,1,2],"entitylabeldict":[0,1,2],"entri":0,"enum":[0,2],"enumer":0,"env":[0,1],"environ":[0,1,2],"environment_brows":[0,1,2],"environment_desktop":[0,1,2],"environment_id":0,"environment_mobil":[0,1,2],"environment_unspecifi":[0,1,2],"ephemer":0,"epoch":[0,1,2],"epoch_count":[0,1,2],"epochcount":0,"equal":0,"equival":0,"error":[0,2],"errorev":0,"essenti":[0,1],"etc":0,"evalu":0,"evaluate_dataset_respons":[0,1,2],"evaluate_dataset_run":[0,1,2],"evaluate_interv":[0,1,2],"evaluatedatasetrespons":[0,1,2],"evaluatedatasetresponsedict":[0,1,2],"evaluatedatasetrun":[0,1,2],"evaluatedatasetrundict":[0,1,2],"evaluateinterv":0,"evaluation_config":[0,1,2],"evaluation_funct":[0,1,2],"evaluation_run":[0,1,2],"evaluation_run_id":0,"evaluationconfig":[0,1,2],"evaluationconfigdict":[0,1,2],"evaluationdataset":[0,1,2],"evaluationdatasetdict":[0,1,2],"evaluationfunct":0,"evaluationinst":0,"evaluationparserconfig":[0,1,2],"evaluationparserconfigcustomcodeparserconfig":[0,1,2],"evaluationparserconfigcustomcodeparserconfigdict":[0,1,2],"evaluationparserconfigdict":[0,1,2],"evaluationrun":0,"evaluationservic":0,"evel":0,"even":0,"event":[0,1],"event_id":0,"everi":0,"everlast":0,"evid":0,"ex":0,"exa":0,"exa_ai_search":[0,1,2],"exaaisearch":0,"exact":0,"exact_match":[0,1,2],"exact_match_metric_valu":[0,1,2],"exact_match_scor":[0,1,2],"exactli":0,"exactmatchmetricvalu":[0,1,2],"exactmatchmetricvaluedict":[0,1,2],"exactmatchscor":0,"exampl":[0,1,2],"exce":[0,1],"except":[0,1],"exception_if_mldev":[0,1,2],"exception_if_vertex":[0,1,2],"exceptionifmldev":0,"exceptionifvertex":0,"excerpt":0,"excess":0,"exchang":0,"exclud":0,"exclude_domain":[0,1,2],"excluded_predefined_funct":[0,1,2],"excludedomain":0,"excludedpredefinedfunct":0,"exclus":0,"execut":[0,1],"executable_cod":[0,1,2],"executablecod":[0,1,2],"executablecodedict":[0,1,2],"executeextensionrequest":0,"execution_timeout_second":0,"exist":0,"exit":[0,1],"exp":0,"exp_bas":[0,1,2],"expbas":0,"expect":[0,1],"expens":0,"experi":[0,1,2],"experiment":[0,2],"expir":0,"expiration_tim":[0,1,2],"expirationtim":0,"expire_tim":[0,1,2],"expiretim":0,"explain":[0,1],"explan":[0,1,2],"explicit":0,"explicit_vad_sign":[0,1,2],"explicitli":[0,1],"explicitvadsign":0,"explor":0,"export":[0,1],"export_last_checkpoint_onli":[0,1,2],"exportlastcheckpointonli":0,"expos":[0,1],"express":[0,1,2],"extend":0,"extens":[0,1],"extern":0,"external_api":[0,1,2],"externalapi":[0,1,2],"externalapidict":[0,1,2],"externalapielasticsearchparam":[0,1,2],"externalapielasticsearchparamsdict":[0,1,2],"externalapisimplesearchparam":[0,1,2],"externalapisimplesearchparamsdict":[0,1,2],"extra":0,"extra_bodi":[0,1,2],"extra_head":0,"extra_queri":0,"extrabodi":0,"extract":0,"extrem":0,"f":[0,1],"f_major_d_minor":[0,1,2],"face":0,"facebook":0,"facilit":0,"factor":0,"factual":0,"fail":[0,1,2],"failed_count":[0,1,2],"failed_documents_count":[0,1,2],"failed_precondit":0,"failedcount":0,"faileddocumentscount":0,"failur":0,"fallback":0,"fals":[0,1],"fashion":0,"fast":[0,1,2],"favorit":0,"featur":[0,1],"feature_selection_prefer":[0,1,2],"feature_selection_preference_unspecifi":[0,1,2],"featureselectionprefer":[0,1,2],"fetch":0,"fetch_polici":0,"fetchpredictoperationconfig":[0,1,2],"fetchpredictoperationconfigdict":[0,1,2],"few":[0,1],"fewer":0,"field":[0,1],"field_nam":0,"fieldinfo":0,"file":[0,2],"file1":1,"file2":1,"file3":1,"file_data":[0,1,2],"file_id":[0,1,2],"file_info":1,"file_nam":[0,1,2],"file_path":0,"file_search":[0,1,2],"file_search_stor":[0,1,2],"file_search_store_id":0,"file_search_store_nam":[0,1,2],"file_uri":[0,1,2],"filedata":[0,1,2],"filedatadict":[0,1,2],"filedict":[0,1,2],"fileid":0,"filenam":0,"filesearch":[0,1,2],"filesearchdict":[0,1,2],"filesearchstor":[0,1,2],"filesearchstoredict":[0,1,2],"filesearchstorenam":0,"filesourc":[0,1,2],"filest":[0,1,2],"filestatu":[0,1,2],"filestatusdict":[0,1,2],"fileuri":0,"fill":0,"filler":0,"filter":[0,1,2],"filtered_prompt":[0,1,2],"filtered_reason":[0,1,2],"filteredprompt":0,"filteredreason":0,"final":0,"financi":0,"financial_transact":[0,1,2],"find":0,"fine":[0,1],"finer":0,"finish":[0,1,2],"finish_messag":[0,1,2],"finish_reason":[0,1,2],"finish_reason_unspecifi":[0,1,2],"finishmessag":0,"finishreason":[0,1,2],"first":0,"first_pag":[0,1,2],"firstpag":0,"fit":0,"fix":[0,1],"flag":0,"flag_content_uri":[0,1,2],"flagcontenturi":0,"flash":[0,1],"flat":0,"flex":[0,1,2],"flip":0,"flip_en":[0,1,2],"flipen":0,"float":0,"floral":0,"flow":0,"flower":0,"fluenci":0,"fluent":0,"fly":1,"focus":0,"follow":[0,1],"foo":0,"forbidden":0,"forc":[0,1,2],"forecast":0,"foreground":[0,1,2],"fork":0,"form":0,"formal":1,"format":[0,1,2],"four":0,"fp":[0,1,2],"fr":0,"fraction":0,"frame":[0,1],"franc":0,"francisco":1,"french":0,"frequenc":0,"frequency_penalti":[0,1,2],"frequencypenalti":0,"freshli":0,"from":[0,1],"from_api_respons":[0,1,2],"from_byt":[0,1,2],"from_cal":[0,1,2],"from_callable_with_api_opt":[0,1,2],"from_code_execution_result":[0,1,2],"from_environ":0,"from_executable_cod":[0,1,2],"from_fil":[0,1,2],"from_function_cal":[0,1,2],"from_function_respons":[0,1,2],"from_json_schema":[0,1,2],"from_mcp_respons":[0,1,2],"from_text":[0,1,2],"from_uri":[0,1,2],"frustrat":0,"full":0,"full_fine_tuning_spec":[0,1,2],"fullfinetuningspec":[0,1,2],"fullfinetuningspecdict":[0,1,2],"fulli":0,"function":0,"function_cal":[0,1,2],"function_call_cont":1,"function_call_part":1,"function_calling_config":[0,1,2],"function_declar":[0,1,2],"function_respons":[0,1,2],"function_response_cont":1,"function_response_part":1,"function_result":1,"functioncal":[0,1,2],"functioncalldict":[0,1,2],"functioncallingconfig":[0,1,2],"functioncallingconfigdict":[0,1,2],"functioncallingconfigmod":[0,1,2],"functiondeclar":[0,1,2],"functiondeclarationdict":[0,1,2],"functionrespons":[0,1,2],"functionresponseblob":[0,1,2],"functionresponseblobdict":[0,1,2],"functionresponsedict":[0,1,2],"functionresponsefiledata":[0,1,2],"functionresponsefiledatadict":[0,1,2],"functionresponsepart":[0,1,2],"functionresponsepartdict":[0,1,2],"functionresponseschedul":[0,1,2],"further":0,"futur":0,"g":[0,1],"g_flat_major_e_flat_minor":[0,1,2],"g_major_e_minor":[0,1,2],"gao":[1,2],"gap":0,"gatewai":1,"gb":0,"gc":[0,1],"gcloud":1,"gcp":0,"gcs_destin":[0,1,2],"gcs_output_directori":[0,1,2],"gcs_sourc":[0,1,2],"gcs_uri":[0,1,2],"gcsdestin":[0,1,2],"gcsdestinationdict":[0,1,2],"gcsoutputdirectori":0,"gcssourc":[0,1,2],"gcssourcedict":[0,1,2],"gcsuri":0,"gdp":1,"gemini":0,"gemini_api":0,"gemini_api_kei":1,"geminiapi":[0,1],"gemininextgenag":[0,1,2],"gemininextgenenviron":[0,1,2],"gemininextgenenvironmentfil":0,"gemininextgeninteract":[0,1,2],"gemininextgentrigg":[0,1,2],"gemininextgenwebhook":[0,1,2],"geminipreferenceexampl":[0,1,2],"geminipreferenceexamplecomplet":[0,1,2],"geminipreferenceexamplecompletiondict":[0,1,2],"geminipreferenceexampledict":[0,1,2],"gemma":0,"genai":[1,2],"genaierror":0,"genaituningservic":0,"gener":[0,2],"generate_audio":[0,1,2],"generate_cont":[0,2],"generate_content_stream":[0,1,2],"generate_imag":[0,1,2],"generate_video":[0,1,2],"generateaudio":0,"generatecont":0,"generatecontentconfig":[0,1,2],"generatecontentconfigdict":[0,1,2],"generatecontentrequest":0,"generatecontentrespons":[0,1,2],"generatecontentresponsedict":[0,1,2],"generatecontentresponsepromptfeedback":[0,1,2],"generatecontentresponsepromptfeedbackdict":[0,1,2],"generatecontentresponseusagemetadata":[0,1,2],"generatecontentresponseusagemetadatadict":[0,1,2],"generated_audio_safeti":[0,1,2],"generated_content_blocklist":[0,1,2],"generated_content_prohibit":[0,1,2],"generated_content_safeti":[0,1,2],"generated_imag":[0,1,2],"generated_image_celebr":[0,1,2],"generated_image_identifiable_peopl":[0,1,2],"generated_image_minor":[0,1,2],"generated_image_prohibit":[0,1,2],"generated_image_prominent_people_detected_by_rewrit":[0,1,2],"generated_image_safeti":[0,1,2],"generated_mask":[0,1,2],"generated_oth":[0,1,2],"generated_video":[0,1,2],"generated_video_safeti":[0,1,2],"generatedcont":0,"generatedimag":[0,1,2],"generatedimagedict":[0,1,2],"generatedimagemask":[0,1,2],"generatedimagemaskdict":[0,1,2],"generatedmask":0,"generatedvideo":[0,1,2],"generatedvideodict":[0,1,2],"generateimagesconfig":[0,1,2],"generateimagesconfigdict":[0,1,2],"generateimagesrespons":[0,1,2],"generateimagesresponsedict":[0,1,2],"generatevideosconfig":[0,1,2],"generatevideosconfigdict":[0,1,2],"generatevideosoper":[0,1,2],"generatevideosrespons":[0,1,2],"generatevideosresponsedict":[0,1,2],"generatevideossourc":[0,1,2],"generatevideossourcedict":[0,1,2],"generation_complet":[0,1,2],"generation_config":[0,1,2],"generationcomplet":0,"generationconfig":[0,1,2],"generationconfigdict":[0,1,2],"generationconfigroutingconfig":[0,1,2],"generationconfigroutingconfigautoroutingmod":[0,1,2],"generationconfigroutingconfigautoroutingmodedict":[0,1,2],"generationconfigroutingconfigdict":[0,1,2],"generationconfigroutingconfigmanualroutingmod":[0,1,2],"generationconfigroutingconfigmanualroutingmodedict":[0,1,2],"generationconfigthinkingconfig":[0,1,2],"generationconfigthinkingconfigdict":[0,1,2],"generativeai":[0,1],"genericalia":0,"geospati":0,"get":[0,2],"get_current_weath":1,"get_environ":[0,1,2],"get_environment_fil":[],"get_weather_by_loc":1,"getaccesstoken":0,"getbatchjobconfig":[0,1,2],"getbatchjobconfigdict":[0,1,2],"getcachedcontentconfig":[0,1,2],"getcachedcontentconfigdict":[0,1,2],"getdocumentconfig":[0,1,2],"getdocumentconfigdict":[0,1,2],"getfileconfig":[0,1,2],"getfileconfigdict":[0,1,2],"getfilesearchstoreconfig":[0,1,2],"getfilesearchstoreconfigdict":[0,1,2],"getmodelconfig":[0,1,2],"getmodelconfigdict":[0,1,2],"getopenidtoken":0,"getoperationconfig":[0,1,2],"getoperationconfigdict":[0,1,2],"getproxi":1,"getter":1,"gettuningjobconfig":[0,1,2],"gettuningjobconfigdict":[0,1,2],"github":[0,1],"give":1,"given":[0,1],"gl":0,"gmail":0,"go":0,"go_awai":[0,1,2],"goawai":0,"goe":0,"goo":0,"good":0,"googl":0,"google_api_kei":[0,1],"google_cloud_loc":[0,1],"google_cloud_project":[0,1],"google_genai":0,"google_genai_use_enterpris":[0,1],"google_map":[0,1,2],"google_maps_uri":[0,1,2],"google_maps_widget_context_token":[0,1,2],"google_search":[0,1,2],"google_search_dynamic_retrieval_scor":[0,1,2],"google_search_imag":[0,1,2],"google_search_retriev":[0,1,2],"google_search_web":[0,1,2],"google_service_account_auth":[0,1,2],"google_service_account_config":[0,1,2],"googleapi":[0,1],"googlemap":[0,1,2],"googlemapsdict":[0,1,2],"googlemapsgroundingtyp":[0,1,2],"googlemapsgroundingtypesdict":[0,1,2],"googlemapsplac":[0,1,2],"googlemapsplacesdict":[0,1,2],"googlemapsrout":[0,1,2],"googlemapsroutingdict":[0,1,2],"googlemapsuri":0,"googlemapswidgetcontexttoken":0,"googlerpcstatu":[0,1,2],"googlerpcstatusdict":[0,1,2],"googlesearch":[0,1,2],"googlesearchdict":[0,1,2],"googlesearchdynamicretrievalscor":0,"googlesearchretriev":[0,1,2],"googlesearchretrievaldict":[0,1,2],"googleserviceaccountconfig":0,"googlesql":0,"googletyped":[0,1,2],"googletypedatedict":[0,1,2],"grammat":0,"grant":0,"greater":0,"green":0,"gregorian":0,"ground":0,"grounding_chunk":[0,1,2],"grounding_chunk_indic":[0,1,2],"grounding_metadata":[0,1,2],"grounding_support":[0,1,2],"grounding_typ":[0,1,2],"groundingchunk":[0,1,2],"groundingchunkcustommetadata":[0,1,2],"groundingchunkcustommetadatadict":[0,1,2],"groundingchunkdict":[0,1,2],"groundingchunkimag":[0,1,2],"groundingchunkimagedict":[0,1,2],"groundingchunkindic":0,"groundingchunkmap":[0,1,2],"groundingchunkmapsdict":[0,1,2],"groundingchunkmapsplaceanswersourc":[0,1,2],"groundingchunkmapsplaceanswersourcesauthorattribut":[0,1,2],"groundingchunkmapsplaceanswersourcesauthorattributiondict":[0,1,2],"groundingchunkmapsplaceanswersourcesdict":[0,1,2],"groundingchunkmapsplaceanswersourcesreviewsnippet":[0,1,2],"groundingchunkmapsplaceanswersourcesreviewsnippetdict":[0,1,2],"groundingchunkmapsrout":[0,1,2],"groundingchunkmapsroutedict":[0,1,2],"groundingchunkretrievedcontext":[0,1,2],"groundingchunkretrievedcontextdict":[0,1,2],"groundingchunkstringlist":[0,1,2],"groundingchunkstringlistdict":[0,1,2],"groundingchunkweb":[0,1,2],"groundingchunkwebdict":[0,1,2],"groundingfact":0,"groundingmetadata":[0,1,2],"groundingmetadatadict":[0,1,2],"groundingmetadatasourceflagginguri":[0,1,2],"groundingmetadatasourceflagginguridict":[0,1,2],"groundingsupport":[0,1,2],"groundingsupportdict":[0,1,2],"groundingtyp":0,"group":[0,1],"grpc":0,"gserviceaccount":0,"guarante":0,"guess_typ":1,"guid":0,"guidanc":[0,1,2],"guidance_scal":[0,1,2],"guidancescal":0,"ha":0,"had":0,"half":0,"hallucin":0,"handl":[0,2],"happen":0,"harass":0,"hardwar":0,"harm":0,"harm_block_method_unspecifi":[0,1,2],"harm_block_threshold_unspecifi":[0,1,2],"harm_category_civic_integr":[0,1,2],"harm_category_dangerous_cont":[0,1,2],"harm_category_harass":[0,1,2],"harm_category_hate_speech":[0,1,2],"harm_category_image_dangerous_cont":[0,1,2],"harm_category_image_h":[0,1,2],"harm_category_image_harass":[0,1,2],"harm_category_image_sexually_explicit":[0,1,2],"harm_category_jailbreak":[0,1,2],"harm_category_sexually_explicit":[0,1,2],"harm_category_unspecifi":[0,1,2],"harm_probability_unspecifi":[0,1,2],"harm_severity_high":[0,1,2],"harm_severity_low":[0,1,2],"harm_severity_medium":[0,1,2],"harm_severity_neglig":[0,1,2],"harm_severity_unspecifi":[0,1,2],"harmblockmethod":[0,1,2],"harmblockthreshold":[0,1,2],"harmcategori":[0,1,2],"harmprob":[0,1,2],"harmsever":[0,1,2],"has_end":[0,1,2],"has_succeed":[0,1,2],"has_union":[0,1,2],"hash":0,"hasunion":0,"hate":0,"hatr":0,"have":[0,1],"header":[0,1,2],"hello":[0,1],"help":0,"here":0,"hertz":0,"hi":[0,1,2],"hierarchi":0,"high":[0,1,2],"higher":0,"highest":0,"hindi":0,"hint":0,"histogram":0,"histori":0,"history_config":[0,1,2],"historyconfig":[0,1,2],"historyconfigdict":[0,1,2],"hit":0,"hold":0,"hologram":[0,1],"host":1,"hour":0,"how":0,"howev":[0,1],"html":0,"http":[0,1],"http_basic_auth":[0,1,2],"http_basic_auth_config":[0,1,2],"http_element_loc":[0,1,2],"http_in_bodi":[0,1,2],"http_in_cooki":[0,1,2],"http_in_head":[0,1,2],"http_in_path":[0,1,2],"http_in_queri":[0,1,2],"http_in_unspecifi":[0,1,2],"http_option":[0,1,2],"http_status_cod":[0,1,2],"httpbasicauthconfig":0,"httpelementloc":[0,1,2],"httpoption":[0,1,2],"httpoptionsdict":[0,1,2],"httprespons":[0,1,2],"httpresponsedict":[0,1,2],"httpretryopt":[0,1,2],"httpretryoptionsdict":[0,1,2],"https_proxi":1,"httpstatuscod":0,"httpx":[0,1],"httpx_async_cli":[0,1,2],"httpx_client":[0,1,2],"httpxasynccli":0,"httpxclient":0,"human":0,"hybrid":0,"hybrid_search":[0,1,2],"hybridsearch":0,"hyper":0,"hyper_paramet":[0,1,2],"hyperparamet":[0,1,2],"i":[0,1],"iam":0,"iana":0,"id":[0,1,2],"id_token":[0,1,2],"ident":[0,1,2],"identifi":0,"idl":[0,1,2],"idtoken":0,"ietf":0,"ignor":0,"ignore_call_histori":[0,1,2],"ignore_kei":[0,1,2],"ignorecallhistori":0,"ignorekei":0,"imag":[0,2],"image1_file_path":0,"image2_file_path":0,"image_byt":[0,1,2],"image_config":[0,1,2],"image_count":[0,1,2],"image_data":[0,1,2],"image_file_path":0,"image_mime_typ":[0,1,2],"image_oth":[0,1,2],"image_output_opt":[0,1,2],"image_preservation_factor":[0,1,2],"image_prohibited_cont":[0,1,2],"image_prohibited_input_cont":[0,1,2],"image_recit":[0,1,2],"image_s":[0,1,2],"image_safeti":[0,1,2],"image_search":[0,1,2],"image_search_queri":[0,1,2],"image_size_five_twelv":[0,1,2],"image_size_four_k":[0,1,2],"image_size_one_k":[0,1,2],"image_size_two_k":[0,1,2],"image_size_unspecifi":[0,1,2],"image_uri":[0,1,2],"imagebyt":0,"imageconfig":[0,1,2],"imageconfigdict":[0,1,2],"imageconfigimageoutputopt":[0,1,2],"imageconfigimageoutputoptionsdict":[0,1,2],"imagecount":0,"imagedata":0,"imagedict":[0,1,2],"imagemimetyp":0,"imagen":0,"imageoutputopt":0,"imagepreservationfactor":0,"imagepromptlanguag":[0,1,2],"imageresizemod":[0,1,2],"imageresponseformat":[0,1,2],"imageresponseformatdict":[0,1,2],"images":[0,1,2],"imagesearch":[0,1,2],"imagesearchdict":[0,1,2],"imagesearchqueri":0,"imageuri":0,"immedi":0,"immut":0,"implement":[0,1],"impli":0,"import":0,"importerror":0,"importfil":0,"importfileconfig":[0,1,2],"importfileconfigdict":[0,1,2],"importfileoper":[0,1,2],"importfilerespons":[0,1,2],"importfileresponsedict":[0,1,2],"improv":0,"in_progress":[0,1,2],"inact":0,"inappropri":0,"incit":0,"includ":[0,1],"include_domain":0,"include_input":0,"include_rai_reason":[0,1,2],"include_rubric_typ":0,"include_safety_attribut":[0,1,2],"include_server_side_tool_invoc":[0,1,2],"include_thought":[0,1,2],"includeraireason":0,"includesafetyattribut":0,"includeserversidetoolinvoc":0,"includethought":0,"inclus":0,"incompat":0,"incomplete_count":[0,1,2],"incompletecount":0,"incorrect":0,"increas":[0,1],"increment":0,"independ":0,"index":[0,1,2],"indic":0,"indirect":0,"individu":0,"infer":[0,1],"inferenc":1,"inference_generation_config":[0,1,2],"inferencegenerationconfig":0,"influenc":[0,1],"info":0,"infograph":1,"inform":[0,1],"ingest":0,"inherit":0,"initi":[0,1],"initial_delai":[0,1,2],"initial_history_in_client_cont":[0,1,2],"initialdelai":0,"initialhistoryinclientcont":0,"inject":0,"inlin":[0,1,2],"inline_data":[0,1,2],"inlined_embed_content_respons":[0,1,2],"inlined_embedding_respons":0,"inlined_request":[0,1,2],"inlined_respons":[0,1,2],"inlinedata":0,"inlinedembedcontentrespons":[0,1,2],"inlinedembedcontentresponsedict":[0,1,2],"inlinedrequest":[0,1,2],"inlinedrequestdict":[0,1,2],"inlinedrespons":[0,1,2],"inlinedresponsedict":[0,1,2],"inner":1,"inpaint":0,"input":0,"input_audio_transcript":[0,1,2],"input_image_celebr":[0,1,2],"input_image_photo_realistic_child_prohibit":[0,1,2],"input_ip_prohibit":[0,1,2],"input_oth":[0,1,2],"input_text_contain_prominent_person_prohibit":[0,1,2],"input_text_ncii_prohibit":[0,1,2],"input_token_limit":[0,1,2],"input_transcript":[0,1,2],"input_uri":[0,1,2],"inputaudiotranscript":0,"inputtokenlimit":0,"inputtranscript":0,"inputuri":0,"insert":[0,1,2],"insid":0,"insignific":0,"instal":0,"instanc":0,"instanti":0,"instead":[0,1],"instruct":0,"instruction_following_v1":0,"instrument":1,"instrumentenum":1,"int":[0,1],"int32":0,"int64":0,"integ":[0,1,2],"integr":[0,1],"intend":0,"interact":[0,1,2],"interaction_statu":[0,1,2],"interaction_status_unspecifi":[0,1,2],"interactioncompletedev":0,"interactioncreatedev":0,"interactionstatu":[0,1,2],"interactionstatusupd":0,"interfac":1,"interim_input_transcript":[0,1,2],"interiminputtranscript":0,"interleav":0,"intermedi":0,"intern":0,"internet":0,"interpol":[0,1],"interpret":0,"interrupt":[0,1,2],"interv":[0,1,2],"intervaldict":[0,1,2],"invalid":[0,1],"invalid_argu":0,"invoc":[0,1],"invok":0,"io":[0,1],"ip":0,"irrelev":0,"is_vertex_ai":0,"isn":0,"iso":0,"issu":0,"item":[0,1,2],"iter":0,"its":[0,1],"itself":0,"j":0,"ja":[0,1,2],"jailbreak":[0,1,2],"japanes":0,"jitter":[0,1,2],"job":0,"job_state_cancel":[0,1,2],"job_state_expir":[0,1,2],"job_state_fail":[0,1,2],"job_state_partially_succeed":[0,1,2],"job_state_paus":[0,1,2],"job_state_pend":[0,1,2],"job_state_queu":[0,1,2],"job_state_run":[0,1,2],"job_state_succeed":[0,1,2],"job_state_unspecifi":[0,1,2],"job_state_upd":[0,1,2],"joberror":[0,1,2],"joberrordict":[0,1,2],"jobstat":[0,1,2],"jpeg":[0,1],"jpg":[0,1],"json":0,"json_match_express":[0,1,2],"json_path":[0,1,2],"json_schema":[0,1,2],"jsonl":[0,1],"jsonmatchexpress":0,"jsonpath":0,"jsonschema":[0,1,2],"jsonschematyp":[0,1,2],"judg":0,"judge_autorater_config":[0,1,2],"judge_model_system_instruct":[0,1,2],"judgeautoraterconfig":0,"judgemodelsysteminstruct":0,"just":0,"jwt":0,"k":0,"keep":0,"kei":[0,1,2],"key_nam":[0,1,2],"key_r":0,"keyboard":1,"keynam":0,"keyr":0,"keyword":0,"kind":0,"kl":0,"km":0,"kms_key_nam":[0,1,2],"kmskeynam":0,"know":0,"knowledg":0,"known":0,"ko":[0,1,2],"korean":0,"kwarg":0,"label":[0,1,2],"lai":0,"landscap":[0,1,2],"languag":[0,1,2],"language_auto":[0,1,2],"language_cod":[0,1,2],"language_hint":[0,1,2],"language_unspecifi":[0,1,2],"languageauto":[0,1,2],"languageautodict":[0,1,2],"languagecod":0,"languagehint":[0,1,2],"languagehintsdict":[0,1,2],"larg":0,"larger":0,"largest":0,"last":0,"last_consumed_client_message_index":[0,1,2],"last_event_id":0,"last_fram":[0,1,2],"last_pag":[0,1,2],"last_version_id":0,"lastconsumedclientmessageindex":0,"lastfram":0,"lastpag":0,"lat_lng":[0,1,2],"latenc":0,"latent":0,"later":0,"latest":0,"latitud":[0,1,2],"latlng":[0,1,2],"latlngdict":[0,1,2],"latter":0,"lazi":0,"le":0,"lead":0,"leakag":0,"learn":0,"learning_r":[0,1,2],"learning_rate_multipli":[0,1,2],"learningr":0,"learningratemultipli":0,"least":0,"leav":1,"left":[0,1,2],"legaci":[0,1,2],"legal":0,"legal_terms_and_agr":[0,1,2],"len":0,"length":0,"less":0,"let":[0,1],"letter":0,"level":[0,1,2],"leverag":0,"librari":[0,1],"licens":[0,1,2],"lifecycl":0,"light":0,"like":[0,1],"likelihood":0,"limit":0,"line":0,"linear":0,"link":0,"list":[0,2],"list_environ":[0,1,2],"list_execut":[0,1,2],"listbatchjobsconfig":[0,1,2],"listbatchjobsconfigdict":[0,1,2],"listbatchjobsrespons":[0,1,2],"listbatchjobsresponsedict":[0,1,2],"listcachedcontentsconfig":[0,1,2],"listcachedcontentsconfigdict":[0,1,2],"listcachedcontentsrespons":[0,1,2],"listcachedcontentsresponsedict":[0,1,2],"listdocumentsconfig":[0,1,2],"listdocumentsconfigdict":[0,1,2],"listdocumentsrespons":[0,1,2],"listdocumentsresponsedict":[0,1,2],"listfil":0,"listfilesconfig":[0,1,2],"listfilesconfigdict":[0,1,2],"listfilesearchstoresconfig":[0,1,2],"listfilesearchstoresconfigdict":[0,1,2],"listfilesearchstoresrespons":[0,1,2],"listfilesearchstoresresponsedict":[0,1,2],"listfilesrespons":[0,1,2],"listfilesresponsedict":[0,1,2],"listmodelsconfig":[0,1,2],"listmodelsconfigdict":[0,1,2],"listmodelsconfigordict":0,"listmodelsrespons":[0,1,2],"listmodelsresponsedict":[0,1,2],"listtrigg":0,"listtriggerexecut":0,"listtuningjob":0,"listtuningjobsconfig":[0,1,2],"listtuningjobsconfigdict":[0,1,2],"listtuningjobsrespons":[0,1,2],"listtuningjobsresponsedict":[0,1,2],"listwebhook":0,"liter":0,"littl":0,"live":[1,2],"live_connect_constraint":[0,1,2],"live_constrained_paramet":0,"liveclientcont":[0,1,2],"liveclientcontentdict":[0,1,2],"liveclientmessag":[0,1,2],"liveclientmessagedict":[0,1,2],"liveclientrealtimeinput":[0,1,2],"liveclientrealtimeinputdict":[0,1,2],"liveclientsetup":[0,1,2],"liveclientsetupdict":[0,1,2],"liveclienttoolrespons":[0,1,2],"liveclienttoolresponsedict":[0,1,2],"liveconnectconfig":[0,1,2],"liveconnectconfigdict":[0,1,2],"liveconnectconstraint":[0,1,2],"liveconnectconstraintsdict":[0,1,2],"liveconnectparamet":[0,1,2],"liveconnectparametersdict":[0,1,2],"liveephemeralparamet":0,"livegeneratecontentsetup":0,"livemusicclientcont":[0,1,2],"livemusicclientcontentdict":[0,1,2],"livemusicclientmessag":[0,1,2],"livemusicclientmessagedict":[0,1,2],"livemusicclientsetup":[0,1,2],"livemusicclientsetupdict":[0,1,2],"livemusicconnectparamet":[0,1,2],"livemusicconnectparametersdict":[0,1,2],"livemusicfilteredprompt":[0,1,2],"livemusicfilteredpromptdict":[0,1,2],"livemusicgenerationconfig":[0,1,2],"livemusicgenerationconfigdict":[0,1,2],"livemusicplaybackcontrol":[0,1,2],"livemusicservercont":[0,1,2],"livemusicservercontentdict":[0,1,2],"livemusicservermessag":[0,1,2],"livemusicservermessagedict":[0,1,2],"livemusicserversetupcomplet":[0,1,2],"livemusicserversetupcompletedict":[0,1,2],"livemusicsetconfigparamet":[0,1,2],"livemusicsetconfigparametersdict":[0,1,2],"livemusicsetupcomplet":0,"livemusicsetweightedpromptsparamet":[0,1,2],"livemusicsetweightedpromptsparametersdict":[0,1,2],"livemusicsourcemetadata":[0,1,2],"livemusicsourcemetadatadict":[0,1,2],"livesendrealtimeinputparamet":[0,1,2],"livesendrealtimeinputparametersdict":[0,1,2],"liveservercont":[0,1,2],"liveservercontentdict":[0,1,2],"liveservergoawai":[0,1,2],"liveservergoawaydict":[0,1,2],"liveservermessag":[0,1,2],"liveservermessagedict":[0,1,2],"liveserversessionresumptionupd":[0,1,2],"liveserversessionresumptionupdatedict":[0,1,2],"liveserversetupcomplet":[0,1,2],"liveserversetupcompletedict":[0,1,2],"liveservertoolcal":[0,1,2],"liveservertoolcallcancel":[0,1,2],"liveservertoolcallcancellationdict":[0,1,2],"liveservertoolcalldict":[0,1,2],"llm":0,"llm_based_metric_spec":[0,1,2],"llm_ranker":[0,1,2],"llmbasedmetricspec":[0,1,2],"llmbasedmetricspecdict":[0,1,2],"llmranker":0,"load":0,"local":0,"locat":[0,1,2],"lock":0,"lock_additional_field":[0,1,2],"lockadditionalfield":0,"log":0,"log_prob":[0,1,2],"log_probability_sum":[0,1,2],"logarithm":0,"logic":0,"logprob":[0,1,2],"logprobabilitysum":0,"logprobs_result":[0,1,2],"logprobsresult":[0,1,2],"logprobsresultcandid":[0,1,2],"logprobsresultcandidatedict":[0,1,2],"logprobsresultdict":[0,1,2],"logprobsresulttopcandid":[0,1,2],"logprobsresulttopcandidatesdict":[0,1,2],"london":[0,1],"long":0,"longer":[0,1],"longitud":[0,1,2],"look":0,"lookup":0,"loop":1,"lora":0,"lose":0,"loss":0,"lossless":[0,1,2],"lot":0,"low":[0,1,2],"lower":[0,1],"lowercas":0,"m":1,"machin":0,"made":0,"mai":[0,1],"main":[0,1],"maintain":0,"major":0,"make":[0,1],"malformed_function_cal":[0,1,2],"man":0,"manag":0,"mani":0,"manual":0,"manual_mod":[0,1,2],"manualmod":0,"map":[0,1,2],"mark":0,"markdown":0,"marker":0,"marketplac":0,"mask":[0,1,2],"mask_dil":[0,1,2],"mask_imag":0,"mask_image_config":[0,1,2],"mask_mod":[0,1,2],"mask_mode_background":[0,1,2],"mask_mode_default":[0,1,2],"mask_mode_foreground":[0,1,2],"mask_mode_semant":[0,1,2],"mask_mode_user_provid":[0,1,2],"mask_ref_imag":[0,1],"mask_reference_config":0,"maskdil":0,"maskimageconfig":0,"maskmod":0,"maskreferenceconfig":[0,1,2],"maskreferenceconfigdict":[0,1,2],"maskreferenceimag":[0,1,2],"maskreferenceimagedict":[0,1,2],"maskreferencemod":[0,1,2],"master":0,"match":[0,1],"match_oper":[0,1,2],"match_operation_unspecifi":[0,1,2],"matchoper":[0,1,2],"materi":0,"math":0,"matter":0,"matur":0,"max":[0,1,2],"max_age_second":0,"max_consecutive_failur":0,"max_delai":[0,1,2],"max_item":[0,1,2],"max_length":[0,1,2],"max_output_token":[0,1,2],"max_overlap_token":[0,1,2],"max_predict":[0,1,2],"max_properti":[0,1,2],"max_regeneration_reach":[0,1,2],"max_result":[0,1,2],"max_temperatur":[0,1,2],"max_token":[0,1,2],"max_tokens_per_chunk":[0,1,2],"maxdelai":0,"maximum":[0,1,2],"maximum_remote_cal":[0,1,2],"maximumm":0,"maximumremotecal":0,"maxitem":0,"maxlength":0,"maxoutputtoken":0,"maxoverlaptoken":0,"maxpredict":0,"maxproperti":0,"maxresult":0,"maxtemperatur":0,"maxtokensperchunk":0,"mcp":0,"mcp_server":[0,1,2],"mcpserver":[0,1,2],"mcpserverdict":[0,1,2],"me":1,"mean":[0,1,2],"meaning":0,"meant":0,"measur":0,"mechan":0,"media":[0,1,2],"media_chunk":[0,1,2],"media_id":[0,1,2],"media_process":[0,1,2],"media_processing_unspecifi":[0,1,2],"media_resolut":[0,1,2],"media_resolution_high":[0,1,2],"media_resolution_low":[0,1,2],"media_resolution_medium":[0,1,2],"media_resolution_ultra_high":[0,1,2],"media_resolution_unspecifi":[0,1,2],"mediachunk":0,"mediaid":0,"mediamod":[0,1,2],"median":[0,1,2],"mediaprocess":[0,1,2],"mediaresolut":[0,1,2],"medium":[0,1,2],"meet":0,"member":0,"memor":0,"mention":0,"merg":0,"messag":[0,2],"metadata":[0,1,2],"metadata_filt":[0,1,2],"metadatafilt":0,"meter":0,"method":[0,1,2],"metric":[0,1,2],"metric_prompt_templ":[0,1,2],"metric_spec_nam":[0,1,2],"metric_spec_paramet":[0,1,2],"metricdict":[0,1,2],"metricprompttempl":0,"metricresult":0,"metricspecnam":0,"metricspecparamet":0,"microphon":0,"might":[0,1],"millisecond":0,"mime":[0,1],"mime_typ":[0,1,2],"mimetyp":[0,1],"min":[0,1,2],"min_item":[0,1,2],"min_length":[0,1,2],"min_properti":[0,1,2],"minim":[0,1,2],"minimum":[0,1,2],"minitem":0,"minlength":0,"minor":0,"minproperti":0,"minut":0,"miss":0,"mission":0,"mix":0,"mixtur":0,"mldev":0,"mobil":0,"modal":[0,1,2],"modality_unspecifi":[0,1,2],"modalitytokencount":[0,1,2],"modalitytokencountdict":[0,1,2],"mode":[0,2],"mode_dynam":[0,1,2],"mode_unspecifi":[0,1,2],"model":2,"model_armor":[0,1,2],"model_armor_config":[0,1,2],"model_cont":0,"model_id":1,"model_nam":[0,1,2],"model_post_init":[0,1,2],"model_routing_prefer":[0,1,2],"model_selection_config":[0,1,2],"model_stag":[0,1,2],"model_stage_unspecifi":[0,1,2],"model_statu":[0,1,2],"model_turn":[0,1,2],"model_vers":[0,1,2],"modelarmorconfig":[0,1,2],"modelarmorconfigdict":[0,1,2],"modelcont":[0,1,2],"modeldict":[0,1,2],"modelnam":0,"modelroutingprefer":0,"modelselectionconfig":[0,1,2],"modelselectionconfigdict":[0,1,2],"modelstag":[0,1,2],"modelstatu":[0,1,2],"modelstatusdict":[0,1,2],"modelturn":0,"modelvers":0,"modif":0,"modul":[1,2],"moment":0,"month":[0,1,2],"more":[0,1],"most":0,"mostli":0,"mount":0,"mp3":0,"mp4":[0,1],"msg":0,"much":0,"multi":[0,1],"multi_speaker_voice_config":[0,1,2],"multimod":[0,1],"multimodal_embed":0,"multipl":[0,1],"multiplex":0,"multipli":0,"multispeakervoiceconfig":[0,1,2],"multispeakervoiceconfigdict":[0,1,2],"music":[0,1,2],"music_generation_config":[0,1,2],"music_generation_mod":[0,1,2],"music_generation_mode_unspecifi":[0,1,2],"musicgenerationconfig":0,"musicgenerationmod":[0,1,2],"must":[0,1],"mute_bass":[0,1,2],"mute_drum":[0,1,2],"mutebass":0,"mutedrum":0,"mutual":0,"my":[0,1],"my_enterprise_multimodal_dataset":1,"my_model":0,"myrequest":1,"n":0,"n1":0,"n3":0,"na":0,"naccess":0,"naddit":0,"naddition":0,"nall":0,"name":[0,1,2],"nand":0,"nani":0,"nanswer":0,"napi":0,"nassist":0,"nativ":0,"nattribut":0,"natur":0,"naudio":0,"nautomat":0,"navig":0,"nbe":0,"nbegin":0,"nby":0,"ncall":0,"ncase":0,"ncii":0,"nclient":0,"ncode":0,"ncompar":0,"ncompat":0,"nconfigur":0,"ncontain":0,"ncontent":0,"ncontext":0,"ncontrol":0,"ncorpu":0,"ncorrespond":0,"ncurrent":0,"ndai":0,"ndata":0,"ndatastor":0,"ndefault":0,"ndegre":0,"ndeprec":0,"ndesign":0,"ndimens":0,"ndisabl":0,"necessari":[0,1],"need":[0,1],"need_more_input":[0,1,2],"negative_prompt":[0,1,2],"negativeprompt":0,"neglig":[0,1,2],"nenable_control_image_comput":0,"nend":0,"nenum":0,"nenumer":0,"neon":[0,1],"network":0,"new":[0,1],"new_handl":[0,1,2],"new_session_expire_tim":[0,1,2],"newer":0,"newhandl":0,"newli":0,"newsessionexpiretim":0,"nexactli":0,"nexampl":0,"next":0,"next_pag":1,"next_page_token":[0,1,2],"nextgen":0,"nextpagetoken":0,"nfield":0,"nfile":0,"nfilter":0,"nfind":0,"nfor":0,"nfrom":0,"ngener":0,"ngeneratecont":0,"ngeneratecontentrespons":0,"ngoogl":0,"nhistori":0,"nhttp":0,"ni":0,"nif":0,"night":1,"nimag":0,"nin":0,"ninclud":0,"nindic":0,"nindividu":0,"nine":0,"ninform":0,"ninject":0,"ninsignific":0,"ninstanc":0,"ninstead":0,"ninstruct":0,"nit":0,"nl":0,"nl_question_answ":[0,1,2],"nmai":0,"nmake":0,"nmatch":0,"nmax":0,"nmessag":0,"nmethod":0,"nmetric":0,"nmime":0,"nmodel":0,"nnext":0,"nnot":0,"nnote":0,"nnsee":0,"no_auth":[0,1,2],"no_imag":[0,1,2],"no_interrupt":[0,1,2],"nobject":0,"node":0,"nof":0,"nois":0,"non":0,"non_block":[0,1,2],"none":[0,1,2],"nonetyp":0,"nonli":0,"nor":0,"normal":0,"north":0,"note":[0,1],"notebook":0,"notif":0,"now":[0,1],"npairwis":0,"npars":0,"npredict":0,"npresenc":0,"npretrain":0,"nproduct":0,"nprotojson":0,"nprovid":0,"npx":1,"nqueryplac":0,"nreinforcementtuningexampl":0,"nrepres":0,"nrespons":0,"nreturn":0,"nreward":0,"nsame":0,"nsandbox":0,"nsee":0,"nserver":0,"nstorag":0,"nsubject":0,"nsupport":0,"nsystem":0,"ntext":0,"nthat":0,"nthe":0,"nthese":0,"nthi":0,"nthree":0,"ntime":0,"nto":0,"ntoken":0,"ntool":0,"ntrain":0,"nturn":0,"ntype":0,"nuanc":0,"nucleu":0,"null":[0,1,2],"null_valu":[0,1,2],"nullabl":[0,1,2],"nullvalu":0,"num_hit":[0,1,2],"num_token":[0,1,2],"number":[0,1,2],"number_of_imag":[0,1,2],"number_of_video":[0,1,2],"number_valu":[0,1,2],"numberofimag":0,"numberofvideo":0,"numbervalu":0,"numer":0,"numeric_valu":[0,1,2],"numericvalu":0,"numhit":0,"numpi":0,"numtoken":0,"nunspecifi":0,"nuse":0,"nuser":0,"nwere":0,"nwgs84":0,"nwhen":0,"nwill":0,"nwith":0,"nwithin":0,"o":[0,1],"oa":0,"oauth":[0,1,2],"oauth_config":[0,1,2],"oauthconfig":0,"object":[0,1,2],"objection":0,"observ":0,"obtain":0,"occur":0,"ocr":0,"off":[0,1,2],"official_languag":1,"offset":0,"often":0,"oidc":0,"oidc_auth":[0,1,2],"oidc_config":[0,1,2],"oidcconfig":0,"ok":0,"old":0,"omit":0,"on_demand":[0,1,2],"on_demand_flex":[0,1,2],"on_demand_prior":[0,1,2],"onc":[0,1],"one":[0,1],"one_of":[0,1,2],"oneof":0,"ongo":[0,1],"onli":0,"onlin":0,"only_bass_and_drum":[0,1,2],"onlybassanddrum":0,"ontologi":0,"opaqu":0,"open":[0,1],"openapi":0,"openid":0,"oper":[0,1,2],"operation_nam":[0,1,2],"operationnam":0,"optim":[0,1,2],"option":0,"opu":0,"order":[0,1],"org":0,"organ":0,"orient":0,"origami":0,"origin":0,"oss":0,"other":[0,2],"otherwis":0,"out":0,"outcom":[0,1,2],"outcome_deadline_exceed":[0,1,2],"outcome_fail":[0,1,2],"outcome_ok":[0,1,2],"outcome_unspecifi":[0,1,2],"outpaint":[0,1,2],"output":[0,2],"output_audio_transcript":[0,1,2],"output_compression_qu":[0,1,2],"output_config":[0,1,2],"output_dimension":[0,1,2],"output_gcs_uri":[0,1,2],"output_image_ip_prohibit":[0,1,2],"output_info":[0,1,2],"output_mime_typ":[0,1,2],"output_token_limit":[0,1,2],"output_transcript":[0,1,2],"output_uri":[0,1,2],"output_uri_prefix":[0,1,2],"outputaudiotranscript":0,"outputcompressionqu":0,"outputconfig":[0,1,2],"outputconfigdict":[0,1,2],"outputdimension":0,"outputgcsuri":0,"outputinfo":[0,1,2],"outputinfodict":[0,1,2],"outputmimetyp":0,"outputtokenlimit":0,"outputtranscript":0,"outputuri":0,"outputuriprefix":0,"outsid":0,"over":0,"overal":0,"overall_reward":[0,1,2],"overallreward":0,"overlap":0,"overli":0,"overload":0,"overrid":0,"overridden":0,"override_replay_id":[0,1,2],"overridereplayid":0,"overs":0,"overwritten":0,"overwritten_threshold":[0,1,2],"overwrittenthreshold":0,"own":0,"ownership":0,"p5":[0,1,2],"p95":[0,1,2],"pad":[0,1,2],"page":0,"page_numb":[0,1,2],"page_s":[0,1,2],"page_span":[0,1,2],"page_token":[0,1,2],"pagenumb":0,"pager":0,"pages":0,"pagespan":0,"pagetoken":0,"pagin":0,"pai":0,"pair":0,"pairwis":0,"pairwise_choic":[0,1,2],"pairwise_choice_unspecifi":[0,1,2],"pairwise_metric_result":[0,1,2],"pairwisechoic":[0,1,2],"pairwisemetricresult":[0,1,2],"pairwisemetricresultdict":[0,1,2],"pairwisemetricspec":[0,1,2],"pairwisemetricspecdict":[0,1,2],"paragraph":0,"parallel":0,"parallel_ai_search":[0,1,2],"parallelaisearch":0,"param":0,"param1":0,"param2":0,"paramet":[0,1,2],"parameter_nam":[0,1,2],"parameternam":0,"parameters_json_schema":[0,1,2],"parametersjsonschema":0,"parent":[0,1,2],"pari":0,"parrot":0,"pars":[0,1,2],"parse_and_reduce_fn":[0,1,2],"parse_response_config":[0,1,2],"parse_typ":[0,1,2],"parseandreducefn":0,"parsed_response_conversion_scor":[0,1,2],"parsedresponseconversionscor":0,"parser":0,"parseresponseconfig":0,"parsetyp":0,"parsing_funct":[0,1,2],"parsingfunct":0,"part":[0,2],"part_index":[0,1,2],"part_metadata":[0,1,2],"partdict":[0,1,2],"parti":0,"partial":0,"partial_arg":[0,1,2],"partial_match":[0,1,2],"partialarg":[0,1,2],"partialargdict":[0,1,2],"particular":0,"particularli":0,"partindex":0,"partmediaresolut":[0,1,2],"partmediaresolutiondict":[0,1,2],"partmediaresolutionlevel":[0,1,2],"partmetadata":0,"partner":0,"partner_model_tuning_spec":[0,1,2],"partnermodeltuningspec":[0,1,2],"partnermodeltuningspecdict":[0,1,2],"partunion":1,"pass":[0,1],"password":[0,1],"path":[0,1],"pathlib":0,"pattern":[0,1,2],"paus":[0,1,2],"paywal":0,"pcm":0,"pdf":[0,1],"peft":0,"pem":1,"penal":0,"pending_documents_count":[0,1,2],"pendingdocumentscount":0,"peopl":0,"per":0,"perceiv":0,"percentag":0,"percentil":0,"percentile_p90":[0,1,2],"percentile_p95":[0,1,2],"percentile_p99":[0,1,2],"percuss":1,"perform":[0,1],"permiss":0,"person":0,"person_gener":[0,1,2],"person_imag":[0,1,2],"persongener":[0,1,2],"personimag":0,"pet":0,"petal":0,"philschmid":1,"phish_block_threshold_unspecifi":[0,1,2],"phishblockthreshold":[0,1,2],"photo":0,"photo_uri":[0,1,2],"photographi":0,"photouri":0,"phrase":0,"pick":1,"piec":0,"pil":0,"ping":[0,1,2],"pip":1,"pipelin":0,"pipeline_job":[0,1,2],"pipeline_root_directori":[0,1,2],"pipelinejob":0,"pipelinerootdirectori":0,"pixel":0,"place":[0,1,2],"place_answer_sourc":[0,1,2],"place_id":[0,1,2],"placeanswersourc":0,"placehold":0,"placeid":0,"plai":[0,1,2],"plain":0,"plan":0,"plane":1,"platform":[0,1],"play_audio_chunk":0,"playback":0,"playback_control":[0,1,2],"playback_control_unspecifi":[0,1,2],"playbackcontrol":0,"pleas":[0,1],"png":[0,1],"point":0,"pointwis":0,"pointwise_metric_result":[0,1,2],"pointwise_metric_spec":[0,1,2],"pointwisemetricresult":[0,1,2],"pointwisemetricresultdict":[0,1,2],"pointwisemetricspec":[0,1,2],"pointwisemetricspecdict":[0,1,2],"polici":0,"poll":1,"polylin":0,"polylinealgorithm":0,"popul":[0,1],"port":1,"portrait":[0,1,2],"portugues":0,"posit":0,"positive_prompt_safety_attribut":[0,1,2],"positivepromptsafetyattribut":0,"possibl":0,"post":0,"potenti":0,"power":0,"practic":0,"pre":0,"pre_tuned_model":[0,1,2],"pre_tuned_model_checkpoint_id":[0,1,2],"prebuilt":0,"prebuilt_voice_config":[0,1,2],"prebuiltvoiceconfig":[0,1,2],"prebuiltvoiceconfigdict":[0,1,2],"preced":[0,1],"predefin":0,"predefined_metric_spec":[0,1,2],"predefined_rubric_generation_spec":[0,1,2],"predefinedmetricspec":[0,1,2],"predefinedmetricspecdict":[0,1,2],"predefinedrubricgenerationspec":0,"predict":[0,2],"predictions_timestamp":0,"predictionservic":0,"predictor":0,"preemptiv":0,"prefer":[0,1],"preference_optimization_data_stat":[0,1,2],"preference_optimization_spec":[0,1,2],"preference_tun":[0,1,2],"preferenceoptimizationdatastat":[0,1,2],"preferenceoptimizationdatastatsdict":[0,1,2],"preferenceoptimizationhyperparamet":[0,1,2],"preferenceoptimizationhyperparametersdict":[0,1,2],"preferenceoptimizationspec":[0,1,2],"preferenceoptimizationspecdict":[0,1,2],"prefil":0,"prefix":0,"prefix_padding_m":[0,1,2],"prefix_turn":0,"prefixitem":0,"prefixpaddingm":0,"prepar":0,"preprocess":0,"presenc":0,"presence_penalti":[0,1,2],"presencepenalti":0,"present":0,"preserv":0,"pretrain":0,"pretunedmodel":[0,1,2],"pretunedmodelcheckpointid":0,"pretunedmodeldict":[0,1,2],"prevent":0,"preview":[0,1,2],"previou":[0,1],"previous":0,"previous_interaction_id":0,"price":0,"primit":0,"print":[0,1],"prioriti":[0,1,2],"prioritize_cost":[0,1,2],"prioritize_qu":[0,1,2],"privat":0,"pro":[0,1],"proactiv":[0,1,2],"proactive_audio":[0,1,2],"proactiveaudio":0,"proactivityconfig":[0,1,2],"proactivityconfigdict":[0,1,2],"probability_scor":[0,1,2],"probabilityscor":0,"probabl":[0,1,2],"problem":0,"proce":0,"process":[0,1,2],"produc":0,"product":0,"product_imag":[0,1,2],"productimag":[0,1,2],"productimagedict":[0,1,2],"profil":[0,1],"program":0,"progress":0,"prohibit":0,"prohibited_cont":[0,1,2],"prohibited_input_cont":[0,1,2],"project":[0,1,2],"projectid":0,"projectoper":[0,1,2],"projectoperationdict":[0,1,2],"promin":0,"prominent_peopl":[0,1,2],"prominent_people_unspecifi":[0,1,2],"prominentpeopl":[0,1,2],"promot":0,"prompt":[0,1,2],"prompt_dataset_uri":[0,1,2],"prompt_feedback":[0,1,2],"prompt_templ":[0,1,2],"prompt_template_nam":[0,1,2],"prompt_token_count":[0,1,2],"prompt_tokens_detail":[0,1,2],"promptdataseturi":0,"promptfeedback":0,"promptmessag":0,"prompttempl":0,"prompttemplatenam":0,"prompttokencount":0,"prompttokensdetail":0,"propag":0,"properli":1,"properti":[0,1,2],"property_ord":[0,1,2],"propertyord":0,"protect":0,"proto":0,"protobuf":0,"protocol":0,"protojson":0,"provid":0,"provis":0,"provisioned_throughput":[0,1,2],"proxy_uri":1,"pt":[0,1,2],"public":[0,1],"publication_d":[0,1,2],"publicationd":0,"publish":0,"pubsub":0,"pubsub_top":[0,1,2],"pubsubtop":0,"purpos":0,"put":1,"pydant":0,"pydantic_cor":0,"pyguid":0,"python":[0,2],"python_code_assert":[0,1,2],"python_code_snippet":[0,1,2],"pythoncodesnippet":0,"pyyaml":0,"q":1,"q2":0,"q3":0,"qualifi":0,"qualiti":[0,1,2],"queri":0,"query_bas":[0,1,2],"querybas":0,"queryplac":0,"question":[0,1],"queue":0,"quickli":0,"quickstart":0,"quot":[0,1],"quota":0,"rag":0,"rag_chunk":[0,1,2],"rag_corpora":[0,1,2],"rag_corpu":[0,1,2],"rag_file_id":[0,1,2],"rag_resourc":[0,1,2],"rag_retrieval_config":[0,1,2],"ragchunk":[0,1,2],"ragchunkdict":[0,1,2],"ragchunkpagespan":[0,1,2],"ragchunkpagespandict":[0,1,2],"ragcorpora":0,"ragcorpu":0,"ragfil":0,"ragfileid":0,"ragresourc":0,"ragretrievalconfig":[0,1,2],"ragretrievalconfigdict":[0,1,2],"ragretrievalconfigfilt":[0,1,2],"ragretrievalconfigfilterdict":[0,1,2],"ragretrievalconfighybridsearch":[0,1,2],"ragretrievalconfighybridsearchdict":[0,1,2],"ragretrievalconfigrank":[0,1,2],"ragretrievalconfigrankingdict":[0,1,2],"ragretrievalconfigrankingllmrank":[0,1,2],"ragretrievalconfigrankingllmrankerdict":[0,1,2],"ragretrievalconfigrankingrankservic":[0,1,2],"ragretrievalconfigrankingrankservicedict":[0,1,2],"rai":0,"rai_filtered_reason":[0,1,2],"rai_media_filtered_count":[0,1,2],"rai_media_filtered_reason":[0,1,2],"raifilteredreason":0,"raimediafilteredcount":0,"raimediafilteredreason":0,"raini":1,"rais":[0,1],"raise_error_on_unsupported_field":0,"ram":0,"ran":0,"random":[0,1],"randomli":0,"rang":0,"rank":[0,1,2],"rank_servic":[0,1,2],"ranker":0,"rankservic":0,"rate":0,"rather":[0,1],"ratio":0,"raw":0,"raw_output":[0,1,2],"raw_ref_imag":[0,1],"rawoutput":[0,1,2],"rawoutputdict":[0,1,2],"rawreferenceimag":[0,1,2],"rawreferenceimagedict":[0,1,2],"rb":1,"re":[0,1],"reach":0,"read":[0,1],"read_audio":0,"read_byt":0,"readabl":0,"readi":0,"real":0,"realist":0,"realtim":0,"realtime_input":[0,1,2],"realtime_input_config":[0,1,2],"realtimeinput":0,"realtimeinputconfig":[0,1,2],"realtimeinputconfigdict":[0,1,2],"reason":0,"receiv":[0,1,2],"recent":0,"recit":[0,1,2],"recogn":0,"recognit":0,"recommend":[0,1],"reconnect":0,"recontext":0,"recontext_imag":[0,1,2],"recontextimageconfig":[0,1,2],"recontextimageconfigdict":[0,1,2],"recontextimagerespons":[0,1,2],"recontextimageresponsedict":[0,1,2],"recontextimagesourc":[0,1,2],"recontextimagesourcedict":[0,1,2],"recontextu":0,"record":0,"rectangular":0,"red":0,"reduc":[0,1],"reduct":0,"ref":[0,1,2],"refer":[0,2],"referenc":0,"reference_id":[0,1,2],"reference_imag":[0,1,2],"reference_typ":[0,1,2],"referenceid":0,"referenceimag":0,"referencetyp":0,"refin":0,"reflect":[0,1],"refram":0,"regardless":0,"regener":0,"regex":0,"regex_contain":[0,1,2],"regex_extract":[0,1,2],"regex_extract_express":[0,1,2],"regexextractexpress":0,"regexp_contain":0,"regexp_extract":0,"region":0,"regist":[0,1,2],"registerfilesconfig":[0,1,2],"registerfilesconfigdict":[0,1,2],"registerfilesrespons":[0,1,2],"registerfilesresponsedict":[0,1,2],"regular":[0,1,2],"reinforc":0,"reinforcement_tun":[0,1,2],"reinforcement_tuning_data_stat":[0,1,2],"reinforcement_tuning_spec":[0,1,2],"reinforcement_tuning_thinking_level_unspecifi":[0,1,2],"reinforcement_tuning_user_dataset_exampl":[0,1,2],"reinforcementtuningautoraterscor":[0,1,2],"reinforcementtuningautoraterscorerdict":[0,1,2],"reinforcementtuningautoraterscorerexactmatchscor":[0,1,2],"reinforcementtuningautoraterscorerexactmatchscorerdict":[0,1,2],"reinforcementtuningautoraterscorerparsedresponseconversionscor":[0,1,2],"reinforcementtuningautoraterscorerparsedresponseconversionscorerdict":[0,1,2],"reinforcementtuningcloudrunrewardscor":[0,1,2],"reinforcementtuningcloudrunrewardscorerdict":[0,1,2],"reinforcementtuningcodeexecutionrewardscor":[0,1,2],"reinforcementtuningcodeexecutionrewardscorerdict":[0,1,2],"reinforcementtuningdatastat":0,"reinforcementtuningexampl":[0,1,2],"reinforcementtuningexampledict":[0,1,2],"reinforcementtuninghyperparamet":[0,1,2],"reinforcementtuninghyperparametersdict":[0,1,2],"reinforcementtuningparseresponseconfig":[0,1,2],"reinforcementtuningparseresponseconfigdict":[0,1,2],"reinforcementtuningrewardinfo":[0,1,2],"reinforcementtuningrewardinfodict":[0,1,2],"reinforcementtuningspec":[0,1,2],"reinforcementtuningspecdict":[0,1,2],"reinforcementtuningstringmatchrewardscor":[0,1,2],"reinforcementtuningstringmatchrewardscorerdict":[0,1,2],"reinforcementtuningstringmatchrewardscorerjsonmatchexpress":[0,1,2],"reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict":[0,1,2],"reinforcementtuningstringmatchrewardscorerstringmatchexpress":[0,1,2],"reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict":[0,1,2],"reinforcementtuningthinkinglevel":[0,1,2],"reinforcementtuninguserdatasetexampl":[0,1,2],"reinforcementtuninguserdatasetexamplesdict":[0,1,2],"reject":0,"rel":0,"relat":0,"relative_publish_time_descript":[0,1,2],"relativepublishtimedescript":0,"releas":[0,1],"relev":0,"reli":0,"remain":0,"remot":[0,1],"remov":[0,1,2],"remove_stat":[0,1,2],"render":0,"rendered_cont":[0,1,2],"rendered_part":[0,1,2],"renderedcont":0,"renderedpart":0,"reopen":0,"repeat":0,"repeatedli":0,"repetit":0,"replac":0,"replai":0,"replay_id":[0,1,2],"replayfil":[0,1,2],"replayfiledict":[0,1,2],"replayid":0,"replayinteract":[0,1,2],"replayinteractiondict":[0,1,2],"replayrequest":[0,1,2],"replayrequestdict":[0,1,2],"replayrespons":[0,1,2],"replayresponsedict":[0,1,2],"replays_directori":[0,1,2],"repli":0,"replic":0,"replicated_voice_config":[0,1,2],"replicatedvoiceconfig":[0,1,2],"replicatedvoiceconfigdict":[0,1,2],"repo":0,"report":0,"repositori":0,"repres":0,"represent":0,"reproduc":0,"request":[0,2],"request_1":1,"request_2":1,"requir":[0,1,2],"requires_act":[0,1,2],"rerank":0,"reset":0,"reset_context":[0,1,2],"resiz":0,"resize_mod":[0,1,2],"resizemod":0,"resolut":[0,1,2],"resourc":[1,2],"resourcescop":[0,1,2],"respect":[0,1],"respond":[0,1],"respons":[0,2],"response1":1,"response2":1,"response3":1,"response_1":[0,1],"response_2":[0,1],"response_format":[0,1,2],"response_id":[0,1,2],"response_json_schema":[0,1,2],"response_logprob":[0,1,2],"response_mime_typ":[0,1,2],"response_mod":[0,1,2],"response_parse_type_unspecifi":[0,1,2],"response_reject":[0,1,2],"response_schema":[0,1,2],"response_str":0,"response_template_nam":[0,1,2],"response_token_count":[0,1,2],"response_tokens_detail":[0,1,2],"responseformat":[0,1,2],"responseformatdict":[0,1,2],"responseid":0,"responsejsonschema":0,"responselogprob":0,"responsemimetyp":0,"responsemod":0,"responseparsetyp":[0,1,2],"responseschema":0,"responsetemplatenam":0,"responsetokencount":0,"responsetokensdetail":0,"responsiv":0,"rest":[0,1],"restart":0,"restor":0,"restrict":0,"result":[0,1,2],"result_parser_config":[0,1,2],"resultparserconfig":0,"resum":[0,1,2],"resumpt":0,"retain":0,"retent":0,"retir":[0,1,2],"retirement_tim":[0,1,2],"retirementtim":0,"retri":0,"retriev":[0,1,2],"retrieval_config":[0,1,2],"retrieval_docu":0,"retrieval_metadata":[0,1,2],"retrieval_queri":[0,1,2],"retrievalconfig":[0,1,2],"retrievalconfigdict":[0,1,2],"retrievaldict":[0,1,2],"retrievalmetadata":[0,1,2],"retrievalmetadatadict":[0,1,2],"retrievalqueri":0,"retrieved_context":[0,1,2],"retrieved_url":[0,1,2],"retrievedcontext":0,"retrievedurl":0,"retry_opt":[0,1,2],"retryabl":0,"retryopt":0,"return":[0,1],"return_raw_output":[0,1,2],"returnrawoutput":0,"reus":0,"reusabl":0,"review":[0,1,2],"review_id":[0,1,2],"review_snippet":[0,1,2],"reviewid":0,"reviewsnippet":0,"revoc":0,"revocation_behavior":0,"reward":[0,1,2],"reward_a":0,"reward_b":0,"reward_config":[0,1,2],"reward_info_detail":[0,1,2],"reward_nam":[0,1,2],"rewardconfig":0,"rewardinfodetail":0,"rewardnam":0,"rewawrd":0,"rewrit":0,"rewritten":0,"rfc":0,"rfc9535":0,"rich":0,"ridicul":0,"right":[0,1,2],"risk":0,"riski":0,"rl":0,"rng":0,"role":[0,1,2],"root":0,"rotate_signing_secret":[0,1,2],"roug":[0,1,2],"rouge_metric_valu":[0,1,2],"rouge_spec":[0,1,2],"rouge_typ":[0,1,2],"rougel":0,"rougelsum":0,"rougemetricvalu":[0,1,2],"rougemetricvaluedict":[0,1,2],"rougen":0,"rougespec":[0,1,2],"rougespecdict":[0,1,2],"rougetyp":0,"roughli":0,"rout":[0,1,2],"router":0,"routing_config":[0,1,2],"routingconfig":0,"row":0,"rpc":0,"rubric":0,"rubric_content_typ":[0,1,2],"rubric_content_type_unspecifi":[0,1,2],"rubric_generation_spec":[0,1,2],"rubric_group":0,"rubric_group_kei":[0,1,2],"rubric_type_ontologi":[0,1,2],"rubric_verdict":0,"rubriccontenttyp":[0,1,2],"rubricgenerationspec":[0,1,2],"rubricgenerationspecdict":[0,1,2],"rubricgroupkei":0,"rubrictypeontologi":0,"run":[0,1,2],"runtim":0,"runtime_auth_config":0,"sa":0,"safetensor":0,"safeti":[0,2],"safety_attribut":[0,1,2],"safety_filter_level":[0,1,2],"safety_policy_unspecifi":[0,1,2],"safety_r":[0,1,2],"safety_set":[0,1,2],"safetyattribut":[0,1,2],"safetyattributesdict":[0,1,2],"safetyfilterlevel":[0,1,2],"safetypolici":[0,1,2],"safetyr":[0,1,2],"safetyratingdict":[0,1,2],"safetyset":[0,1,2],"safetysettingdict":[0,1,2],"sai":1,"same":[0,1],"sampl":[0,1],"sample_r":[0,1,2],"sample_respons":0,"sampler":0,"samples_per_prompt":[0,1,2],"samplesperprompt":0,"sampling_count":[0,1,2],"samplingcount":0,"san":1,"sandbox":0,"sanit":0,"save":[0,1,2],"scale":[0,1,2],"scale_unspecifi":[0,1,2],"scene":0,"schedul":[0,1,2],"scheduling_unspecifi":[0,1,2],"schema":[0,2],"schemadict":[0,1,2],"scheme":0,"scone":[0,1],"scope":0,"score":[0,1,2],"score_variance_per_example_distribut":[0,1,2],"scorer":0,"scores_distribut":[0,1,2],"scoresdistribut":0,"scorevarianceperexampledistribut":0,"screen":0,"scribbl":0,"scribble_imag":[0,1,2],"scribbleimag":[0,1,2],"scribbleimagedict":[0,1,2],"sdk":0,"sdk_blob":[0,1,2],"sdk_http_respons":[0,1,2],"sdk_response_seg":[0,1,2],"sdkblob":0,"sdkhttprespons":0,"sdkresponseseg":0,"search":0,"search_entry_point":[0,1,2],"search_templ":[0,1,2],"search_typ":[0,1,2],"searchalongrout":0,"searchentrypoint":[0,1,2],"searchentrypointdict":[0,1,2],"searchtempl":0,"searchtyp":[0,1,2],"searchtypesdict":[0,1,2],"sec4":0,"second":0,"secret":0,"secretmanag":0,"section":1,"secur":0,"see":[0,1],"seed":[0,1,2],"segment":[0,1,2],"segment_imag":[0,1,2],"segmentation_class":[0,1,2],"segmentationclass":0,"segmentdict":[0,1,2],"segmentimageconfig":[0,1,2],"segmentimageconfigdict":[0,1,2],"segmentimagerespons":[0,1,2],"segmentimageresponsedict":[0,1,2],"segmentimagesourc":[0,1,2],"segmentimagesourcedict":[0,1,2],"segmentmod":[0,1,2],"select":0,"self":0,"sell":0,"semant":[0,1,2],"send":[0,2],"send_client_cont":[0,1,2],"send_messag":1,"send_message_stream":[0,1],"send_realtime_input":[0,1,2],"send_tool_respons":[0,1,2],"sensit":0,"sensitive_data_modif":[0,1,2],"sent":0,"sentenc":[0,1],"separ":[0,1],"sequenc":0,"serv":0,"server":[0,1],"server_cont":[0,1,2],"server_param":1,"servercont":0,"servic":[0,1],"service_account":[0,1,2],"service_ti":[0,1,2],"serviceaccount":0,"serviceti":[0,1,2],"session":[0,1],"session_id":[0,1,2],"session_resumpt":[0,1,2],"session_resumption_upd":[0,1,2],"sessionid":0,"sessionresumpt":0,"sessionresumptionconfig":[0,1,2],"sessionresumptionconfigdict":[0,1,2],"sessionresumptiontoken":0,"sessionresumptiontokenupd":0,"sessionresumptionupd":0,"set":0,"setup":[0,1,2],"setup_complet":[0,1,2],"setupcomplet":0,"sever":[0,1,2],"severity_scor":[0,1,2],"severityscor":0,"sexual":0,"sft":0,"sft_loss_weight_multipli":[0,1,2],"sftlossweightmultipli":0,"sha":0,"sha256_hash":[0,1,2],"sha256hash":0,"shall":0,"share":0,"shop":0,"short":0,"shorten":0,"shorter":0,"should":0,"should_return_http_respons":[0,1,2],"shouldreturnhttprespons":0,"show":[0,1,2],"shown":[0,1],"side":0,"sign":0,"signal":0,"signatur":[0,1,2],"signific":0,"silenc":0,"silence_duration_m":[0,1,2],"silencedurationm":0,"silent":[0,1,2],"similar":0,"similarity_top_k":[0,1,2],"similaritytopk":0,"simpi":0,"simpl":[0,1],"simple_search":[0,1,2],"simple_search_param":[0,1,2],"simplesearchparam":0,"sinc":0,"singl":[0,1],"single_reward_config":[0,1,2],"singleembedcontentrespons":[0,1,2],"singleembedcontentresponsedict":[0,1,2],"singlereinforcementtuningrewardconfig":[0,1,2],"singlereinforcementtuningrewardconfigdict":[0,1,2],"singlerewardconfig":0,"sit":0,"site":0,"size":0,"size_byt":[0,1,2],"sizebyt":0,"sketch":0,"skip":0,"skip_in_api_mod":[0,1,2],"skipinapimod":0,"sky":[0,1],"sleep":[0,1],"slide":0,"sliding_window":[0,1,2],"slidingwindow":[0,1,2],"slidingwindowdict":[0,1,2],"slot":0,"small":0,"smaller":0,"smallest":0,"smart":[0,1,2],"snake":0,"sneaker":1,"snippet":0,"so":[0,1],"sock":1,"socks5":1,"some":[0,1],"someth":1,"soon":0,"sort":0,"sound":0,"sourc":[0,1,2],"source_flagging_uri":[0,1,2],"source_id":[0,1,2],"source_metadata":[0,1,2],"source_polici":0,"source_unspecifi":[0,1,2],"source_uri":[0,1,2],"sourceflagginguri":0,"sourceid":0,"sourcemetadata":0,"sourceuri":0,"south":0,"space":0,"spanish":0,"spars":0,"speak":0,"speaker":[0,1,2],"speaker_label":[0,1,2],"speaker_voice_config":[0,1,2],"speakerlabel":0,"speakervoiceconfig":[0,1,2],"speakervoiceconfigdict":[0,1,2],"spec":0,"special":0,"specif":0,"specifi":[0,1],"speech":0,"speech_config":[0,1,2],"speechconfig":[0,1,2],"speechconfigdict":[0,1,2],"speed":[0,1],"spii":[0,1,2],"spk_1":0,"spk_2":0,"split":0,"split_summari":[0,1,2],"splitsummari":0,"spoken":0,"sql":0,"src":[0,1,2],"sse":0,"sse_read_timeout":[0,1,2],"ssereadtimeout":0,"ssl":1,"ssl_cert_fil":1,"stabl":[0,1,2],"stage":0,"stai":0,"standard":[0,1,2],"standard_devi":[0,1,2],"start":[0,1],"start_index":[0,1,2],"start_of_activity_interrupt":[0,1,2],"start_of_speech_sensit":[0,1,2],"start_offset":[0,1,2],"start_sensitivity_high":[0,1,2],"start_sensitivity_low":[0,1,2],"start_sensitivity_unspecifi":[0,1,2],"start_stream":[0,1,2],"start_tim":[0,1,2],"startindex":0,"startoffset":0,"startofspeechsensit":0,"startsensit":[0,1,2],"starttim":0,"stat":0,"state":[0,1,2],"state_act":[0,1,2],"state_fail":[0,1,2],"state_pend":[0,1,2],"state_unspecifi":[0,1,2],"static":[0,1,2],"statist":[0,1,2],"statu":0,"status_cod":[0,1,2],"statuscod":0,"stderr":0,"stdio":1,"stdio_client":1,"stdioserverparamet":1,"stdout":0,"steer":0,"stemmer":0,"step":[0,1,2],"step_count":[0,1,2],"stepcount":0,"stepdelta":0,"stepstart":0,"stepstop":0,"still":0,"stop":[0,1,2],"stop_sequ":[0,1,2],"stopsequ":0,"storag":[0,1],"store":[0,1],"store_context":[0,1,2],"storecontext":0,"stori":1,"str":[0,1],"stream":0,"stream_function_call_argu":[0,1,2],"streamable_http_transport":[0,1,2],"streamablehttptransport":[0,1,2],"streamablehttptransportdict":[0,1,2],"streamfunctioncallargu":0,"strftime":1,"string":[0,2],"string_funct":0,"string_list_valu":[0,1,2],"string_match_express":[0,1,2],"string_match_reward_scor":[0,1,2],"string_valu":[0,1,2],"stringlist":[0,1,2],"stringlistdict":[0,1,2],"stringlistvalu":0,"stringmatchexpress":0,"stringmatchrewardscor":0,"stringvalu":0,"structur":0,"stub":0,"student":0,"student_model":[0,1,2],"studentmodel":0,"style":[0,1,2],"style_descript":[0,1,2],"style_image_config":[0,1,2],"style_reference_config":0,"styledescript":0,"styleguid":0,"styleimageconfig":0,"stylereferenceconfig":[0,1,2],"stylereferenceconfigdict":[0,1,2],"stylereferenceimag":[0,1,2],"stylereferenceimagedict":[0,1,2],"sub":0,"subclass":[0,1],"subject":0,"subject_descript":[0,1,2],"subject_image_config":[0,1,2],"subject_reference_config":0,"subject_typ":[0,1,2],"subject_type_anim":[0,1,2],"subject_type_default":[0,1,2],"subject_type_person":[0,1,2],"subject_type_product":[0,1,2],"subjectdescript":0,"subjectimageconfig":0,"subjectreferenceconfig":[0,1,2],"subjectreferenceconfigdict":[0,1,2],"subjectreferenceimag":[0,1,2],"subjectreferenceimagedict":[0,1,2],"subjectreferencetyp":[0,1,2],"subjecttyp":0,"submodul":[1,2],"subschema":0,"subscrib":0,"subscribed_ev":0,"subscript":0,"subsequ":0,"subset":0,"substitut":0,"substr":0,"subtyp":0,"succe":0,"succeed":0,"success":0,"successful_count":[0,1,2],"successful_forecast_point_count":[0,1,2],"successfulcount":0,"successfulforecastpointcount":0,"successfulli":0,"suffici":0,"suffix":0,"suggest":0,"suitabl":0,"sum":[0,1,2],"summar":1,"summari":0,"sunlight":1,"sunni":1,"sunnyval":1,"supervis":[0,1],"supervised_fine_tun":[0,1,2],"supervised_tuning_data_stat":[0,1,2],"supervised_tuning_spec":[0,1,2],"supervisedhyperparamet":[0,1,2],"supervisedhyperparametersdict":[0,1,2],"supervisedtuningdatasetdistribut":[0,1,2],"supervisedtuningdatasetdistributiondatasetbucket":[0,1,2],"supervisedtuningdatasetdistributiondatasetbucketdict":[0,1,2],"supervisedtuningdatasetdistributiondict":[0,1,2],"supervisedtuningdatastat":[0,1,2],"supervisedtuningdatastatsdict":[0,1,2],"supervisedtuningspec":[0,1,2],"supervisedtuningspecdict":[0,1,2],"suppli":0,"support":0,"supported_act":[0,1,2],"supported_model":0,"supportedact":0,"suppress":0,"surfac":0,"sync":[0,1],"synchron":0,"synthesi":0,"synthid":0,"system":0,"system_instruct":[0,1,2],"systeminstruct":0,"t":[0,1],"tabl":[0,1],"tag":0,"take":[0,1],"talk":0,"target":0,"target_language_cod":[0,1,2],"target_token":[0,1,2],"targetlanguagecod":0,"targettoken":0,"task":0,"task_typ":[0,1,2],"tasktyp":0,"teacher":0,"technic":0,"tell":[0,1],"temperatur":[0,1,2],"templat":0,"temporarili":0,"term":0,"termin":0,"terminate_on_clos":[0,1,2],"terminateonclos":0,"terminologi":0,"test":[0,1],"test_dataset_exampl":1,"test_method":[0,1,2],"test_tabl":[0,1,2],"test_token":1,"testmethod":0,"testtabl":0,"testtablefil":[0,1,2],"testtablefiledict":[0,1,2],"testtableitem":[0,1,2],"testtableitemdict":[0,1,2],"text":[0,2],"text_count":[0,1,2],"text_input":[0,1,2],"text_quality_v1":0,"textcount":0,"textinput":0,"textresponseformat":[0,1,2],"textresponseformatdict":[0,1,2],"textur":0,"than":[0,1],"thei":0,"them":0,"thi":[0,1],"think":[0,1,2],"thinking_budget":[0,1,2],"thinking_config":[0,1,2],"thinking_level":[0,1,2],"thinking_level_unspecifi":[0,1,2],"thinkingbudget":0,"thinkingconfig":[0,1,2],"thinkingconfigdict":[0,1,2],"thinkinglevel":[0,1,2],"third":0,"those":[0,1],"thought":[0,1,2],"thought_signatur":[0,1,2],"thoughts_token_count":[0,1,2],"thoughtsignatur":0,"thoughtstokencount":0,"threaten":0,"three":0,"threshold":[0,1,2],"through":[0,1],"throughput":0,"thu":0,"tie":[0,1,2],"tier":0,"time":[0,1],"time_left":[0,1,2],"time_range_filt":[0,1,2],"time_zon":0,"timeleft":0,"timeless":0,"timeofdai":0,"timeout":[0,1,2],"timerangefilt":0,"timestamp":0,"titl":[0,1,2],"to_yaml_fil":[0,1,2],"togeth":0,"token":2,"token_count":[0,1,2],"token_id":[0,1,2],"tokencount":0,"tokenid":0,"tokens_detail":[0,1,2],"tokens_info":[0,1,2],"tokensdetail":0,"tokensinfo":[0,1,2],"tokensinfodict":[0,1,2],"told":1,"too":0,"too_many_tool_cal":[0,1,2],"tool":[0,2],"tool_cal":[0,1,2],"tool_call_cancel":[0,1,2],"tool_config":[0,1,2],"tool_respons":[0,1,2],"tool_typ":[0,1,2],"tool_type_unspecifi":[0,1,2],"tool_use_prompt_token_count":[0,1,2],"tool_use_prompt_tokens_detail":[0,1,2],"toolcal":[0,1,2],"toolcallcancel":0,"toolcalldict":[0,1,2],"toolcallmessag":0,"toolcodeexecut":[0,1,2],"toolcodeexecutiondict":[0,1,2],"toolconfig":[0,1,2],"toolconfigdict":[0,1,2],"tooldict":[0,1,2],"toolexaaisearch":[0,1,2],"toolexaaisearchdict":[0,1,2],"toolparallelaisearch":[0,1,2],"toolparallelaisearchdict":[0,1,2],"toolrespons":[0,1,2],"toolresponsedict":[0,1,2],"tooltyp":[0,1,2],"tooluseprompttokencount":0,"tooluseprompttokensdetail":0,"top":[0,1],"top_candid":[0,1,2],"top_k":[0,1,2],"top_p":[0,1,2],"topcandid":0,"topic":0,"topk":0,"topp":0,"torment":0,"total":0,"total_area_sq_mi":1,"total_billable_character_count":[0,1,2],"total_billable_token_count":[0,1,2],"total_prompts_in_dataset":0,"total_reward":0,"total_step":0,"total_token":[0,1,2],"total_token_count":[0,1,2],"total_truncated_example_count":[0,1,2],"total_tuning_character_count":[0,1,2],"totalbillablecharactercount":0,"totalbillabletokencount":0,"totaltoken":0,"totaltokencount":0,"totaltruncatedexamplecount":0,"totaltuningcharactercount":0,"toward":0,"track":0,"trade":0,"tradit":0,"traffic":0,"traffic_typ":[0,1,2],"traffic_type_unspecifi":[0,1,2],"traffictyp":[0,1,2],"train":0,"training_dataset":[0,1,2],"training_dataset_stat":[0,1,2],"training_dataset_uri":[0,1,2],"trainingdataset":0,"trainingdatasetstat":0,"trainingdataseturi":0,"transact":0,"transcript":[0,1,2],"transcriptiondict":[0,1,2],"transit":0,"translat":0,"translation_config":[0,1,2],"translationconfig":[0,1,2],"translationconfigdict":[0,1,2],"transpar":[0,1,2],"transport":0,"treat":0,"trigger":[0,1,2],"trigger_id":0,"trigger_token":[0,1,2],"triggertoken":0,"true":[0,1],"truncat":[0,1,2],"truncated_example_indic":[0,1,2],"truncatedexampleindic":0,"trust_env":1,"try":[0,1],"ttl":[0,1,2],"tune":2,"tuned_model":[0,1,2],"tuned_model_display_nam":[0,1,2],"tuned_model_info":[0,1,2],"tuned_model_nam":[0,1,2],"tuned_teacher_model_sourc":[0,1,2],"tunedmodel":[0,1,2],"tunedmodelcheckpoint":[0,1,2],"tunedmodelcheckpointdict":[0,1,2],"tunedmodeldict":[0,1,2],"tunedmodeldisplaynam":0,"tunedmodelinfo":[0,1,2],"tunedmodelinfodict":[0,1,2],"tunedmodelnam":0,"tunedteachermodelsourc":0,"tuning_data_stat":[0,1,2],"tuning_dataset_example_count":[0,1,2],"tuning_job":[0,1,2],"tuning_job_id":0,"tuning_job_metadata":[0,1,2],"tuning_job_st":[0,1,2],"tuning_job_state_post_process":[0,1,2],"tuning_job_state_processing_dataset":[0,1,2],"tuning_job_state_tun":[0,1,2],"tuning_job_state_unspecifi":[0,1,2],"tuning_job_state_waiting_for_capac":[0,1,2],"tuning_job_state_waiting_for_quota":[0,1,2],"tuning_mod":[0,1,2],"tuning_mode_ful":[0,1,2],"tuning_mode_peft_adapt":[0,1,2],"tuning_mode_unspecifi":[0,1,2],"tuning_spe":[0,1,2],"tuning_speed_unspecifi":[0,1,2],"tuning_step_count":[0,1,2],"tuning_task":[0,1,2],"tuning_task_i2v":[0,1,2],"tuning_task_r2v":[0,1,2],"tuning_task_t2v":[0,1,2],"tuning_task_unspecifi":[0,1,2],"tuningdataset":[0,1,2],"tuningdatasetdict":[0,1,2],"tuningdatasetexamplecount":0,"tuningdatastat":[0,1,2],"tuningdatastatsdict":[0,1,2],"tuningexampl":[0,1,2],"tuningexampledict":[0,1,2],"tuningjob":[0,1,2],"tuningjobdict":[0,1,2],"tuningjobmetadata":[0,1,2],"tuningjobmetadatadict":[0,1,2],"tuningjobst":[0,1,2],"tuningmethod":[0,1,2],"tuningmod":[0,1,2],"tuningoper":[0,1,2],"tuningoperationdict":[0,1,2],"tuningspe":[0,1,2],"tuningstepcount":0,"tuningtask":[0,1,2],"tuningvalidationdataset":[0,1,2],"tuningvalidationdatasetdict":[0,1,2],"tupl":0,"turn":[0,1,2],"turn_complet":[0,1,2],"turn_complete_reason":[0,1,2],"turn_complete_reason_unspecifi":[0,1,2],"turn_coverag":[0,1,2],"turn_coverage_unspecifi":[0,1,2],"turn_includes_all_input":[0,1,2],"turn_includes_audio_activity_and_all_video":[0,1,2],"turn_includes_only_act":[0,1,2],"turn_on_the_light":0,"turncomplet":0,"turncompletereason":[0,1,2],"turncoverag":[0,1,2],"two":[0,1],"txt":[0,1],"type":2,"type_check":0,"type_unspecifi":[0,1,2],"typeddict":[0,1],"typic":0,"u":[0,1],"u2019":0,"u2019t":0,"ui":0,"ultra":0,"umbrella":1,"unari":0,"uncertain":0,"uncertainti":0,"unchang":0,"uncondition":0,"undefin":0,"under":0,"underli":[0,1],"underscor":0,"understand":0,"undo":0,"unexpect":0,"unexpected_tool_cal":[0,1,2],"unicod":0,"unifi":0,"unifiedmetr":[0,1,2],"unifiedmetricdict":[0,1,2],"union":0,"uniontyp":0,"uniqu":[0,1],"unique_id":0,"unique_item":[0,1,2],"uniqueitem":0,"unit":[0,1],"unknown":0,"unknowninteractionsseev":0,"unless":0,"unlock":0,"unrol":0,"unsaf":0,"unsafe_prompt_for_image_gener":[0,1,2],"unset":0,"unspecifi":[0,1,2],"unstable_experiment":[0,1,2],"unsupport":0,"until":[0,1],"unus":0,"up":[0,1],"updat":[0,2],"update_mask":0,"update_tim":[0,1,2],"updatecachedcontentconfig":[0,1,2],"updatecachedcontentconfigdict":[0,1,2],"updatemodelconfig":[0,1,2],"updatemodelconfigdict":[0,1,2],"updatetim":0,"upload":[0,2],"uploadfileconfig":[0,1,2],"uploadfileconfigdict":[0,1,2],"uploadtofilesearchstor":0,"uploadtofilesearchstoreconfig":[0,1,2],"uploadtofilesearchstoreconfigdict":[0,1,2],"uploadtofilesearchstoreoper":[0,1,2],"uploadtofilesearchstorerespons":[0,1,2],"uploadtofilesearchstoreresponsedict":[0,1,2],"uploadtofilesearchstoreresumablerespons":[0,1,2],"uploadtofilesearchstoreresumableresponsedict":[0,1,2],"upper":0,"upscal":0,"upscale_factor":[0,1,2],"upscale_imag":[0,1,2],"upscalefactor":0,"upscaleimageconfig":[0,1,2],"upscaleimageconfigdict":[0,1,2],"upscaleimageparamet":[0,1,2],"upscaleimageparametersdict":[0,1,2],"upscaleimagerespons":[0,1,2],"upscaleimageresponsedict":[0,1,2],"uri":[0,1,2],"url":[0,2],"url_context":[0,1,2],"url_context_metadata":[0,1,2],"url_metadata":[0,1,2],"url_retrieval_statu":[0,1,2],"url_retrieval_status_error":[0,1,2],"url_retrieval_status_paywal":[0,1,2],"url_retrieval_status_success":[0,1,2],"url_retrieval_status_unsaf":[0,1,2],"url_retrieval_status_unspecifi":[0,1,2],"urlcontext":[0,1,2],"urlcontextdict":[0,1,2],"urlcontextmetadata":[0,1,2],"urlcontextmetadatadict":[0,1,2],"urllib":1,"urlmetadata":[0,1,2],"urlmetadatadict":[0,1,2],"urlretrievalstatu":[0,1,2],"us":[0,2],"usag":0,"usage_metadata":[0,1,2],"usagemetadata":[0,1,2],"usagemetadatadict":[0,1,2],"use_effective_ord":[0,1,2],"use_json_schema":0,"use_stemm":[0,1,2],"useeffectiveord":0,"user":[0,1],"user_consent_manag":[0,1,2],"user_cont":0,"user_dataset_exampl":[0,1,2],"user_input_token_distribut":[0,1,2],"user_message_per_example_distribut":[0,1,2],"user_metadata":[0,1,2],"user_output_token_distribut":[0,1,2],"user_profil":1,"user_prompt_cont":1,"user_requested_aux_info":[0,1,2],"usercont":[0,1,2],"userdatasetexampl":0,"userinputtokendistribut":0,"usermessageperexampledistribut":0,"usermetadata":0,"usernam":1,"useroutputtokendistribut":0,"userrequestedauxinfo":0,"usestemm":0,"utc":0,"utf":0,"util":0,"uv":1,"v1":[0,1],"v1alpha":[0,1],"v3":0,"vad":0,"vad_sign":0,"vad_signal_typ":[0,1,2],"vad_signal_type_eo":[0,1,2],"vad_signal_type_so":[0,1,2],"vad_signal_type_unspecifi":[0,1,2],"vadsignaltyp":[0,1,2],"valid":[0,1,2],"validate_nam":[0,1,2],"validate_reward":[0,1,2],"validatereinforcementtuningreward":0,"validaterewardconfig":[0,1,2],"validaterewardconfigdict":[0,1,2],"validaterewardrespons":[0,1,2],"validaterewardresponsedict":[0,1,2],"validation_dataset":[0,1,2],"validation_dataset_uri":[0,1,2],"validationdataset":0,"validationdataseturi":0,"validationerror":0,"valu":[0,1,2],"value1":0,"value2":0,"value_string_match_express":[0,1,2],"valueerror":0,"valuestringmatchexpress":0,"vari":0,"variabl":[0,1],"varianc":[0,1,2],"variat":0,"varieti":0,"variou":0,"vector":0,"vector_distance_threshold":[0,1,2],"vector_similarity_threshold":[0,1,2],"vectordistancethreshold":0,"vectorsimilaritythreshold":0,"veo":0,"veo_data_mixture_ratio":[0,1,2],"veo_lora_tuning_spec":[0,1,2],"veo_tuning_spec":[0,1,2],"veodatamixtureratio":0,"veohyperparamet":[0,1,2],"veohyperparametersdict":[0,1,2],"veoloratuningspec":[0,1,2],"veoloratuningspecdict":[0,1,2],"veotuningspec":[0,1,2],"veotuningspecdict":[0,1,2],"verbatim":[0,1,2],"verbose_answ":0,"veri":0,"verif":0,"verifi":0,"versa":0,"version":[0,1,2],"version_id":0,"vertex":[0,1],"vertex_ai":0,"vertex_ai_search":[0,1,2],"vertex_dataset":[0,1,2],"vertex_dataset_nam":[0,1,2],"vertex_dataset_resourc":[0,1,2],"vertex_multimodal_dataset_nam":[0,1,2],"vertex_rag_stor":[0,1,2],"vertexai":[0,1,2],"vertexaisearch":[0,1,2],"vertexaisearchdatastorespec":[0,1,2],"vertexaisearchdatastorespecdict":[0,1,2],"vertexaisearchdict":[0,1,2],"vertexdataset":0,"vertexdatasetnam":0,"vertexdatasetresourc":0,"vertexmultimodaldatasetdestin":[0,1,2],"vertexmultimodaldatasetdestinationdict":[0,1,2],"vertexmultimodaldatasetnam":0,"vertexragdataservic":0,"vertexragstor":[0,1,2],"vertexragstoredict":[0,1,2],"vertexragstoreragresourc":[0,1,2],"vertexragstoreragresourcedict":[0,1,2],"via":[0,1],"vice":0,"video":[0,2],"video_bitrate_bp":[0,1,2],"video_byt":[0,1,2],"video_duration_second":[0,1,2],"video_metadata":[0,1,2],"video_orient":[0,1,2],"video_orientation_unspecifi":[0,1,2],"videobitratebp":0,"videobyt":0,"videocompressionqu":[0,1,2],"videodict":[0,1,2],"videodurationsecond":0,"videogenerationmask":[0,1,2],"videogenerationmaskdict":[0,1,2],"videogenerationmaskmod":[0,1,2],"videogenerationreferenceimag":[0,1,2],"videogenerationreferenceimagedict":[0,1,2],"videogenerationreferencetyp":[0,1,2],"videometadata":[0,1,2],"videometadatadict":[0,1,2],"videoorient":[0,1,2],"videoresponseformat":[0,1,2],"videoresponseformatdict":[0,1,2],"view":0,"violat":0,"violenc":0,"virtual":0,"virtual_try_on_respons":0,"vocabulari":0,"vocal":[0,1,2],"voic":0,"voice_act":[0,1,2],"voice_activity_detection_sign":[0,1,2],"voice_activity_typ":[0,1,2],"voice_activity_type_unspecifi":0,"voice_config":[0,1,2],"voice_consent_signatur":[0,1,2],"voice_nam":[0,1,2],"voice_sample_audio":[0,1,2],"voiceact":[0,1,2],"voiceactivitydetectionsign":[0,1,2],"voiceactivitydetectionsignaldict":[0,1,2],"voiceactivitydict":[0,1,2],"voiceactivitytyp":[0,1,2],"voiceconfig":[0,1,2],"voiceconfigdict":[0,1,2],"voiceconsentsignatur":[0,1,2],"voiceconsentsignaturedict":[0,1,2],"voicenam":0,"voicesampleaudio":0,"vscode":0,"wa":0,"wai":[0,1],"wait":0,"waiting_for_input":[0,1,2],"waitingforinput":0,"want":[0,1],"warn":0,"watermark":0,"wav":0,"we":[0,1],"wear":0,"weather":1,"web":[0,1,2],"web_search":[0,1,2],"web_search_queri":[0,1,2],"webhook":[0,1,2],"webhook_config":[0,1,2],"webhook_id":0,"webhookconfig":[0,1,2],"webhookconfigdict":[0,1,2],"websearch":[0,1,2],"websearchdict":[0,1,2],"websearchqueri":0,"websit":0,"websocket":0,"webview":0,"weight":[0,1,2],"weight_a":0,"weight_b":0,"weighted_prompt":[0,1,2],"weighted_reward_config":[0,1,2],"weightedprompt":[0,1,2],"weightedpromptdict":[0,1,2],"weightedrewardconfig":0,"welcom":0,"well":[0,1],"were":0,"west":0,"wget":1,"wgs84":0,"what":[0,1],"when":[0,1],"when_idl":[0,1,2],"where":[0,1],"whether":[0,1],"which":0,"whichev":0,"while":[0,1],"white":[0,1],"white_space_config":[0,1,2],"whitespaceconfig":[0,1,2],"whitespaceconfigdict":[0,1,2],"who":0,"whole":0,"whose":0,"why":[0,1],"widget":0,"wikipedia":0,"wildcard":0,"will_continu":[0,1,2],"willcontinu":0,"win":0,"window":0,"winner":0,"wish":0,"with_raw_respons":[0,1,2],"with_streaming_respons":[0,1,2],"within":[0,1],"without":0,"woodwind":1,"word":[0,1,2],"word_timestamp":[0,1,2],"wordinfo":[0,1,2],"wordinfodict":[0,1,2],"wordtimestamp":0,"work":[0,1],"workload":0,"world":0,"would":0,"wrap":0,"wrap_sdk_cal":0,"wrapper":0,"write":1,"written":0,"wrong":0,"wrong_answer_reward":[0,1,2],"wronganswerreward":0,"x":1,"x2":[0,1],"x4":0,"xmqnxf":0,"y":1,"yaml":0,"ye":0,"year":[0,1,2],"yet":[0,1],"yield":0,"york":1,"you":[0,1],"your":[0,1],"your_image_mime_typ":1,"your_image_path":1,"z":0,"zdr":0,"zero":0,"zh":[0,1,2],"zone":0,"zoom":0},"titles":["Submodules","Google Gen AI SDK","google"],"titleterms":{"ai":1,"aiohttp":1,"ani":1,"api":1,"argument":1,"async":1,"asynchron":1,"automat":1,"base":1,"batch":1,"bodi":1,"cach":1,"call":1,"chat":1,"client":[0,1],"close":1,"comput":1,"config":1,"content":1,"context":1,"count":1,"creat":1,"custom":1,"declar":1,"delet":1,"develop":1,"disabl":1,"edit":1,"emb":1,"enum":1,"error":1,"experiment":1,"extra":1,"faster":1,"file":1,"function":1,"gao":0,"gemini":1,"gen":1,"genai":0,"gener":1,"generate_cont":1,"get":1,"googl":[1,2],"handl":1,"how":1,"imag":1,"imagen":1,"import":1,"input":1,"instal":1,"instanc":1,"instruct":1,"invok":1,"job":1,"json":1,"list":1,"live":0,"local":1,"manag":1,"manual":1,"mcp":1,"messag":1,"mix":1,"mode":1,"model":[0,1],"modul":0,"non":1,"onli":1,"option":1,"other":1,"output":1,"pager":1,"part":1,"predict":1,"protocol":1,"provid":1,"proxi":1,"pydant":1,"python":1,"refer":1,"request":1,"resourc":0,"respons":1,"safeti":1,"schema":1,"sdk":1,"select":1,"send":1,"set":1,"stream":1,"string":1,"structur":1,"submodul":0,"support":1,"synchron":1,"system":1,"text":1,"token":[0,1],"tool":1,"tune":[0,1],"type":[0,1],"updat":1,"upload":1,"upscal":1,"url":1,"us":1,"veo":1,"video":1}})
\ No newline at end of file
+Search.setIndex({"alltitles":{"API Selection":[[1,"api-selection"]],"Automatic Python function Support:":[[1,"automatic-python-function-support"]],"Batch Prediction":[[1,"batch-prediction"]],"Caches":[[1,"caches"]],"Chats":[[1,"chats"]],"Client context managers":[[1,"client-context-managers"]],"Close a client":[[1,"close-a-client"]],"Compute Tokens":[[1,"compute-tokens"]],"Count Tokens (Asynchronous)":[[1,"count-tokens-asynchronous"]],"Count Tokens and Compute Tokens":[[1,"count-tokens-and-compute-tokens"]],"Create":[[1,"create"],[1,"id6"]],"Create a client":[[1,"create-a-client"]],"Custom base url":[[1,"custom-base-url"]],"Delete":[[1,"delete"],[1,"id8"]],"Disabling automatic function calling":[[1,"disabling-automatic-function-calling"]],"Edit Image":[[1,"edit-image"]],"Embed Content":[[1,"embed-content"]],"Enum Response Schema":[[1,"enum-response-schema"]],"Error Handling":[[1,"error-handling"]],"Extra Request Body":[[1,"extra-request-body"]],"Faster async client option: Aiohttp":[[1,"faster-async-client-option-aiohttp"]],"Files":[[1,"files"]],"Function Calling":[[1,"function-calling"]],"Function calling with ANY tools config mode":[[1,"function-calling-with-any-tools-config-mode"]],"GAOS Client Resources":[[0,"gaos-client-resources"]],"Gemini Developer API":[[1,"id7"]],"Generate Content":[[1,"generate-content"]],"Generate Content (Asynchronous Non Streaming)":[[1,"generate-content-asynchronous-non-streaming"]],"Generate Content (Asynchronous Streaming)":[[1,"generate-content-asynchronous-streaming"]],"Generate Content (Synchronous Streaming)":[[1,"generate-content-synchronous-streaming"]],"Generate Content with Caches":[[1,"generate-content-with-caches"]],"Generate Images":[[1,"generate-images"]],"Generate Videos (Image to Video)":[[1,"generate-videos-image-to-video"]],"Generate Videos (Text to Video)":[[1,"generate-videos-text-to-video"]],"Generate Videos (Video to Video)":[[1,"generate-videos-video-to-video"]],"Get":[[1,"get"],[1,"id3"]],"Get Tuned Model":[[1,"get-tuned-model"]],"Get Tuning Job":[[1,"get-tuning-job"]],"Google Gen AI SDK":[[1,null]],"How to structure contents argument for generate_content":[[1,"how-to-structure-contents-argument-for-generate-content"]],"Imagen":[[1,"imagen"]],"Imports":[[1,"imports"]],"Installation":[[1,"installation"]],"JSON Response":[[1,"json-response"]],"JSON Response Schema":[[1,"json-response-schema"]],"JSON Schema support":[[1,"json-schema-support"]],"List":[[1,"list"]],"List Base Models":[[1,"list-base-models"]],"List Base Models (Asynchronous)":[[1,"list-base-models-asynchronous"]],"List Batch Jobs (Asynchronous)":[[1,"list-batch-jobs-asynchronous"]],"List Batch Jobs with Pager":[[1,"list-batch-jobs-with-pager"]],"List Batch Jobs with Pager (Asynchronous)":[[1,"list-batch-jobs-with-pager-asynchronous"]],"List Tuned Models":[[1,"list-tuned-models"]],"List Tuned Models (Asynchronous)":[[1,"list-tuned-models-asynchronous"]],"List Tuning Jobs":[[1,"list-tuning-jobs"]],"Local Compute Tokens":[[1,"local-compute-tokens"]],"Local Count Tokens":[[1,"local-count-tokens"]],"Manually declare and invoke a function for function calling":[[1,"manually-declare-and-invoke-a-function-for-function-calling"]],"Mix types in contents":[[1,"mix-types-in-contents"]],"Model Context Protocol (MCP) support (experimental)":[[1,"model-context-protocol-mcp-support-experimental"]],"Models":[[1,"models"]],"Provide a function call part":[[1,"provide-a-function-call-part"]],"Provide a list of function call parts":[[1,"provide-a-list-of-function-call-parts"]],"Provide a list of non function call parts":[[1,"provide-a-list-of-non-function-call-parts"]],"Provide a list of string":[[1,"provide-a-list-of-string"]],"Provide a list[types.Content]":[[1,"provide-a-list-types-content"]],"Provide a non function call part":[[1,"provide-a-non-function-call-part"]],"Provide a string":[[1,"provide-a-string"]],"Provide a types.Content instance":[[1,"provide-a-types-content-instance"]],"Proxy":[[1,"proxy"]],"Pydantic Model Schema support":[[1,"pydantic-model-schema-support"]],"Reference":[[1,"reference"]],"Safety Settings":[[1,"safety-settings"]],"Send Message (Asynchronous Non-Streaming)":[[1,"send-message-asynchronous-non-streaming"]],"Send Message (Asynchronous Streaming)":[[1,"send-message-asynchronous-streaming"]],"Send Message (Synchronous Non-Streaming)":[[1,"send-message-synchronous-non-streaming"]],"Send Message (Synchronous Streaming)":[[1,"send-message-synchronous-streaming"]],"Streaming for image content":[[1,"streaming-for-image-content"]],"Streaming for text content":[[1,"streaming-for-text-content"]],"Submodules":[[0,null]],"System Instructions and Other Configs":[[1,"system-instructions-and-other-configs"]],"Text Response":[[1,"text-response"]],"Tune":[[1,"tune"]],"Tunings":[[1,"tunings"]],"Typed Config":[[1,"typed-config"]],"Types":[[1,"types"]],"Update Tuned Model":[[1,"update-tuned-model"],[1,"id5"]],"Upload":[[1,"upload"]],"Upscale Image":[[1,"upscale-image"]],"Use Tuned Model":[[1,"use-tuned-model"]],"Veo":[[1,"veo"]],"genai.client module":[[0,"module-genai.client"]],"genai.live module":[[0,"module-genai.live"]],"genai.models module":[[0,"module-genai.models"]],"genai.tokens module":[[0,"module-genai.tokens"]],"genai.tunings module":[[0,"module-genai.tunings"]],"genai.types module":[[0,"module-genai.types"]],"google":[[2,null]],"with text content input (image output)":[[1,"with-text-content-input-image-output"]],"with text content input (text output)":[[1,"with-text-content-input-text-output"]],"with uploaded file (Gemini Developer API only)":[[1,"with-uploaded-file-gemini-developer-api-only"]]},"docnames":["genai","index","modules"],"envversion":{"sphinx":65,"sphinx.domains.c":3,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":9,"sphinx.domains.index":1,"sphinx.domains.javascript":3,"sphinx.domains.math":2,"sphinx.domains.python":4,"sphinx.domains.rst":2,"sphinx.domains.std":2},"filenames":["genai.rst","index.rst","modules.rst"],"indexentries":{"a_flat_major_f_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.A_FLAT_MAJOR_F_MINOR",false]],"a_major_g_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.A_MAJOR_G_FLAT_MINOR",false]],"access_token (genai.types.authconfigoauthconfig attribute)":[[0,"genai.types.AuthConfigOauthConfig.access_token",false]],"access_token (genai.types.authconfigoauthconfigdict attribute)":[[0,"genai.types.AuthConfigOauthConfigDict.access_token",false]],"account_creation (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.ACCOUNT_CREATION",false]],"aclose() (genai.client.asyncclient method)":[[0,"genai.client.AsyncClient.aclose",false]],"active (genai.types.filestate attribute)":[[0,"genai.types.FileState.ACTIVE",false]],"active_documents_count (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.active_documents_count",false]],"active_documents_count (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.active_documents_count",false]],"activity_end (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.activity_end",false]],"activity_end (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.activity_end",false]],"activity_end (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.activity_end",false]],"activity_end (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.activity_end",false]],"activity_end (genai.types.voiceactivitytype attribute)":[[0,"genai.types.VoiceActivityType.ACTIVITY_END",false]],"activity_handling (genai.types.realtimeinputconfig attribute)":[[0,"genai.types.RealtimeInputConfig.activity_handling",false]],"activity_handling (genai.types.realtimeinputconfigdict attribute)":[[0,"genai.types.RealtimeInputConfigDict.activity_handling",false]],"activity_handling_unspecified (genai.types.activityhandling attribute)":[[0,"genai.types.ActivityHandling.ACTIVITY_HANDLING_UNSPECIFIED",false]],"activity_start (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.activity_start",false]],"activity_start (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.activity_start",false]],"activity_start (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.activity_start",false]],"activity_start (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.activity_start",false]],"activity_start (genai.types.voiceactivitytype attribute)":[[0,"genai.types.VoiceActivityType.ACTIVITY_START",false]],"activityenddict (class in genai.types)":[[0,"genai.types.ActivityEndDict",false]],"activityhandling (class in genai.types)":[[0,"genai.types.ActivityHandling",false]],"activitystartdict (class in genai.types)":[[0,"genai.types.ActivityStartDict",false]],"adaptation_phrases (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.adaptation_phrases",false]],"adaptation_phrases (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.adaptation_phrases",false]],"adapter_size (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.adapter_size",false]],"adapter_size (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.adapter_size",false]],"adapter_size (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.adapter_size",false]],"adapter_size (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.adapter_size",false]],"adapter_size (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.adapter_size",false]],"adapter_size (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.adapter_size",false]],"adapter_size (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.adapter_size",false]],"adapter_size (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.adapter_size",false]],"adapter_size (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.adapter_size",false]],"adapter_size_eight (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_EIGHT",false]],"adapter_size_four (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_FOUR",false]],"adapter_size_one (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_ONE",false]],"adapter_size_sixteen (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_SIXTEEN",false]],"adapter_size_thirty_two (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_THIRTY_TWO",false]],"adapter_size_two (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_TWO",false]],"adapter_size_unspecified (genai.types.adaptersize attribute)":[[0,"genai.types.AdapterSize.ADAPTER_SIZE_UNSPECIFIED",false]],"adaptersize (class in genai.types)":[[0,"genai.types.AdapterSize",false]],"add_watermark (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.add_watermark",false]],"add_watermark (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.add_watermark",false]],"add_watermark (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.add_watermark",false]],"add_watermark (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.add_watermark",false]],"add_watermark (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.add_watermark",false]],"add_watermark (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.add_watermark",false]],"additional_config (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.additional_config",false]],"additional_config (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.additional_config",false]],"additional_properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.additional_properties",false]],"additional_properties (genai.types.schema attribute)":[[0,"genai.types.Schema.additional_properties",false]],"additional_properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.additional_properties",false]],"agentic (genai.types.mediaprocessing attribute)":[[0,"genai.types.MediaProcessing.AGENTIC",false]],"agents (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.agents",false]],"agents (genai.client.client property)":[[0,"genai.client.Client.agents",false]],"aggregate_summary_fn (genai.types.metric attribute)":[[0,"genai.types.Metric.aggregate_summary_fn",false]],"aggregate_summary_fn (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.aggregate_summary_fn",false]],"aggregation_metric (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.aggregation_metric",false]],"aggregation_metric (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.aggregation_metric",false]],"aggregation_metric_unspecified (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.AGGREGATION_METRIC_UNSPECIFIED",false]],"aggregation_output (genai.types.evaluatedatasetresponse attribute)":[[0,"genai.types.EvaluateDatasetResponse.aggregation_output",false]],"aggregation_output (genai.types.evaluatedatasetresponsedict attribute)":[[0,"genai.types.EvaluateDatasetResponseDict.aggregation_output",false]],"aggregation_results (genai.types.aggregationoutput attribute)":[[0,"genai.types.AggregationOutput.aggregation_results",false]],"aggregation_results (genai.types.aggregationoutputdict attribute)":[[0,"genai.types.AggregationOutputDict.aggregation_results",false]],"aggregationmetric (class in genai.types)":[[0,"genai.types.AggregationMetric",false]],"aggregationoutputdict (class in genai.types)":[[0,"genai.types.AggregationOutputDict",false]],"aggregationresultdict (class in genai.types)":[[0,"genai.types.AggregationResultDict",false]],"aio (genai.client.client property)":[[0,"genai.client.Client.aio",false]],"aiohttp_client (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.aiohttp_client",false]],"allow_adult (genai.types.persongeneration attribute)":[[0,"genai.types.PersonGeneration.ALLOW_ADULT",false]],"allow_all (genai.types.persongeneration attribute)":[[0,"genai.types.PersonGeneration.ALLOW_ALL",false]],"allow_prominent_people (genai.types.prominentpeople attribute)":[[0,"genai.types.ProminentPeople.ALLOW_PROMINENT_PEOPLE",false]],"allowed_function_names (genai.types.functioncallingconfig attribute)":[[0,"genai.types.FunctionCallingConfig.allowed_function_names",false]],"allowed_function_names (genai.types.functioncallingconfigdict attribute)":[[0,"genai.types.FunctionCallingConfigDict.allowed_function_names",false]],"alpha (genai.types.ragretrievalconfighybridsearch attribute)":[[0,"genai.types.RagRetrievalConfigHybridSearch.alpha",false]],"alpha (genai.types.ragretrievalconfighybridsearchdict attribute)":[[0,"genai.types.RagRetrievalConfigHybridSearchDict.alpha",false]],"any (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.ANY",false]],"any_of (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.any_of",false]],"any_of (genai.types.schema attribute)":[[0,"genai.types.Schema.any_of",false]],"any_of (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.any_of",false]],"api_auth (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.api_auth",false]],"api_auth (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.api_auth",false]],"api_key (genai.client.client attribute)":[[0,"genai.client.Client.api_key",false]],"api_key (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.api_key",false]],"api_key (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.api_key",false]],"api_key (genai.types.toolexaaisearch attribute)":[[0,"genai.types.ToolExaAiSearch.api_key",false]],"api_key (genai.types.toolexaaisearchdict attribute)":[[0,"genai.types.ToolExaAiSearchDict.api_key",false]],"api_key (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.api_key",false]],"api_key (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.api_key",false]],"api_key_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.API_KEY_AUTH",false]],"api_key_config (genai.types.apiauth attribute)":[[0,"genai.types.ApiAuth.api_key_config",false]],"api_key_config (genai.types.apiauthdict attribute)":[[0,"genai.types.ApiAuthDict.api_key_config",false]],"api_key_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.api_key_config",false]],"api_key_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.api_key_config",false]],"api_key_secret (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.api_key_secret",false]],"api_key_secret (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.api_key_secret",false]],"api_key_secret_version (genai.types.apiauthapikeyconfig attribute)":[[0,"genai.types.ApiAuthApiKeyConfig.api_key_secret_version",false]],"api_key_secret_version (genai.types.apiauthapikeyconfigdict attribute)":[[0,"genai.types.ApiAuthApiKeyConfigDict.api_key_secret_version",false]],"api_key_string (genai.types.apiauthapikeyconfig attribute)":[[0,"genai.types.ApiAuthApiKeyConfig.api_key_string",false]],"api_key_string (genai.types.apiauthapikeyconfigdict attribute)":[[0,"genai.types.ApiAuthApiKeyConfigDict.api_key_string",false]],"api_key_string (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.api_key_string",false]],"api_key_string (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.api_key_string",false]],"api_spec (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.api_spec",false]],"api_spec (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.api_spec",false]],"api_spec_unspecified (genai.types.apispec attribute)":[[0,"genai.types.ApiSpec.API_SPEC_UNSPECIFIED",false]],"api_version (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.api_version",false]],"api_version (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.api_version",false]],"apiauthapikeyconfigdict (class in genai.types)":[[0,"genai.types.ApiAuthApiKeyConfigDict",false]],"apiauthdict (class in genai.types)":[[0,"genai.types.ApiAuthDict",false]],"apikeyconfigdict (class in genai.types)":[[0,"genai.types.ApiKeyConfigDict",false]],"apispec (class in genai.types)":[[0,"genai.types.ApiSpec",false]],"args (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.args",false]],"args (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.args",false]],"args (genai.types.toolcall attribute)":[[0,"genai.types.ToolCall.args",false]],"args (genai.types.toolcalldict attribute)":[[0,"genai.types.ToolCallDict.args",false]],"array (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.ARRAY",false]],"array (genai.types.type attribute)":[[0,"genai.types.Type.ARRAY",false]],"as_image() (genai.types.blob method)":[[0,"genai.types.Blob.as_image",false]],"as_image() (genai.types.part method)":[[0,"genai.types.Part.as_image",false]],"aspect_ratio (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.aspect_ratio",false]],"aspect_ratio (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.aspect_ratio",false]],"aspect_ratio (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.aspect_ratio",false]],"aspect_ratio (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.aspect_ratio",false]],"aspect_ratio (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.aspect_ratio",false]],"aspect_ratio (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.aspect_ratio",false]],"aspect_ratio (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.aspect_ratio",false]],"aspect_ratio (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.aspect_ratio",false]],"aspect_ratio (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.aspect_ratio",false]],"aspect_ratio_eight_by_one (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_EIGHT_BY_ONE",false]],"aspect_ratio_five_by_four (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FIVE_BY_FOUR",false]],"aspect_ratio_four_by_five (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FOUR_BY_FIVE",false]],"aspect_ratio_four_by_one (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FOUR_BY_ONE",false]],"aspect_ratio_four_by_three (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_FOUR_BY_THREE",false]],"aspect_ratio_nine_by_sixteen (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_NINE_BY_SIXTEEN",false]],"aspect_ratio_one_by_eight (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_ONE_BY_EIGHT",false]],"aspect_ratio_one_by_four (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_ONE_BY_FOUR",false]],"aspect_ratio_one_by_one (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_ONE_BY_ONE",false]],"aspect_ratio_sixteen_by_nine (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_SIXTEEN_BY_NINE",false]],"aspect_ratio_three_by_four (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_THREE_BY_FOUR",false]],"aspect_ratio_three_by_two (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_THREE_BY_TWO",false]],"aspect_ratio_twenty_one_by_nine (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_TWENTY_ONE_BY_NINE",false]],"aspect_ratio_two_by_three (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_TWO_BY_THREE",false]],"aspect_ratio_unspecified (genai.types.aspectratio attribute)":[[0,"genai.types.AspectRatio.ASPECT_RATIO_UNSPECIFIED",false]],"aspectratio (class in genai.types)":[[0,"genai.types.AspectRatio",false]],"asset (genai.types.videogenerationreferencetype attribute)":[[0,"genai.types.VideoGenerationReferenceType.ASSET",false]],"async_client_args (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.async_client_args",false]],"async_client_args (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.async_client_args",false]],"asyncclient (class in genai.client)":[[0,"genai.client.AsyncClient",false]],"asyncgemininextgenagents (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents",false]],"asyncgemininextgenenvironments (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments",false]],"asyncgemininextgeninteractions (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions",false]],"asyncgemininextgentriggers (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers",false]],"asyncgemininextgenwebhooks (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks",false]],"asynclive (class in genai.live)":[[0,"genai.live.AsyncLive",false]],"asyncmodels (class in genai.models)":[[0,"genai.models.AsyncModels",false]],"asyncsession (class in genai.live)":[[0,"genai.live.AsyncSession",false]],"asynctokens (class in genai.tokens)":[[0,"genai.tokens.AsyncTokens",false]],"asynctunings (class in genai.tunings)":[[0,"genai.tunings.AsyncTunings",false]],"attempts (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.attempts",false]],"attempts (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.attempts",false]],"audio (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.audio",false]],"audio (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.audio",false]],"audio (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.audio",false]],"audio (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.audio",false]],"audio (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.AUDIO",false]],"audio (genai.types.modality attribute)":[[0,"genai.types.Modality.AUDIO",false]],"audio (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.audio",false]],"audio (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.audio",false]],"audio_bitrate_bps (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.audio_bitrate_bps",false]],"audio_bitrate_bps (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.audio_bitrate_bps",false]],"audio_chunks (genai.types.livemusicservercontent attribute)":[[0,"genai.types.LiveMusicServerContent.audio_chunks",false]],"audio_chunks (genai.types.livemusicservercontentdict attribute)":[[0,"genai.types.LiveMusicServerContentDict.audio_chunks",false]],"audio_duration_seconds (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.audio_duration_seconds",false]],"audio_duration_seconds (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.audio_duration_seconds",false]],"audio_offset (genai.types.voiceactivity attribute)":[[0,"genai.types.VoiceActivity.audio_offset",false]],"audio_offset (genai.types.voiceactivitydict attribute)":[[0,"genai.types.VoiceActivityDict.audio_offset",false]],"audio_stream_end (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.audio_stream_end",false]],"audio_stream_end (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.audio_stream_end",false]],"audio_stream_end (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.audio_stream_end",false]],"audio_stream_end (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.audio_stream_end",false]],"audio_timestamp (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.audio_timestamp",false]],"audio_timestamp (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.audio_timestamp",false]],"audio_timestamp (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.audio_timestamp",false]],"audio_timestamp (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.audio_timestamp",false]],"audio_track_extraction (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.audio_track_extraction",false]],"audio_track_extraction (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.audio_track_extraction",false]],"audio_transcription (genai.types.part attribute)":[[0,"genai.types.Part.audio_transcription",false]],"audio_transcription (genai.types.partdict attribute)":[[0,"genai.types.PartDict.audio_transcription",false]],"audio_transcription_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.audio_transcription_config",false]],"audio_transcription_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.audio_transcription_config",false]],"audio_transcription_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.audio_transcription_config",false]],"audio_transcription_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.audio_transcription_config",false]],"audiochunkdict (class in genai.types)":[[0,"genai.types.AudioChunkDict",false]],"audioresponseformatdict (class in genai.types)":[[0,"genai.types.AudioResponseFormatDict",false]],"audiotranscriptionconfigdict (class in genai.types)":[[0,"genai.types.AudioTranscriptionConfigDict",false]],"audiotranscriptionconfigmode (class in genai.types)":[[0,"genai.types.AudioTranscriptionConfigMode",false]],"auth_config (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.auth_config",false]],"auth_config (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.auth_config",false]],"auth_config (genai.types.googlemaps attribute)":[[0,"genai.types.GoogleMaps.auth_config",false]],"auth_config (genai.types.googlemapsdict attribute)":[[0,"genai.types.GoogleMapsDict.auth_config",false]],"auth_tokens (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.auth_tokens",false]],"auth_tokens (genai.client.client property)":[[0,"genai.client.Client.auth_tokens",false]],"auth_type (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.auth_type",false]],"auth_type (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.auth_type",false]],"auth_type_unspecified (genai.types.authtype attribute)":[[0,"genai.types.AuthType.AUTH_TYPE_UNSPECIFIED",false]],"authconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigDict",false]],"authconfiggoogleserviceaccountconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigGoogleServiceAccountConfigDict",false]],"authconfighttpbasicauthconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigHttpBasicAuthConfigDict",false]],"authconfigoauthconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigOauthConfigDict",false]],"authconfigoidcconfigdict (class in genai.types)":[[0,"genai.types.AuthConfigOidcConfigDict",false]],"author_attribution (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.author_attribution",false]],"author_attribution (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.author_attribution",false]],"authtokendict (class in genai.types)":[[0,"genai.types.AuthTokenDict",false]],"authtype (class in genai.types)":[[0,"genai.types.AuthType",false]],"auto (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.AUTO",false]],"auto (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.auto",false]],"auto_mode (genai.types.generationconfigroutingconfig attribute)":[[0,"genai.types.GenerationConfigRoutingConfig.auto_mode",false]],"auto_mode (genai.types.generationconfigroutingconfigdict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigDict.auto_mode",false]],"auto_truncate (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.auto_truncate",false]],"auto_truncate (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.auto_truncate",false]],"automatic_activity_detection (genai.types.realtimeinputconfig attribute)":[[0,"genai.types.RealtimeInputConfig.automatic_activity_detection",false]],"automatic_activity_detection (genai.types.realtimeinputconfigdict attribute)":[[0,"genai.types.RealtimeInputConfigDict.automatic_activity_detection",false]],"automatic_function_calling (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.automatic_function_calling",false]],"automatic_function_calling (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.automatic_function_calling",false]],"automatic_function_calling_history (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.automatic_function_calling_history",false]],"automaticactivitydetectiondict (class in genai.types)":[[0,"genai.types.AutomaticActivityDetectionDict",false]],"automaticfunctioncallingconfigdict (class in genai.types)":[[0,"genai.types.AutomaticFunctionCallingConfigDict",false]],"autorater_config (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.autorater_config",false]],"autorater_config (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.autorater_config",false]],"autorater_config (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.autorater_config",false]],"autorater_config (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.autorater_config",false]],"autorater_model (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.autorater_model",false]],"autorater_model (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.autorater_model",false]],"autorater_prompt (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.autorater_prompt",false]],"autorater_prompt (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.autorater_prompt",false]],"autorater_response_parse_config (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.autorater_response_parse_config",false]],"autorater_response_parse_config (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.autorater_response_parse_config",false]],"autorater_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.autorater_scorer",false]],"autorater_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.autorater_scorer",false]],"autoraterconfigdict (class in genai.types)":[[0,"genai.types.AutoraterConfigDict",false]],"avatar_config (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.avatar_config",false]],"avatar_config (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.avatar_config",false]],"avatar_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.avatar_config",false]],"avatar_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.avatar_config",false]],"avatar_name (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.avatar_name",false]],"avatar_name (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.avatar_name",false]],"avatarconfigdict (class in genai.types)":[[0,"genai.types.AvatarConfigDict",false]],"average (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.AVERAGE",false]],"avg_logprobs (genai.types.candidate attribute)":[[0,"genai.types.Candidate.avg_logprobs",false]],"avg_logprobs (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.avg_logprobs",false]],"b_flat_major_g_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.B_FLAT_MAJOR_G_MINOR",false]],"b_major_a_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.B_MAJOR_A_FLAT_MINOR",false]],"background (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.BACKGROUND",false]],"balanced (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.BALANCED",false]],"base_model (genai.types.createtuningjobparameters attribute)":[[0,"genai.types.CreateTuningJobParameters.base_model",false]],"base_model (genai.types.createtuningjobparametersdict attribute)":[[0,"genai.types.CreateTuningJobParametersDict.base_model",false]],"base_model (genai.types.pretunedmodel attribute)":[[0,"genai.types.PreTunedModel.base_model",false]],"base_model (genai.types.pretunedmodeldict attribute)":[[0,"genai.types.PreTunedModelDict.base_model",false]],"base_model (genai.types.tunedmodelinfo attribute)":[[0,"genai.types.TunedModelInfo.base_model",false]],"base_model (genai.types.tunedmodelinfodict attribute)":[[0,"genai.types.TunedModelInfoDict.base_model",false]],"base_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.base_model",false]],"base_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.base_model",false]],"base_steps (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.base_steps",false]],"base_steps (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.base_steps",false]],"base_steps (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.base_steps",false]],"base_steps (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.base_steps",false]],"base_teacher_model (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.base_teacher_model",false]],"base_teacher_model (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.base_teacher_model",false]],"base_teacher_model (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.base_teacher_model",false]],"base_teacher_model (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.base_teacher_model",false]],"base_teacher_model (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.base_teacher_model",false]],"base_teacher_model (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.base_teacher_model",false]],"base_url (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.base_url",false]],"base_url (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.base_url",false]],"base_url_resource_scope (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.base_url_resource_scope",false]],"base_url_resource_scope (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.base_url_resource_scope",false]],"baseline (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.BASELINE",false]],"baseline_response_field_name (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.baseline_response_field_name",false]],"baseline_response_field_name (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.baseline_response_field_name",false]],"batch_jobs (genai.types.listbatchjobsresponse attribute)":[[0,"genai.types.ListBatchJobsResponse.batch_jobs",false]],"batch_jobs (genai.types.listbatchjobsresponsedict attribute)":[[0,"genai.types.ListBatchJobsResponseDict.batch_jobs",false]],"batch_size (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.batch_size",false]],"batch_size (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.batch_size",false]],"batch_size (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.batch_size",false]],"batch_size (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.batch_size",false]],"batch_size (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.batch_size",false]],"batch_size (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.batch_size",false]],"batch_size (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.batch_size",false]],"batch_size (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.batch_size",false]],"batches (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.batches",false]],"batches (genai.client.client property)":[[0,"genai.client.Client.batches",false]],"batchjobdestinationdict (class in genai.types)":[[0,"genai.types.BatchJobDestinationDict",false]],"batchjobdict (class in genai.types)":[[0,"genai.types.BatchJobDict",false]],"batchjoboutputinfodict (class in genai.types)":[[0,"genai.types.BatchJobOutputInfoDict",false]],"batchjobsourcedict (class in genai.types)":[[0,"genai.types.BatchJobSourceDict",false]],"behavior (class in genai.types)":[[0,"genai.types.Behavior",false]],"behavior (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.behavior",false]],"behavior (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.behavior",false]],"beta (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.beta",false]],"beta (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.beta",false]],"beta (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.beta",false]],"beta (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.beta",false]],"bigquery_destination (genai.types.vertexmultimodaldatasetdestination attribute)":[[0,"genai.types.VertexMultimodalDatasetDestination.bigquery_destination",false]],"bigquery_destination (genai.types.vertexmultimodaldatasetdestinationdict attribute)":[[0,"genai.types.VertexMultimodalDatasetDestinationDict.bigquery_destination",false]],"bigquery_output_table (genai.types.batchjoboutputinfo attribute)":[[0,"genai.types.BatchJobOutputInfo.bigquery_output_table",false]],"bigquery_output_table (genai.types.batchjoboutputinfodict attribute)":[[0,"genai.types.BatchJobOutputInfoDict.bigquery_output_table",false]],"bigquery_source (genai.types.evaluationdataset attribute)":[[0,"genai.types.EvaluationDataset.bigquery_source",false]],"bigquery_source (genai.types.evaluationdatasetdict attribute)":[[0,"genai.types.EvaluationDatasetDict.bigquery_source",false]],"bigquery_uri (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.bigquery_uri",false]],"bigquery_uri (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.bigquery_uri",false]],"bigquery_uri (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.bigquery_uri",false]],"bigquery_uri (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.bigquery_uri",false]],"bigquerysourcedict (class in genai.types)":[[0,"genai.types.BigQuerySourceDict",false]],"billable_character_count (genai.types.embedcontentmetadata attribute)":[[0,"genai.types.EmbedContentMetadata.billable_character_count",false]],"billable_character_count (genai.types.embedcontentmetadatadict attribute)":[[0,"genai.types.EmbedContentMetadataDict.billable_character_count",false]],"billable_sum (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.billable_sum",false]],"billable_sum (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.billable_sum",false]],"binary_color_threshold (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.binary_color_threshold",false]],"binary_color_threshold (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.binary_color_threshold",false]],"bit_rate (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.bit_rate",false]],"bit_rate (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.bit_rate",false]],"bleu (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.BLEU",false]],"bleu_metric_value (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.bleu_metric_value",false]],"bleu_metric_value (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.bleu_metric_value",false]],"bleu_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.bleu_spec",false]],"bleu_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.bleu_spec",false]],"bleumetricvaluedict (class in genai.types)":[[0,"genai.types.BleuMetricValueDict",false]],"bleuspecdict (class in genai.types)":[[0,"genai.types.BleuSpecDict",false]],"blobdict (class in genai.types)":[[0,"genai.types.BlobDict",false]],"block_high_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_HIGH_AND_ABOVE",false]],"block_higher_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_HIGHER_AND_ABOVE",false]],"block_low_and_above (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_LOW_AND_ABOVE",false]],"block_low_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_LOW_AND_ABOVE",false]],"block_low_and_above (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_LOW_AND_ABOVE",false]],"block_medium_and_above (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE",false]],"block_medium_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_MEDIUM_AND_ABOVE",false]],"block_medium_and_above (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_MEDIUM_AND_ABOVE",false]],"block_none (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_NONE",false]],"block_none (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_NONE",false]],"block_only_extremely_high (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_ONLY_EXTREMELY_HIGH",false]],"block_only_high (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH",false]],"block_only_high (genai.types.safetyfilterlevel attribute)":[[0,"genai.types.SafetyFilterLevel.BLOCK_ONLY_HIGH",false]],"block_prominent_people (genai.types.prominentpeople attribute)":[[0,"genai.types.ProminentPeople.BLOCK_PROMINENT_PEOPLE",false]],"block_reason (genai.types.generatecontentresponsepromptfeedback attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedback.block_reason",false]],"block_reason (genai.types.generatecontentresponsepromptfeedbackdict attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict.block_reason",false]],"block_reason_message (genai.types.generatecontentresponsepromptfeedback attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedback.block_reason_message",false]],"block_reason_message (genai.types.generatecontentresponsepromptfeedbackdict attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict.block_reason_message",false]],"block_very_high_and_above (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.BLOCK_VERY_HIGH_AND_ABOVE",false]],"blocked (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.blocked",false]],"blocked (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.blocked",false]],"blocked_reason_unspecified (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.BLOCKED_REASON_UNSPECIFIED",false]],"blockedreason (class in genai.types)":[[0,"genai.types.BlockedReason",false]],"blocking (genai.types.behavior attribute)":[[0,"genai.types.Behavior.BLOCKING",false]],"blocking_confidence (genai.types.enterprisewebsearch attribute)":[[0,"genai.types.EnterpriseWebSearch.blocking_confidence",false]],"blocking_confidence (genai.types.enterprisewebsearchdict attribute)":[[0,"genai.types.EnterpriseWebSearchDict.blocking_confidence",false]],"blocking_confidence (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.blocking_confidence",false]],"blocking_confidence (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.blocking_confidence",false]],"blocklist (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.BLOCKLIST",false]],"blocklist (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.BLOCKLIST",false]],"blocklist (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.BLOCKLIST",false]],"body (genai.types.httpresponse attribute)":[[0,"genai.types.HttpResponse.body",false]],"body (genai.types.httpresponsedict attribute)":[[0,"genai.types.HttpResponseDict.body",false]],"body_segments (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.body_segments",false]],"body_segments (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.body_segments",false]],"body_segments (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.body_segments",false]],"body_segments (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.body_segments",false]],"bool_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.bool_value",false]],"bool_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.bool_value",false]],"boolean (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.BOOLEAN",false]],"boolean (genai.types.type attribute)":[[0,"genai.types.Type.BOOLEAN",false]],"bpm (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.bpm",false]],"bpm (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.bpm",false]],"brightness (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.brightness",false]],"brightness (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.brightness",false]],"buckets (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.buckets",false]],"buckets (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.buckets",false]],"buckets (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.buckets",false]],"buckets (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.buckets",false]],"c_major_a_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.C_MAJOR_A_MINOR",false]],"cache_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.cache_tokens_details",false]],"cache_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.cache_tokens_details",false]],"cache_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.cache_tokens_details",false]],"cache_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.cache_tokens_details",false]],"cached_content (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.cached_content",false]],"cached_content (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.cached_content",false]],"cached_content_token_count (genai.types.counttokensresponse attribute)":[[0,"genai.types.CountTokensResponse.cached_content_token_count",false]],"cached_content_token_count (genai.types.counttokensresponsedict attribute)":[[0,"genai.types.CountTokensResponseDict.cached_content_token_count",false]],"cached_content_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.cached_content_token_count",false]],"cached_content_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.cached_content_token_count",false]],"cached_content_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.cached_content_token_count",false]],"cached_content_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.cached_content_token_count",false]],"cached_contents (genai.types.listcachedcontentsresponse attribute)":[[0,"genai.types.ListCachedContentsResponse.cached_contents",false]],"cached_contents (genai.types.listcachedcontentsresponsedict attribute)":[[0,"genai.types.ListCachedContentsResponseDict.cached_contents",false]],"cachedcontentdict (class in genai.types)":[[0,"genai.types.CachedContentDict",false]],"cachedcontentusagemetadatadict (class in genai.types)":[[0,"genai.types.CachedContentUsageMetadataDict",false]],"caches (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.caches",false]],"caches (genai.client.client property)":[[0,"genai.client.Client.caches",false]],"cancel() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.cancel",false]],"cancel() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.cancel",false]],"cancel() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.cancel",false]],"cancel() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.cancel",false]],"cancelbatchjobconfigdict (class in genai.types)":[[0,"genai.types.CancelBatchJobConfigDict",false]],"canceltuningjobconfigdict (class in genai.types)":[[0,"genai.types.CancelTuningJobConfigDict",false]],"canceltuningjobresponsedict (class in genai.types)":[[0,"genai.types.CancelTuningJobResponseDict",false]],"candidate (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.CANDIDATE",false]],"candidate_count (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.candidate_count",false]],"candidate_count (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.candidate_count",false]],"candidate_count (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.candidate_count",false]],"candidate_count (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.candidate_count",false]],"candidate_response_field_name (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.candidate_response_field_name",false]],"candidate_response_field_name (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.candidate_response_field_name",false]],"candidatedict (class in genai.types)":[[0,"genai.types.CandidateDict",false]],"candidates (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.candidates",false]],"candidates (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.candidates",false]],"candidates (genai.types.logprobsresulttopcandidates attribute)":[[0,"genai.types.LogprobsResultTopCandidates.candidates",false]],"candidates (genai.types.logprobsresulttopcandidatesdict attribute)":[[0,"genai.types.LogprobsResultTopCandidatesDict.candidates",false]],"candidates_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.candidates_token_count",false]],"candidates_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.candidates_token_count",false]],"candidates_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.candidates_tokens_details",false]],"candidates_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.candidates_tokens_details",false]],"categories (genai.types.safetyattributes attribute)":[[0,"genai.types.SafetyAttributes.categories",false]],"categories (genai.types.safetyattributesdict attribute)":[[0,"genai.types.SafetyAttributesDict.categories",false]],"category (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.category",false]],"category (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.category",false]],"category (genai.types.safetysetting attribute)":[[0,"genai.types.SafetySetting.category",false]],"category (genai.types.safetysettingdict attribute)":[[0,"genai.types.SafetySettingDict.category",false]],"chats (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.chats",false]],"chats (genai.client.client property)":[[0,"genai.client.Client.chats",false]],"checkpoint_id (genai.types.checkpoint attribute)":[[0,"genai.types.Checkpoint.checkpoint_id",false]],"checkpoint_id (genai.types.checkpointdict attribute)":[[0,"genai.types.CheckpointDict.checkpoint_id",false]],"checkpoint_id (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.checkpoint_id",false]],"checkpoint_id (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.checkpoint_id",false]],"checkpoint_id (genai.types.pretunedmodel attribute)":[[0,"genai.types.PreTunedModel.checkpoint_id",false]],"checkpoint_id (genai.types.pretunedmodeldict attribute)":[[0,"genai.types.PreTunedModelDict.checkpoint_id",false]],"checkpoint_id (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.checkpoint_id",false]],"checkpoint_id (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.checkpoint_id",false]],"checkpoint_interval (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.checkpoint_interval",false]],"checkpoint_interval (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.checkpoint_interval",false]],"checkpoint_interval (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.checkpoint_interval",false]],"checkpoint_interval (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.checkpoint_interval",false]],"checkpointdict (class in genai.types)":[[0,"genai.types.CheckpointDict",false]],"checkpoints (genai.types.model attribute)":[[0,"genai.types.Model.checkpoints",false]],"checkpoints (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.checkpoints",false]],"checkpoints (genai.types.tunedmodel attribute)":[[0,"genai.types.TunedModel.checkpoints",false]],"checkpoints (genai.types.tunedmodeldict attribute)":[[0,"genai.types.TunedModelDict.checkpoints",false]],"chosen_candidates (genai.types.logprobsresult attribute)":[[0,"genai.types.LogprobsResult.chosen_candidates",false]],"chosen_candidates (genai.types.logprobsresultdict attribute)":[[0,"genai.types.LogprobsResultDict.chosen_candidates",false]],"chunk_id (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.chunk_id",false]],"chunk_id (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.chunk_id",false]],"chunking_config (genai.types.importfileconfig attribute)":[[0,"genai.types.ImportFileConfig.chunking_config",false]],"chunking_config (genai.types.importfileconfigdict attribute)":[[0,"genai.types.ImportFileConfigDict.chunking_config",false]],"chunking_config (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.chunking_config",false]],"chunking_config (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.chunking_config",false]],"chunkingconfigdict (class in genai.types)":[[0,"genai.types.ChunkingConfigDict",false]],"citation_metadata (genai.types.candidate attribute)":[[0,"genai.types.Candidate.citation_metadata",false]],"citation_metadata (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.citation_metadata",false]],"citationdict (class in genai.types)":[[0,"genai.types.CitationDict",false]],"citationmetadatadict (class in genai.types)":[[0,"genai.types.CitationMetadataDict",false]],"citations (genai.types.citationmetadata attribute)":[[0,"genai.types.CitationMetadata.citations",false]],"citations (genai.types.citationmetadatadict attribute)":[[0,"genai.types.CitationMetadataDict.citations",false]],"client (class in genai.client)":[[0,"genai.client.Client",false]],"client_args (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.client_args",false]],"client_args (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.client_args",false]],"client_content (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.client_content",false]],"client_content (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.client_content",false]],"client_content (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.client_content",false]],"client_content (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.client_content",false]],"client_content (genai.types.livemusicsourcemetadata attribute)":[[0,"genai.types.LiveMusicSourceMetadata.client_content",false]],"client_content (genai.types.livemusicsourcemetadatadict attribute)":[[0,"genai.types.LiveMusicSourceMetadataDict.client_content",false]],"client_mode (genai.client.debugconfig attribute)":[[0,"genai.client.DebugConfig.client_mode",false]],"close() (genai.client.client method)":[[0,"genai.client.Client.close",false]],"close() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.close",false]],"cloud_run_reward_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.cloud_run_reward_scorer",false]],"cloud_run_reward_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.cloud_run_reward_scorer",false]],"cloud_run_uri (genai.types.reinforcementtuningcloudrunrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningCloudRunRewardScorer.cloud_run_uri",false]],"cloud_run_uri (genai.types.reinforcementtuningcloudrunrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningCloudRunRewardScorerDict.cloud_run_uri",false]],"code (genai.types.executablecode attribute)":[[0,"genai.types.ExecutableCode.code",false]],"code (genai.types.executablecodedict attribute)":[[0,"genai.types.ExecutableCodeDict.code",false]],"code (genai.types.filestatus attribute)":[[0,"genai.types.FileStatus.code",false]],"code (genai.types.filestatusdict attribute)":[[0,"genai.types.FileStatusDict.code",false]],"code (genai.types.googlerpcstatus attribute)":[[0,"genai.types.GoogleRpcStatus.code",false]],"code (genai.types.googlerpcstatusdict attribute)":[[0,"genai.types.GoogleRpcStatusDict.code",false]],"code (genai.types.joberror attribute)":[[0,"genai.types.JobError.code",false]],"code (genai.types.joberrordict attribute)":[[0,"genai.types.JobErrorDict.code",false]],"code_execution (genai.types.tool attribute)":[[0,"genai.types.Tool.code_execution",false]],"code_execution (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.code_execution",false]],"code_execution_region (genai.types.customcodeexecutionspec attribute)":[[0,"genai.types.CustomCodeExecutionSpec.code_execution_region",false]],"code_execution_region (genai.types.customcodeexecutionspecdict attribute)":[[0,"genai.types.CustomCodeExecutionSpecDict.code_execution_region",false]],"code_execution_region (genai.types.evaluationparserconfigcustomcodeparserconfig attribute)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfig.code_execution_region",false]],"code_execution_region (genai.types.evaluationparserconfigcustomcodeparserconfigdict attribute)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfigDict.code_execution_region",false]],"code_execution_result (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.code_execution_result",false]],"code_execution_result (genai.types.part attribute)":[[0,"genai.types.Part.code_execution_result",false]],"code_execution_result (genai.types.partdict attribute)":[[0,"genai.types.PartDict.code_execution_result",false]],"code_execution_reward_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.code_execution_reward_scorer",false]],"code_execution_reward_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.code_execution_reward_scorer",false]],"codeexecutionresultdict (class in genai.types)":[[0,"genai.types.CodeExecutionResultDict",false]],"collection (genai.types.resourcescope attribute)":[[0,"genai.types.ResourceScope.COLLECTION",false]],"comment (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.comment",false]],"comment (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.comment",false]],"communication_tool (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.COMMUNICATION_TOOL",false]],"completed_epoch_count (genai.types.tuningjobmetadata attribute)":[[0,"genai.types.TuningJobMetadata.completed_epoch_count",false]],"completed_epoch_count (genai.types.tuningjobmetadatadict attribute)":[[0,"genai.types.TuningJobMetadataDict.completed_epoch_count",false]],"completed_step_count (genai.types.tuningjobmetadata attribute)":[[0,"genai.types.TuningJobMetadata.completed_step_count",false]],"completed_step_count (genai.types.tuningjobmetadatadict attribute)":[[0,"genai.types.TuningJobMetadataDict.completed_step_count",false]],"completion (genai.types.geminipreferenceexamplecompletion attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletion.completion",false]],"completion (genai.types.geminipreferenceexamplecompletiondict attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletionDict.completion",false]],"completion_stats (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.completion_stats",false]],"completion_stats (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.completion_stats",false]],"completions (genai.types.geminipreferenceexample attribute)":[[0,"genai.types.GeminiPreferenceExample.completions",false]],"completions (genai.types.geminipreferenceexampledict attribute)":[[0,"genai.types.GeminiPreferenceExampleDict.completions",false]],"completionstatsdict (class in genai.types)":[[0,"genai.types.CompletionStatsDict",false]],"composite_reward_config (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.composite_reward_config",false]],"composite_reward_config (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.composite_reward_config",false]],"composite_reward_config (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.composite_reward_config",false]],"composite_reward_config (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.composite_reward_config",false]],"compositereinforcementtuningrewardconfigdict (class in genai.types)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigDict",false]],"compositereinforcementtuningrewardconfigweightedrewardconfigdict (class in genai.types)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict",false]],"compression_quality (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.compression_quality",false]],"compression_quality (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.compression_quality",false]],"compression_quality (genai.types.imageconfigimageoutputoptions attribute)":[[0,"genai.types.ImageConfigImageOutputOptions.compression_quality",false]],"compression_quality (genai.types.imageconfigimageoutputoptionsdict attribute)":[[0,"genai.types.ImageConfigImageOutputOptionsDict.compression_quality",false]],"computation_based_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.computation_based_metric_spec",false]],"computation_based_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.computation_based_metric_spec",false]],"computation_based_metric_type_unspecified (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED",false]],"computationbasedmetricspecdict (class in genai.types)":[[0,"genai.types.ComputationBasedMetricSpecDict",false]],"computationbasedmetrictype (class in genai.types)":[[0,"genai.types.ComputationBasedMetricType",false]],"compute_tokens() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.compute_tokens",false]],"compute_tokens() (genai.models.models method)":[[0,"genai.models.Models.compute_tokens",false]],"computer_use (genai.types.tool attribute)":[[0,"genai.types.Tool.computer_use",false]],"computer_use (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.computer_use",false]],"computerusedict (class in genai.types)":[[0,"genai.types.ComputerUseDict",false]],"computetokensconfigdict (class in genai.types)":[[0,"genai.types.ComputeTokensConfigDict",false]],"computetokensresponsedict (class in genai.types)":[[0,"genai.types.ComputeTokensResponseDict",false]],"computetokensresultdict (class in genai.types)":[[0,"genai.types.ComputeTokensResultDict",false]],"confidence_scores (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.confidence_scores",false]],"confidence_scores (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.confidence_scores",false]],"confidence_threshold (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.confidence_threshold",false]],"confidence_threshold (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.confidence_threshold",false]],"config (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.config",false]],"config (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.config",false]],"config (genai.types.createauthtokenparameters attribute)":[[0,"genai.types.CreateAuthTokenParameters.config",false]],"config (genai.types.createauthtokenparametersdict attribute)":[[0,"genai.types.CreateAuthTokenParametersDict.config",false]],"config (genai.types.createtuningjobparameters attribute)":[[0,"genai.types.CreateTuningJobParameters.config",false]],"config (genai.types.createtuningjobparametersdict attribute)":[[0,"genai.types.CreateTuningJobParametersDict.config",false]],"config (genai.types.embedcontentbatch attribute)":[[0,"genai.types.EmbedContentBatch.config",false]],"config (genai.types.embedcontentbatchdict attribute)":[[0,"genai.types.EmbedContentBatchDict.config",false]],"config (genai.types.embedcontentparameters attribute)":[[0,"genai.types.EmbedContentParameters.config",false]],"config (genai.types.embedcontentparametersdict attribute)":[[0,"genai.types.EmbedContentParametersDict.config",false]],"config (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.config",false]],"config (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.config",false]],"config (genai.types.liveconnectconstraints attribute)":[[0,"genai.types.LiveConnectConstraints.config",false]],"config (genai.types.liveconnectconstraintsdict attribute)":[[0,"genai.types.LiveConnectConstraintsDict.config",false]],"config (genai.types.liveconnectparameters attribute)":[[0,"genai.types.LiveConnectParameters.config",false]],"config (genai.types.liveconnectparametersdict attribute)":[[0,"genai.types.LiveConnectParametersDict.config",false]],"config (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.config",false]],"config (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.config",false]],"config (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.config",false]],"config (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.config",false]],"config (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.config",false]],"config (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.config",false]],"config (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.config",false]],"config (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.config",false]],"connect() (genai.live.asynclive method)":[[0,"genai.live.AsyncLive.connect",false]],"consent_audio (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.consent_audio",false]],"consent_audio (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.consent_audio",false]],"content (genai.types.candidate attribute)":[[0,"genai.types.Candidate.content",false]],"content (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.content",false]],"content_type (genai.types.safetyattributes attribute)":[[0,"genai.types.SafetyAttributes.content_type",false]],"content_type (genai.types.safetyattributesdict attribute)":[[0,"genai.types.SafetyAttributesDict.content_type",false]],"contentdict (class in genai.types)":[[0,"genai.types.ContentDict",false]],"contentembeddingdict (class in genai.types)":[[0,"genai.types.ContentEmbeddingDict",false]],"contentembeddingstatisticsdict (class in genai.types)":[[0,"genai.types.ContentEmbeddingStatisticsDict",false]],"contentreferenceimagedict (class in genai.types)":[[0,"genai.types.ContentReferenceImageDict",false]],"contents (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.contents",false]],"contents (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.contents",false]],"contents (genai.types.embedcontentbatch attribute)":[[0,"genai.types.EmbedContentBatch.contents",false]],"contents (genai.types.embedcontentbatchdict attribute)":[[0,"genai.types.EmbedContentBatchDict.contents",false]],"contents (genai.types.embedcontentparameters attribute)":[[0,"genai.types.EmbedContentParameters.contents",false]],"contents (genai.types.embedcontentparametersdict attribute)":[[0,"genai.types.EmbedContentParametersDict.contents",false]],"contents (genai.types.geminipreferenceexample attribute)":[[0,"genai.types.GeminiPreferenceExample.contents",false]],"contents (genai.types.geminipreferenceexampledict attribute)":[[0,"genai.types.GeminiPreferenceExampleDict.contents",false]],"contents (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.contents",false]],"contents (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.contents",false]],"contents (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.contents",false]],"contents (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.contents",false]],"contents_per_example_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.contents_per_example_distribution",false]],"contents_per_example_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.contents_per_example_distribution",false]],"context_window_compression (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.context_window_compression",false]],"context_window_compression (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.context_window_compression",false]],"context_window_compression (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.context_window_compression",false]],"context_window_compression (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.context_window_compression",false]],"contextwindowcompressionconfigdict (class in genai.types)":[[0,"genai.types.ContextWindowCompressionConfigDict",false]],"control_image_config (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.control_image_config",false]],"control_type (genai.types.controlreferenceconfig attribute)":[[0,"genai.types.ControlReferenceConfig.control_type",false]],"control_type (genai.types.controlreferenceconfigdict attribute)":[[0,"genai.types.ControlReferenceConfigDict.control_type",false]],"control_type_canny (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_CANNY",false]],"control_type_default (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_DEFAULT",false]],"control_type_face_mesh (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_FACE_MESH",false]],"control_type_scribble (genai.types.controlreferencetype attribute)":[[0,"genai.types.ControlReferenceType.CONTROL_TYPE_SCRIBBLE",false]],"controlreferenceconfigdict (class in genai.types)":[[0,"genai.types.ControlReferenceConfigDict",false]],"controlreferenceimagedict (class in genai.types)":[[0,"genai.types.ControlReferenceImageDict",false]],"controlreferencetype (class in genai.types)":[[0,"genai.types.ControlReferenceType",false]],"correct_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.correct_answer_reward",false]],"correct_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.correct_answer_reward",false]],"correct_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.correct_answer_reward",false]],"correct_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.correct_answer_reward",false]],"count (genai.types.datasetdistributiondistributionbucket attribute)":[[0,"genai.types.DatasetDistributionDistributionBucket.count",false]],"count (genai.types.datasetdistributiondistributionbucketdict attribute)":[[0,"genai.types.DatasetDistributionDistributionBucketDict.count",false]],"count (genai.types.supervisedtuningdatasetdistributiondatasetbucket attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucket.count",false]],"count (genai.types.supervisedtuningdatasetdistributiondatasetbucketdict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict.count",false]],"count_tokens() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.count_tokens",false]],"count_tokens() (genai.models.models method)":[[0,"genai.models.Models.count_tokens",false]],"counttokensconfigdict (class in genai.types)":[[0,"genai.types.CountTokensConfigDict",false]],"counttokensresponsedict (class in genai.types)":[[0,"genai.types.CountTokensResponseDict",false]],"counttokensresultdict (class in genai.types)":[[0,"genai.types.CountTokensResultDict",false]],"create() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.create",false]],"create() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.create",false]],"create() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.create",false]],"create() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.create",false]],"create() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.create",false]],"create() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.create",false]],"create() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.create",false]],"create() (genai.tokens.asynctokens method)":[[0,"genai.tokens.AsyncTokens.create",false]],"create() (genai.tokens.tokens method)":[[0,"genai.tokens.Tokens.create",false]],"create_environment() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.create_environment",false]],"create_environment() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.create_environment",false]],"create_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.create_time",false]],"create_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.create_time",false]],"create_time (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.create_time",false]],"create_time (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.create_time",false]],"create_time (genai.types.document attribute)":[[0,"genai.types.Document.create_time",false]],"create_time (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.create_time",false]],"create_time (genai.types.file attribute)":[[0,"genai.types.File.create_time",false]],"create_time (genai.types.filedict attribute)":[[0,"genai.types.FileDict.create_time",false]],"create_time (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.create_time",false]],"create_time (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.create_time",false]],"create_time (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.create_time",false]],"create_time (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.create_time",false]],"create_time (genai.types.tunedmodelinfo attribute)":[[0,"genai.types.TunedModelInfo.create_time",false]],"create_time (genai.types.tunedmodelinfodict attribute)":[[0,"genai.types.TunedModelInfoDict.create_time",false]],"create_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.create_time",false]],"create_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.create_time",false]],"createauthtokenconfigdict (class in genai.types)":[[0,"genai.types.CreateAuthTokenConfigDict",false]],"createauthtokenparametersdict (class in genai.types)":[[0,"genai.types.CreateAuthTokenParametersDict",false]],"createbatchjobconfigdict (class in genai.types)":[[0,"genai.types.CreateBatchJobConfigDict",false]],"createcachedcontentconfigdict (class in genai.types)":[[0,"genai.types.CreateCachedContentConfigDict",false]],"createembeddingsbatchjobconfigdict (class in genai.types)":[[0,"genai.types.CreateEmbeddingsBatchJobConfigDict",false]],"createfileconfigdict (class in genai.types)":[[0,"genai.types.CreateFileConfigDict",false]],"createfileresponsedict (class in genai.types)":[[0,"genai.types.CreateFileResponseDict",false]],"createfilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.CreateFileSearchStoreConfigDict",false]],"createtuningjobconfigdict (class in genai.types)":[[0,"genai.types.CreateTuningJobConfigDict",false]],"createtuningjobparametersdict (class in genai.types)":[[0,"genai.types.CreateTuningJobParametersDict",false]],"credential_secret (genai.types.authconfighttpbasicauthconfig attribute)":[[0,"genai.types.AuthConfigHttpBasicAuthConfig.credential_secret",false]],"credential_secret (genai.types.authconfighttpbasicauthconfigdict attribute)":[[0,"genai.types.AuthConfigHttpBasicAuthConfigDict.credential_secret",false]],"credentials (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.credentials",false]],"credentials (genai.client.client attribute)":[[0,"genai.client.Client.credentials",false]],"credentials (genai.client.client property)":[[0,"id0",false]],"crop (genai.types.imageresizemode attribute)":[[0,"genai.types.ImageResizeMode.CROP",false]],"custom_base_model (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.custom_base_model",false]],"custom_base_model (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.custom_base_model",false]],"custom_base_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.custom_base_model",false]],"custom_base_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.custom_base_model",false]],"custom_code_execution_result (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.custom_code_execution_result",false]],"custom_code_execution_result (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.custom_code_execution_result",false]],"custom_code_execution_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.custom_code_execution_spec",false]],"custom_code_execution_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.custom_code_execution_spec",false]],"custom_code_parser_config (genai.types.evaluationparserconfig attribute)":[[0,"genai.types.EvaluationParserConfig.custom_code_parser_config",false]],"custom_code_parser_config (genai.types.evaluationparserconfigdict attribute)":[[0,"genai.types.EvaluationParserConfigDict.custom_code_parser_config",false]],"custom_configs (genai.types.toolexaaisearch attribute)":[[0,"genai.types.ToolExaAiSearch.custom_configs",false]],"custom_configs (genai.types.toolexaaisearchdict attribute)":[[0,"genai.types.ToolExaAiSearchDict.custom_configs",false]],"custom_configs (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.custom_configs",false]],"custom_configs (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.custom_configs",false]],"custom_function (genai.types.metric attribute)":[[0,"genai.types.Metric.custom_function",false]],"custom_function (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.custom_function",false]],"custom_metadata (genai.types.document attribute)":[[0,"genai.types.Document.custom_metadata",false]],"custom_metadata (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.custom_metadata",false]],"custom_metadata (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.custom_metadata",false]],"custom_metadata (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.custom_metadata",false]],"custom_metadata (genai.types.importfileconfig attribute)":[[0,"genai.types.ImportFileConfig.custom_metadata",false]],"custom_metadata (genai.types.importfileconfigdict attribute)":[[0,"genai.types.ImportFileConfigDict.custom_metadata",false]],"custom_metadata (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.custom_metadata",false]],"custom_metadata (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.custom_metadata",false]],"custom_output (genai.types.pairwisemetricresult attribute)":[[0,"genai.types.PairwiseMetricResult.custom_output",false]],"custom_output (genai.types.pairwisemetricresultdict attribute)":[[0,"genai.types.PairwiseMetricResultDict.custom_output",false]],"custom_output (genai.types.pointwisemetricresult attribute)":[[0,"genai.types.PointwiseMetricResult.custom_output",false]],"custom_output (genai.types.pointwisemetricresultdict attribute)":[[0,"genai.types.PointwiseMetricResultDict.custom_output",false]],"custom_output_format_config (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.custom_output_format_config",false]],"custom_output_format_config (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.custom_output_format_config",false]],"custom_output_format_config (genai.types.pointwisemetricspec attribute)":[[0,"genai.types.PointwiseMetricSpec.custom_output_format_config",false]],"custom_output_format_config (genai.types.pointwisemetricspecdict attribute)":[[0,"genai.types.PointwiseMetricSpecDict.custom_output_format_config",false]],"custom_vocabulary (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.custom_vocabulary",false]],"custom_vocabulary (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.custom_vocabulary",false]],"customcodeexecutionresultdict (class in genai.types)":[[0,"genai.types.CustomCodeExecutionResultDict",false]],"customcodeexecutionspecdict (class in genai.types)":[[0,"genai.types.CustomCodeExecutionSpecDict",false]],"customized_avatar (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.customized_avatar",false]],"customized_avatar (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.customized_avatar",false]],"customizedavatardict (class in genai.types)":[[0,"genai.types.CustomizedAvatarDict",false]],"custommetadatadict (class in genai.types)":[[0,"genai.types.CustomMetadataDict",false]],"customoutputdict (class in genai.types)":[[0,"genai.types.CustomOutputDict",false]],"customoutputformatconfigdict (class in genai.types)":[[0,"genai.types.CustomOutputFormatConfigDict",false]],"d_flat_major_b_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.D_FLAT_MAJOR_B_FLAT_MINOR",false]],"d_major_b_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.D_MAJOR_B_MINOR",false]],"data (genai.types.audiochunk attribute)":[[0,"genai.types.AudioChunk.data",false]],"data (genai.types.audiochunkdict attribute)":[[0,"genai.types.AudioChunkDict.data",false]],"data (genai.types.blob attribute)":[[0,"genai.types.Blob.data",false]],"data (genai.types.blobdict attribute)":[[0,"genai.types.BlobDict.data",false]],"data (genai.types.functionresponseblob attribute)":[[0,"genai.types.FunctionResponseBlob.data",false]],"data (genai.types.functionresponseblobdict attribute)":[[0,"genai.types.FunctionResponseBlobDict.data",false]],"data (genai.types.liveservermessage property)":[[0,"genai.types.LiveServerMessage.data",false]],"data_modification (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.DATA_MODIFICATION",false]],"data_store (genai.types.vertexaisearchdatastorespec attribute)":[[0,"genai.types.VertexAISearchDataStoreSpec.data_store",false]],"data_store (genai.types.vertexaisearchdatastorespecdict attribute)":[[0,"genai.types.VertexAISearchDataStoreSpecDict.data_store",false]],"data_store_specs (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.data_store_specs",false]],"data_store_specs (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.data_store_specs",false]],"dataset (genai.types.aggregationoutput attribute)":[[0,"genai.types.AggregationOutput.dataset",false]],"dataset (genai.types.aggregationoutputdict attribute)":[[0,"genai.types.AggregationOutputDict.dataset",false]],"datasetdistributiondict (class in genai.types)":[[0,"genai.types.DatasetDistributionDict",false]],"datasetdistributiondistributionbucketdict (class in genai.types)":[[0,"genai.types.DatasetDistributionDistributionBucketDict",false]],"datasetstatsdict (class in genai.types)":[[0,"genai.types.DatasetStatsDict",false]],"datastore (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.datastore",false]],"datastore (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.datastore",false]],"day (genai.types.googletypedate attribute)":[[0,"genai.types.GoogleTypeDate.day",false]],"day (genai.types.googletypedatedict attribute)":[[0,"genai.types.GoogleTypeDateDict.day",false]],"debug_config (genai.client.client attribute)":[[0,"genai.client.Client.debug_config",false]],"default (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.default",false]],"default (genai.types.schema attribute)":[[0,"genai.types.Schema.default",false]],"default (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.default",false]],"default_checkpoint_id (genai.types.model attribute)":[[0,"genai.types.Model.default_checkpoint_id",false]],"default_checkpoint_id (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.default_checkpoint_id",false]],"default_checkpoint_id (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.default_checkpoint_id",false]],"default_checkpoint_id (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.default_checkpoint_id",false]],"defs (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.defs",false]],"defs (genai.types.schema attribute)":[[0,"genai.types.Schema.defs",false]],"defs (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.defs",false]],"delete() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.delete",false]],"delete() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.delete",false]],"delete() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.delete",false]],"delete() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.delete",false]],"delete() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.delete",false]],"delete() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.delete",false]],"delete() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.delete",false]],"delete() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.delete",false]],"delete() (genai.models.models method)":[[0,"genai.models.Models.delete",false]],"delete_environment() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.delete_environment",false]],"delete_environment() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.delete_environment",false]],"deletebatchjobconfigdict (class in genai.types)":[[0,"genai.types.DeleteBatchJobConfigDict",false]],"deletecachedcontentconfigdict (class in genai.types)":[[0,"genai.types.DeleteCachedContentConfigDict",false]],"deletecachedcontentresponsedict (class in genai.types)":[[0,"genai.types.DeleteCachedContentResponseDict",false]],"deletedocumentconfigdict (class in genai.types)":[[0,"genai.types.DeleteDocumentConfigDict",false]],"deletefileconfigdict (class in genai.types)":[[0,"genai.types.DeleteFileConfigDict",false]],"deletefileresponsedict (class in genai.types)":[[0,"genai.types.DeleteFileResponseDict",false]],"deletefilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.DeleteFileSearchStoreConfigDict",false]],"deletemodelconfigdict (class in genai.types)":[[0,"genai.types.DeleteModelConfigDict",false]],"deletemodelresponsedict (class in genai.types)":[[0,"genai.types.DeleteModelResponseDict",false]],"deleteresourcejobdict (class in genai.types)":[[0,"genai.types.DeleteResourceJobDict",false]],"delivery (class in genai.types)":[[0,"genai.types.Delivery",false]],"delivery (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.delivery",false]],"delivery (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.delivery",false]],"delivery (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.delivery",false]],"delivery (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.delivery",false]],"delivery (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.delivery",false]],"delivery (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.delivery",false]],"delivery_unspecified (genai.types.delivery attribute)":[[0,"genai.types.Delivery.DELIVERY_UNSPECIFIED",false]],"density (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.density",false]],"density (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.density",false]],"deployed_model_id (genai.types.endpoint attribute)":[[0,"genai.types.Endpoint.deployed_model_id",false]],"deployed_model_id (genai.types.endpointdict attribute)":[[0,"genai.types.EndpointDict.deployed_model_id",false]],"deprecated (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.DEPRECATED",false]],"description (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.description",false]],"description (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.description",false]],"description (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.description",false]],"description (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.description",false]],"description (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.description",false]],"description (genai.types.model attribute)":[[0,"genai.types.Model.description",false]],"description (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.description",false]],"description (genai.types.schema attribute)":[[0,"genai.types.Schema.description",false]],"description (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.description",false]],"description (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.description",false]],"description (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.description",false]],"description (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.description",false]],"description (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.description",false]],"dest (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.dest",false]],"dest (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.dest",false]],"dest (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.dest",false]],"dest (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.dest",false]],"details (genai.types.filestatus attribute)":[[0,"genai.types.FileStatus.details",false]],"details (genai.types.filestatusdict attribute)":[[0,"genai.types.FileStatusDict.details",false]],"details (genai.types.googlerpcstatus attribute)":[[0,"genai.types.GoogleRpcStatus.details",false]],"details (genai.types.googlerpcstatusdict attribute)":[[0,"genai.types.GoogleRpcStatusDict.details",false]],"details (genai.types.joberror attribute)":[[0,"genai.types.JobError.details",false]],"details (genai.types.joberrordict attribute)":[[0,"genai.types.JobErrorDict.details",false]],"diarization (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.diarization",false]],"diarization (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.diarization",false]],"disable (genai.types.automaticfunctioncallingconfig attribute)":[[0,"genai.types.AutomaticFunctionCallingConfig.disable",false]],"disable (genai.types.automaticfunctioncallingconfigdict attribute)":[[0,"genai.types.AutomaticFunctionCallingConfigDict.disable",false]],"disable_attribution (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.disable_attribution",false]],"disable_attribution (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.disable_attribution",false]],"disabled (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.disabled",false]],"disabled (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.disabled",false]],"disabled_safety_policies (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.disabled_safety_policies",false]],"disabled_safety_policies (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.disabled_safety_policies",false]],"display_name (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.display_name",false]],"display_name (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.display_name",false]],"display_name (genai.types.blob attribute)":[[0,"genai.types.Blob.display_name",false]],"display_name (genai.types.blobdict attribute)":[[0,"genai.types.BlobDict.display_name",false]],"display_name (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.display_name",false]],"display_name (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.display_name",false]],"display_name (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.display_name",false]],"display_name (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.display_name",false]],"display_name (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.display_name",false]],"display_name (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.display_name",false]],"display_name (genai.types.createembeddingsbatchjobconfig attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfig.display_name",false]],"display_name (genai.types.createembeddingsbatchjobconfigdict attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfigDict.display_name",false]],"display_name (genai.types.createfilesearchstoreconfig attribute)":[[0,"genai.types.CreateFileSearchStoreConfig.display_name",false]],"display_name (genai.types.createfilesearchstoreconfigdict attribute)":[[0,"genai.types.CreateFileSearchStoreConfigDict.display_name",false]],"display_name (genai.types.document attribute)":[[0,"genai.types.Document.display_name",false]],"display_name (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.display_name",false]],"display_name (genai.types.file attribute)":[[0,"genai.types.File.display_name",false]],"display_name (genai.types.filedata attribute)":[[0,"genai.types.FileData.display_name",false]],"display_name (genai.types.filedatadict attribute)":[[0,"genai.types.FileDataDict.display_name",false]],"display_name (genai.types.filedict attribute)":[[0,"genai.types.FileDict.display_name",false]],"display_name (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.display_name",false]],"display_name (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.display_name",false]],"display_name (genai.types.functionresponseblob attribute)":[[0,"genai.types.FunctionResponseBlob.display_name",false]],"display_name (genai.types.functionresponseblobdict attribute)":[[0,"genai.types.FunctionResponseBlobDict.display_name",false]],"display_name (genai.types.functionresponsefiledata attribute)":[[0,"genai.types.FunctionResponseFileData.display_name",false]],"display_name (genai.types.functionresponsefiledatadict attribute)":[[0,"genai.types.FunctionResponseFileDataDict.display_name",false]],"display_name (genai.types.groundingchunkmapsplaceanswersourcesauthorattribution attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.display_name",false]],"display_name (genai.types.groundingchunkmapsplaceanswersourcesauthorattributiondict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.display_name",false]],"display_name (genai.types.model attribute)":[[0,"genai.types.Model.display_name",false]],"display_name (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.display_name",false]],"display_name (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.display_name",false]],"display_name (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.display_name",false]],"display_name (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.display_name",false]],"display_name (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.display_name",false]],"display_name (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.display_name",false]],"display_name (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.display_name",false]],"display_name (genai.types.vertexmultimodaldatasetdestination attribute)":[[0,"genai.types.VertexMultimodalDatasetDestination.display_name",false]],"display_name (genai.types.vertexmultimodaldatasetdestinationdict attribute)":[[0,"genai.types.VertexMultimodalDatasetDestinationDict.display_name",false]],"distance_meters (genai.types.groundingchunkmapsroute attribute)":[[0,"genai.types.GroundingChunkMapsRoute.distance_meters",false]],"distance_meters (genai.types.groundingchunkmapsroutedict attribute)":[[0,"genai.types.GroundingChunkMapsRouteDict.distance_meters",false]],"distillation (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.DISTILLATION",false]],"distillation_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.distillation_data_stats",false]],"distillation_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.distillation_data_stats",false]],"distillation_sampling_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.distillation_sampling_spec",false]],"distillation_sampling_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.distillation_sampling_spec",false]],"distillation_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.distillation_spec",false]],"distillation_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.distillation_spec",false]],"distillationdatastatsdict (class in genai.types)":[[0,"genai.types.DistillationDataStatsDict",false]],"distillationhyperparametersdict (class in genai.types)":[[0,"genai.types.DistillationHyperParametersDict",false]],"distillationsamplingspecdict (class in genai.types)":[[0,"genai.types.DistillationSamplingSpecDict",false]],"distillationspecdict (class in genai.types)":[[0,"genai.types.DistillationSpecDict",false]],"diversity (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.DIVERSITY",false]],"document (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.DOCUMENT",false]],"document_name (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.document_name",false]],"document_name (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.document_name",false]],"document_name (genai.types.importfileresponse attribute)":[[0,"genai.types.ImportFileResponse.document_name",false]],"document_name (genai.types.importfileresponsedict attribute)":[[0,"genai.types.ImportFileResponseDict.document_name",false]],"document_name (genai.types.uploadtofilesearchstoreresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResponse.document_name",false]],"document_name (genai.types.uploadtofilesearchstoreresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResponseDict.document_name",false]],"document_ocr (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.document_ocr",false]],"document_ocr (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.document_ocr",false]],"documentdict (class in genai.types)":[[0,"genai.types.DocumentDict",false]],"documents (genai.types.listdocumentsresponse attribute)":[[0,"genai.types.ListDocumentsResponse.documents",false]],"documents (genai.types.listdocumentsresponsedict attribute)":[[0,"genai.types.ListDocumentsResponseDict.documents",false]],"documentstate (class in genai.types)":[[0,"genai.types.DocumentState",false]],"domain (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.domain",false]],"domain (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.domain",false]],"domain (genai.types.groundingchunkweb attribute)":[[0,"genai.types.GroundingChunkWeb.domain",false]],"domain (genai.types.groundingchunkwebdict attribute)":[[0,"genai.types.GroundingChunkWebDict.domain",false]],"done (genai.types.batchjob property)":[[0,"genai.types.BatchJob.done",false]],"done (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.done",false]],"done (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.done",false]],"done (genai.types.operation attribute)":[[0,"genai.types.Operation.done",false]],"done (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.done",false]],"done (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.done",false]],"done (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.done",false]],"done (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.done",false]],"dont_allow (genai.types.persongeneration attribute)":[[0,"genai.types.PersonGeneration.DONT_ALLOW",false]],"download_uri (genai.types.file attribute)":[[0,"genai.types.File.download_uri",false]],"download_uri (genai.types.filedict attribute)":[[0,"genai.types.FileDict.download_uri",false]],"downloadfileconfigdict (class in genai.types)":[[0,"genai.types.DownloadFileConfigDict",false]],"downloadmediaconfigdict (class in genai.types)":[[0,"genai.types.DownloadMediaConfigDict",false]],"dropped_example_indices (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.dropped_example_indices",false]],"dropped_example_indices (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.dropped_example_indices",false]],"dropped_example_indices (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.dropped_example_indices",false]],"dropped_example_indices (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.dropped_example_indices",false]],"dropped_example_reasons (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.dropped_example_reasons",false]],"dropped_example_reasons (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.dropped_example_reasons",false]],"duration (genai.types.groundingchunkmapsroute attribute)":[[0,"genai.types.GroundingChunkMapsRoute.duration",false]],"duration (genai.types.groundingchunkmapsroutedict attribute)":[[0,"genai.types.GroundingChunkMapsRouteDict.duration",false]],"duration (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.duration",false]],"duration (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.duration",false]],"duration_seconds (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.duration_seconds",false]],"duration_seconds (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.duration_seconds",false]],"dynamic_retrieval_config (genai.types.googlesearchretrieval attribute)":[[0,"genai.types.GoogleSearchRetrieval.dynamic_retrieval_config",false]],"dynamic_retrieval_config (genai.types.googlesearchretrievaldict attribute)":[[0,"genai.types.GoogleSearchRetrievalDict.dynamic_retrieval_config",false]],"dynamic_threshold (genai.types.dynamicretrievalconfig attribute)":[[0,"genai.types.DynamicRetrievalConfig.dynamic_threshold",false]],"dynamic_threshold (genai.types.dynamicretrievalconfigdict attribute)":[[0,"genai.types.DynamicRetrievalConfigDict.dynamic_threshold",false]],"dynamicretrievalconfigdict (class in genai.types)":[[0,"genai.types.DynamicRetrievalConfigDict",false]],"dynamicretrievalconfigmode (class in genai.types)":[[0,"genai.types.DynamicRetrievalConfigMode",false]],"e_flat_major_c_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.E_FLAT_MAJOR_C_MINOR",false]],"e_major_d_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.E_MAJOR_D_FLAT_MINOR",false]],"echo_target_language (genai.types.translationconfig attribute)":[[0,"genai.types.TranslationConfig.echo_target_language",false]],"echo_target_language (genai.types.translationconfigdict attribute)":[[0,"genai.types.TranslationConfigDict.echo_target_language",false]],"edit_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.edit_image",false]],"edit_image() (genai.models.models method)":[[0,"genai.models.Models.edit_image",false]],"edit_mode (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.edit_mode",false]],"edit_mode (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.edit_mode",false]],"edit_mode_bgswap (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_BGSWAP",false]],"edit_mode_controlled_editing (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_CONTROLLED_EDITING",false]],"edit_mode_default (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_DEFAULT",false]],"edit_mode_inpaint_insertion (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_INPAINT_INSERTION",false]],"edit_mode_inpaint_removal (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_INPAINT_REMOVAL",false]],"edit_mode_outpaint (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_OUTPAINT",false]],"edit_mode_product_image (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_PRODUCT_IMAGE",false]],"edit_mode_style (genai.types.editmode attribute)":[[0,"genai.types.EditMode.EDIT_MODE_STYLE",false]],"editimageconfigdict (class in genai.types)":[[0,"genai.types.EditImageConfigDict",false]],"editimageresponsedict (class in genai.types)":[[0,"genai.types.EditImageResponseDict",false]],"editmode (class in genai.types)":[[0,"genai.types.EditMode",false]],"elastic_search (genai.types.apispec attribute)":[[0,"genai.types.ApiSpec.ELASTIC_SEARCH",false]],"elastic_search_params (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.elastic_search_params",false]],"elastic_search_params (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.elastic_search_params",false]],"embed_content (genai.types.embeddingapitype attribute)":[[0,"genai.types.EmbeddingApiType.EMBED_CONTENT",false]],"embed_content() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.embed_content",false]],"embed_content() (genai.models.models method)":[[0,"genai.models.Models.embed_content",false]],"embedcontentbatchdict (class in genai.types)":[[0,"genai.types.EmbedContentBatchDict",false]],"embedcontentconfigdict (class in genai.types)":[[0,"genai.types.EmbedContentConfigDict",false]],"embedcontentmetadatadict (class in genai.types)":[[0,"genai.types.EmbedContentMetadataDict",false]],"embedcontentparametersdict (class in genai.types)":[[0,"genai.types.EmbedContentParametersDict",false]],"embedcontentresponsedict (class in genai.types)":[[0,"genai.types.EmbedContentResponseDict",false]],"embedding (genai.types.singleembedcontentresponse attribute)":[[0,"genai.types.SingleEmbedContentResponse.embedding",false]],"embedding (genai.types.singleembedcontentresponsedict attribute)":[[0,"genai.types.SingleEmbedContentResponseDict.embedding",false]],"embedding_model (genai.types.createfilesearchstoreconfig attribute)":[[0,"genai.types.CreateFileSearchStoreConfig.embedding_model",false]],"embedding_model (genai.types.createfilesearchstoreconfigdict attribute)":[[0,"genai.types.CreateFileSearchStoreConfigDict.embedding_model",false]],"embedding_model (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.embedding_model",false]],"embedding_model (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.embedding_model",false]],"embeddingapitype (class in genai.types)":[[0,"genai.types.EmbeddingApiType",false]],"embeddings (genai.types.embedcontentresponse attribute)":[[0,"genai.types.EmbedContentResponse.embeddings",false]],"embeddings (genai.types.embedcontentresponsedict attribute)":[[0,"genai.types.EmbedContentResponseDict.embeddings",false]],"embeddingsbatchjobsourcedict (class in genai.types)":[[0,"genai.types.EmbeddingsBatchJobSourceDict",false]],"en (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.en",false]],"enable_affective_dialog (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.enable_affective_dialog",false]],"enable_affective_dialog (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.enable_affective_dialog",false]],"enable_affective_dialog (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.enable_affective_dialog",false]],"enable_affective_dialog (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.enable_affective_dialog",false]],"enable_control_image_computation (genai.types.controlreferenceconfig attribute)":[[0,"genai.types.ControlReferenceConfig.enable_control_image_computation",false]],"enable_control_image_computation (genai.types.controlreferenceconfigdict attribute)":[[0,"genai.types.ControlReferenceConfigDict.enable_control_image_computation",false]],"enable_data_retention (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.enable_data_retention",false]],"enable_data_retention (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.enable_data_retention",false]],"enable_enhanced_civic_answers (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.enable_enhanced_civic_answers",false]],"enable_enhanced_civic_answers (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.enable_enhanced_civic_answers",false]],"enable_enhanced_civic_answers (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.enable_enhanced_civic_answers",false]],"enable_enhanced_civic_answers (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.enable_enhanced_civic_answers",false]],"enable_prompt_injection_detection (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.enable_prompt_injection_detection",false]],"enable_prompt_injection_detection (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.enable_prompt_injection_detection",false]],"enable_widget (genai.types.googlemaps attribute)":[[0,"genai.types.GoogleMaps.enable_widget",false]],"enable_widget (genai.types.googlemapsdict attribute)":[[0,"genai.types.GoogleMapsDict.enable_widget",false]],"enable_zero_data_retention (genai.types.toolparallelaisearch attribute)":[[0,"genai.types.ToolParallelAiSearch.enable_zero_data_retention",false]],"enable_zero_data_retention (genai.types.toolparallelaisearchdict attribute)":[[0,"genai.types.ToolParallelAiSearchDict.enable_zero_data_retention",false]],"encoded_polyline (genai.types.groundingchunkmapsroute attribute)":[[0,"genai.types.GroundingChunkMapsRoute.encoded_polyline",false]],"encoded_polyline (genai.types.groundingchunkmapsroutedict attribute)":[[0,"genai.types.GroundingChunkMapsRouteDict.encoded_polyline",false]],"encryption_spec (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.encryption_spec",false]],"encryption_spec (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.encryption_spec",false]],"encryption_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.encryption_spec",false]],"encryption_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.encryption_spec",false]],"encryptionspecdict (class in genai.types)":[[0,"genai.types.EncryptionSpecDict",false]],"end_index (genai.types.citation attribute)":[[0,"genai.types.Citation.end_index",false]],"end_index (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.end_index",false]],"end_index (genai.types.segment attribute)":[[0,"genai.types.Segment.end_index",false]],"end_index (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.end_index",false]],"end_of_speech_sensitivity (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.end_of_speech_sensitivity",false]],"end_of_speech_sensitivity (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.end_of_speech_sensitivity",false]],"end_offset (genai.types.videometadata attribute)":[[0,"genai.types.VideoMetadata.end_offset",false]],"end_offset (genai.types.videometadatadict attribute)":[[0,"genai.types.VideoMetadataDict.end_offset",false]],"end_offset (genai.types.wordinfo attribute)":[[0,"genai.types.WordInfo.end_offset",false]],"end_offset (genai.types.wordinfodict attribute)":[[0,"genai.types.WordInfoDict.end_offset",false]],"end_sensitivity_high (genai.types.endsensitivity attribute)":[[0,"genai.types.EndSensitivity.END_SENSITIVITY_HIGH",false]],"end_sensitivity_low (genai.types.endsensitivity attribute)":[[0,"genai.types.EndSensitivity.END_SENSITIVITY_LOW",false]],"end_sensitivity_unspecified (genai.types.endsensitivity attribute)":[[0,"genai.types.EndSensitivity.END_SENSITIVITY_UNSPECIFIED",false]],"end_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.end_time",false]],"end_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.end_time",false]],"end_time (genai.types.interval attribute)":[[0,"genai.types.Interval.end_time",false]],"end_time (genai.types.intervaldict attribute)":[[0,"genai.types.IntervalDict.end_time",false]],"end_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.end_time",false]],"end_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.end_time",false]],"endpoint (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.endpoint",false]],"endpoint (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.endpoint",false]],"endpoint (genai.types.tunedmodel attribute)":[[0,"genai.types.TunedModel.endpoint",false]],"endpoint (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.endpoint",false]],"endpoint (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.endpoint",false]],"endpoint (genai.types.tunedmodeldict attribute)":[[0,"genai.types.TunedModelDict.endpoint",false]],"endpointdict (class in genai.types)":[[0,"genai.types.EndpointDict",false]],"endpoints (genai.types.model attribute)":[[0,"genai.types.Model.endpoints",false]],"endpoints (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.endpoints",false]],"endsensitivity (class in genai.types)":[[0,"genai.types.EndSensitivity",false]],"engine (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.engine",false]],"engine (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.engine",false]],"enhance_input_image (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.enhance_input_image",false]],"enhance_input_image (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.enhance_input_image",false]],"enhance_prompt (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.enhance_prompt",false]],"enhance_prompt (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.enhance_prompt",false]],"enhance_prompt (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.enhance_prompt",false]],"enhance_prompt (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.enhance_prompt",false]],"enhance_prompt (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.enhance_prompt",false]],"enhance_prompt (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.enhance_prompt",false]],"enhanced_prompt (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.enhanced_prompt",false]],"enhanced_prompt (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.enhanced_prompt",false]],"enterprise (genai.client.client attribute)":[[0,"genai.client.Client.enterprise",false]],"enterprise_web_search (genai.types.tool attribute)":[[0,"genai.types.Tool.enterprise_web_search",false]],"enterprise_web_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.enterprise_web_search",false]],"enterprisewebsearchdict (class in genai.types)":[[0,"genai.types.EnterpriseWebSearchDict",false]],"entitylabeldict (class in genai.types)":[[0,"genai.types.EntityLabelDict",false]],"enum (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.enum",false]],"enum (genai.types.schema attribute)":[[0,"genai.types.Schema.enum",false]],"enum (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.enum",false]],"environment (class in genai.types)":[[0,"genai.types.Environment",false]],"environment (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.environment",false]],"environment (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.environment",false]],"environment_browser (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_BROWSER",false]],"environment_desktop (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_DESKTOP",false]],"environment_mobile (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_MOBILE",false]],"environment_unspecified (genai.types.environment attribute)":[[0,"genai.types.Environment.ENVIRONMENT_UNSPECIFIED",false]],"environments (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.environments",false]],"environments (genai.client.client property)":[[0,"genai.client.Client.environments",false]],"epoch (genai.types.checkpoint attribute)":[[0,"genai.types.Checkpoint.epoch",false]],"epoch (genai.types.checkpointdict attribute)":[[0,"genai.types.CheckpointDict.epoch",false]],"epoch (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.epoch",false]],"epoch (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.epoch",false]],"epoch_count (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.epoch_count",false]],"epoch_count (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.epoch_count",false]],"epoch_count (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.epoch_count",false]],"epoch_count (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.epoch_count",false]],"epoch_count (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.epoch_count",false]],"epoch_count (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.epoch_count",false]],"epoch_count (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.epoch_count",false]],"epoch_count (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.epoch_count",false]],"epoch_count (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.epoch_count",false]],"error (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.error",false]],"error (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.error",false]],"error (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.error",false]],"error (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.error",false]],"error (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.error",false]],"error (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.error",false]],"error (genai.types.file attribute)":[[0,"genai.types.File.error",false]],"error (genai.types.filedict attribute)":[[0,"genai.types.FileDict.error",false]],"error (genai.types.inlinedembedcontentresponse attribute)":[[0,"genai.types.InlinedEmbedContentResponse.error",false]],"error (genai.types.inlinedembedcontentresponsedict attribute)":[[0,"genai.types.InlinedEmbedContentResponseDict.error",false]],"error (genai.types.inlinedresponse attribute)":[[0,"genai.types.InlinedResponse.error",false]],"error (genai.types.inlinedresponsedict attribute)":[[0,"genai.types.InlinedResponseDict.error",false]],"error (genai.types.operation attribute)":[[0,"genai.types.Operation.error",false]],"error (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.error",false]],"error (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.error",false]],"error (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.error",false]],"error (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.error",false]],"error (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.error",false]],"error (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.error",false]],"error (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.error",false]],"error (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.error",false]],"error_status (genai.types.reinforcementtuningrewardinfo attribute)":[[0,"genai.types.ReinforcementTuningRewardInfo.error_status",false]],"error_status (genai.types.reinforcementtuningrewardinfodict attribute)":[[0,"genai.types.ReinforcementTuningRewardInfoDict.error_status",false]],"es (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.es",false]],"evaluate_dataset_response (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.evaluate_dataset_response",false]],"evaluate_dataset_response (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.evaluate_dataset_response",false]],"evaluate_dataset_runs (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.evaluate_dataset_runs",false]],"evaluate_dataset_runs (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.evaluate_dataset_runs",false]],"evaluate_interval (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.evaluate_interval",false]],"evaluate_interval (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.evaluate_interval",false]],"evaluate_interval (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.evaluate_interval",false]],"evaluate_interval (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.evaluate_interval",false]],"evaluatedatasetresponsedict (class in genai.types)":[[0,"genai.types.EvaluateDatasetResponseDict",false]],"evaluatedatasetrundict (class in genai.types)":[[0,"genai.types.EvaluateDatasetRunDict",false]],"evaluation_config (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.evaluation_config",false]],"evaluation_config (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.evaluation_config",false]],"evaluation_config (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.evaluation_config",false]],"evaluation_config (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.evaluation_config",false]],"evaluation_function (genai.types.customcodeexecutionspec attribute)":[[0,"genai.types.CustomCodeExecutionSpec.evaluation_function",false]],"evaluation_function (genai.types.customcodeexecutionspecdict attribute)":[[0,"genai.types.CustomCodeExecutionSpecDict.evaluation_function",false]],"evaluation_run (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.evaluation_run",false]],"evaluation_run (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.evaluation_run",false]],"evaluationconfigdict (class in genai.types)":[[0,"genai.types.EvaluationConfigDict",false]],"evaluationdatasetdict (class in genai.types)":[[0,"genai.types.EvaluationDatasetDict",false]],"evaluationparserconfigcustomcodeparserconfigdict (class in genai.types)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfigDict",false]],"evaluationparserconfigdict (class in genai.types)":[[0,"genai.types.EvaluationParserConfigDict",false]],"exa_ai_search (genai.types.tool attribute)":[[0,"genai.types.Tool.exa_ai_search",false]],"exa_ai_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.exa_ai_search",false]],"exact_match (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.EXACT_MATCH",false]],"exact_match (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.EXACT_MATCH",false]],"exact_match_metric_value (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.exact_match_metric_value",false]],"exact_match_metric_value (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.exact_match_metric_value",false]],"exact_match_scorer (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.exact_match_scorer",false]],"exact_match_scorer (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.exact_match_scorer",false]],"exactmatchmetricvaluedict (class in genai.types)":[[0,"genai.types.ExactMatchMetricValueDict",false]],"example (genai.types.schema attribute)":[[0,"genai.types.Schema.example",false]],"example (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.example",false]],"examples (genai.types.tuningdataset attribute)":[[0,"genai.types.TuningDataset.examples",false]],"examples (genai.types.tuningdatasetdict attribute)":[[0,"genai.types.TuningDatasetDict.examples",false]],"exception_if_mldev (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.exception_if_mldev",false]],"exception_if_mldev (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.exception_if_mldev",false]],"exception_if_vertex (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.exception_if_vertex",false]],"exception_if_vertex (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.exception_if_vertex",false]],"exclude_domains (genai.types.enterprisewebsearch attribute)":[[0,"genai.types.EnterpriseWebSearch.exclude_domains",false]],"exclude_domains (genai.types.enterprisewebsearchdict attribute)":[[0,"genai.types.EnterpriseWebSearchDict.exclude_domains",false]],"exclude_domains (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.exclude_domains",false]],"exclude_domains (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.exclude_domains",false]],"excluded_predefined_functions (genai.types.computeruse attribute)":[[0,"genai.types.ComputerUse.excluded_predefined_functions",false]],"excluded_predefined_functions (genai.types.computerusedict attribute)":[[0,"genai.types.ComputerUseDict.excluded_predefined_functions",false]],"executable_code (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.executable_code",false]],"executable_code (genai.types.part attribute)":[[0,"genai.types.Part.executable_code",false]],"executable_code (genai.types.partdict attribute)":[[0,"genai.types.PartDict.executable_code",false]],"executablecodedict (class in genai.types)":[[0,"genai.types.ExecutableCodeDict",false]],"exp_base (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.exp_base",false]],"exp_base (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.exp_base",false]],"experiment (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.experiment",false]],"experiment (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.experiment",false]],"experimental (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.EXPERIMENTAL",false]],"expiration_time (genai.types.file attribute)":[[0,"genai.types.File.expiration_time",false]],"expiration_time (genai.types.filedict attribute)":[[0,"genai.types.FileDict.expiration_time",false]],"expire_time (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.expire_time",false]],"expire_time (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.expire_time",false]],"expire_time (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.expire_time",false]],"expire_time (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.expire_time",false]],"expire_time (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.expire_time",false]],"expire_time (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.expire_time",false]],"expire_time (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.expire_time",false]],"expire_time (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.expire_time",false]],"expire_time (genai.types.updatecachedcontentconfig attribute)":[[0,"genai.types.UpdateCachedContentConfig.expire_time",false]],"expire_time (genai.types.updatecachedcontentconfigdict attribute)":[[0,"genai.types.UpdateCachedContentConfigDict.expire_time",false]],"explanation (genai.types.pairwisemetricresult attribute)":[[0,"genai.types.PairwiseMetricResult.explanation",false]],"explanation (genai.types.pairwisemetricresultdict attribute)":[[0,"genai.types.PairwiseMetricResultDict.explanation",false]],"explanation (genai.types.pointwisemetricresult attribute)":[[0,"genai.types.PointwiseMetricResult.explanation",false]],"explanation (genai.types.pointwisemetricresultdict attribute)":[[0,"genai.types.PointwiseMetricResultDict.explanation",false]],"explicit_vad_signal (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.explicit_vad_signal",false]],"explicit_vad_signal (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.explicit_vad_signal",false]],"explicit_vad_signal (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.explicit_vad_signal",false]],"explicit_vad_signal (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.explicit_vad_signal",false]],"export_last_checkpoint_only (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.export_last_checkpoint_only",false]],"export_last_checkpoint_only (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.export_last_checkpoint_only",false]],"expression (genai.types.reinforcementtuningautoraterscorerexactmatchscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.expression",false]],"expression (genai.types.reinforcementtuningautoraterscorerexactmatchscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.expression",false]],"expression (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.expression",false]],"expression (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.expression",false]],"external_api (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.external_api",false]],"external_api (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.external_api",false]],"externalapidict (class in genai.types)":[[0,"genai.types.ExternalApiDict",false]],"externalapielasticsearchparamsdict (class in genai.types)":[[0,"genai.types.ExternalApiElasticSearchParamsDict",false]],"externalapisimplesearchparamsdict (class in genai.types)":[[0,"genai.types.ExternalApiSimpleSearchParamsDict",false]],"extra_body (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.extra_body",false]],"extra_body (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.extra_body",false]],"f_major_d_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.F_MAJOR_D_MINOR",false]],"failed (genai.types.filestate attribute)":[[0,"genai.types.FileState.FAILED",false]],"failed_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.failed_count",false]],"failed_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.failed_count",false]],"failed_documents_count (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.failed_documents_count",false]],"failed_documents_count (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.failed_documents_count",false]],"fast (genai.types.tuningspeed attribute)":[[0,"genai.types.TuningSpeed.FAST",false]],"feature_selection_preference (genai.types.modelselectionconfig attribute)":[[0,"genai.types.ModelSelectionConfig.feature_selection_preference",false]],"feature_selection_preference (genai.types.modelselectionconfigdict attribute)":[[0,"genai.types.ModelSelectionConfigDict.feature_selection_preference",false]],"feature_selection_preference_unspecified (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.FEATURE_SELECTION_PREFERENCE_UNSPECIFIED",false]],"featureselectionpreference (class in genai.types)":[[0,"genai.types.FeatureSelectionPreference",false]],"fetchpredictoperationconfigdict (class in genai.types)":[[0,"genai.types.FetchPredictOperationConfigDict",false]],"file_data (genai.types.functionresponsepart attribute)":[[0,"genai.types.FunctionResponsePart.file_data",false]],"file_data (genai.types.functionresponsepartdict attribute)":[[0,"genai.types.FunctionResponsePartDict.file_data",false]],"file_data (genai.types.part attribute)":[[0,"genai.types.Part.file_data",false]],"file_data (genai.types.partdict attribute)":[[0,"genai.types.PartDict.file_data",false]],"file_id (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.file_id",false]],"file_id (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.file_id",false]],"file_name (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.file_name",false]],"file_name (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.file_name",false]],"file_name (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.file_name",false]],"file_name (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.file_name",false]],"file_name (genai.types.embeddingsbatchjobsource attribute)":[[0,"genai.types.EmbeddingsBatchJobSource.file_name",false]],"file_name (genai.types.embeddingsbatchjobsourcedict attribute)":[[0,"genai.types.EmbeddingsBatchJobSourceDict.file_name",false]],"file_search (genai.types.tool attribute)":[[0,"genai.types.Tool.file_search",false]],"file_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.file_search",false]],"file_search (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.FILE_SEARCH",false]],"file_search_store (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.file_search_store",false]],"file_search_store (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.file_search_store",false]],"file_search_store_names (genai.types.filesearch attribute)":[[0,"genai.types.FileSearch.file_search_store_names",false]],"file_search_store_names (genai.types.filesearchdict attribute)":[[0,"genai.types.FileSearchDict.file_search_store_names",false]],"file_search_stores (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.file_search_stores",false]],"file_search_stores (genai.client.client property)":[[0,"genai.client.Client.file_search_stores",false]],"file_search_stores (genai.types.listfilesearchstoresresponse attribute)":[[0,"genai.types.ListFileSearchStoresResponse.file_search_stores",false]],"file_search_stores (genai.types.listfilesearchstoresresponsedict attribute)":[[0,"genai.types.ListFileSearchStoresResponseDict.file_search_stores",false]],"file_uri (genai.types.filedata attribute)":[[0,"genai.types.FileData.file_uri",false]],"file_uri (genai.types.filedatadict attribute)":[[0,"genai.types.FileDataDict.file_uri",false]],"file_uri (genai.types.functionresponsefiledata attribute)":[[0,"genai.types.FunctionResponseFileData.file_uri",false]],"file_uri (genai.types.functionresponsefiledatadict attribute)":[[0,"genai.types.FunctionResponseFileDataDict.file_uri",false]],"filedatadict (class in genai.types)":[[0,"genai.types.FileDataDict",false]],"filedict (class in genai.types)":[[0,"genai.types.FileDict",false]],"files (genai._gaos.google_genai.asyncgemininextgenenvironments attribute)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.files",false]],"files (genai._gaos.google_genai.gemininextgenenvironments attribute)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.files",false]],"files (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.files",false]],"files (genai.client.client property)":[[0,"genai.client.Client.files",false]],"files (genai.types.listfilesresponse attribute)":[[0,"genai.types.ListFilesResponse.files",false]],"files (genai.types.listfilesresponsedict attribute)":[[0,"genai.types.ListFilesResponseDict.files",false]],"files (genai.types.registerfilesresponse attribute)":[[0,"genai.types.RegisterFilesResponse.files",false]],"files (genai.types.registerfilesresponsedict attribute)":[[0,"genai.types.RegisterFilesResponseDict.files",false]],"filesearchdict (class in genai.types)":[[0,"genai.types.FileSearchDict",false]],"filesearchstoredict (class in genai.types)":[[0,"genai.types.FileSearchStoreDict",false]],"filesource (class in genai.types)":[[0,"genai.types.FileSource",false]],"filestate (class in genai.types)":[[0,"genai.types.FileState",false]],"filestatusdict (class in genai.types)":[[0,"genai.types.FileStatusDict",false]],"filter (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.filter",false]],"filter (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.filter",false]],"filter (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.filter",false]],"filter (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.filter",false]],"filter (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.filter",false]],"filter (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.filter",false]],"filter (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.filter",false]],"filter (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.filter",false]],"filter (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.filter",false]],"filter (genai.types.vertexaisearchdatastorespec attribute)":[[0,"genai.types.VertexAISearchDataStoreSpec.filter",false]],"filter (genai.types.vertexaisearchdatastorespecdict attribute)":[[0,"genai.types.VertexAISearchDataStoreSpecDict.filter",false]],"filter (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.filter",false]],"filtered_prompt (genai.types.livemusicservermessage attribute)":[[0,"genai.types.LiveMusicServerMessage.filtered_prompt",false]],"filtered_prompt (genai.types.livemusicservermessagedict attribute)":[[0,"genai.types.LiveMusicServerMessageDict.filtered_prompt",false]],"filtered_reason (genai.types.livemusicfilteredprompt attribute)":[[0,"genai.types.LiveMusicFilteredPrompt.filtered_reason",false]],"filtered_reason (genai.types.livemusicfilteredpromptdict attribute)":[[0,"genai.types.LiveMusicFilteredPromptDict.filtered_reason",false]],"financial_transactions (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.FINANCIAL_TRANSACTIONS",false]],"finish_message (genai.types.candidate attribute)":[[0,"genai.types.Candidate.finish_message",false]],"finish_message (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.finish_message",false]],"finish_reason (genai.types.candidate attribute)":[[0,"genai.types.Candidate.finish_reason",false]],"finish_reason (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.finish_reason",false]],"finish_reason_unspecified (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.FINISH_REASON_UNSPECIFIED",false]],"finished (genai.types.transcription attribute)":[[0,"genai.types.Transcription.finished",false]],"finished (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.finished",false]],"finishreason (class in genai.types)":[[0,"genai.types.FinishReason",false]],"first_page (genai.types.ragchunkpagespan attribute)":[[0,"genai.types.RagChunkPageSpan.first_page",false]],"first_page (genai.types.ragchunkpagespandict attribute)":[[0,"genai.types.RagChunkPageSpanDict.first_page",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersources attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSources.flag_content_uri",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersourcesdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.flag_content_uri",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.flag_content_uri",false]],"flag_content_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.flag_content_uri",false]],"flag_content_uri (genai.types.groundingmetadatasourceflagginguri attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUri.flag_content_uri",false]],"flag_content_uri (genai.types.groundingmetadatasourceflagginguridict attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUriDict.flag_content_uri",false]],"flex (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.FLEX",false]],"flip_enabled (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.flip_enabled",false]],"flip_enabled (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.flip_enabled",false]],"force (genai.types.deletedocumentconfig attribute)":[[0,"genai.types.DeleteDocumentConfig.force",false]],"force (genai.types.deletedocumentconfigdict attribute)":[[0,"genai.types.DeleteDocumentConfigDict.force",false]],"force (genai.types.deletefilesearchstoreconfig attribute)":[[0,"genai.types.DeleteFileSearchStoreConfig.force",false]],"force (genai.types.deletefilesearchstoreconfigdict attribute)":[[0,"genai.types.DeleteFileSearchStoreConfigDict.force",false]],"foreground (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.FOREGROUND",false]],"format (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.format",false]],"format (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.format",false]],"format (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.format",false]],"format (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.format",false]],"format (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.format",false]],"format (genai.types.schema attribute)":[[0,"genai.types.Schema.format",false]],"format (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.format",false]],"fps (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.fps",false]],"fps (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.fps",false]],"fps (genai.types.videometadata attribute)":[[0,"genai.types.VideoMetadata.fps",false]],"fps (genai.types.videometadatadict attribute)":[[0,"genai.types.VideoMetadataDict.fps",false]],"frequency_penalty (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.frequency_penalty",false]],"frequency_penalty (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.frequency_penalty",false]],"frequency_penalty (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.frequency_penalty",false]],"frequency_penalty (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.frequency_penalty",false]],"from_api_response() (genai.types.generatevideosoperation class method)":[[0,"genai.types.GenerateVideosOperation.from_api_response",false]],"from_api_response() (genai.types.importfileoperation class method)":[[0,"genai.types.ImportFileOperation.from_api_response",false]],"from_api_response() (genai.types.operation class method)":[[0,"genai.types.Operation.from_api_response",false]],"from_api_response() (genai.types.uploadtofilesearchstoreoperation class method)":[[0,"genai.types.UploadToFileSearchStoreOperation.from_api_response",false]],"from_bytes() (genai.types.functionresponsepart class method)":[[0,"genai.types.FunctionResponsePart.from_bytes",false]],"from_bytes() (genai.types.part class method)":[[0,"genai.types.Part.from_bytes",false]],"from_callable() (genai.types.functiondeclaration class method)":[[0,"genai.types.FunctionDeclaration.from_callable",false]],"from_callable_with_api_option() (genai.types.functiondeclaration class method)":[[0,"genai.types.FunctionDeclaration.from_callable_with_api_option",false]],"from_code_execution_result() (genai.types.part class method)":[[0,"genai.types.Part.from_code_execution_result",false]],"from_executable_code() (genai.types.part class method)":[[0,"genai.types.Part.from_executable_code",false]],"from_file() (genai.types.image class method)":[[0,"genai.types.Image.from_file",false]],"from_file() (genai.types.video class method)":[[0,"genai.types.Video.from_file",false]],"from_function_call() (genai.types.part class method)":[[0,"genai.types.Part.from_function_call",false]],"from_function_response() (genai.types.part class method)":[[0,"genai.types.Part.from_function_response",false]],"from_json_schema() (genai.types.schema class method)":[[0,"genai.types.Schema.from_json_schema",false]],"from_mcp_response() (genai.types.functionresponse class method)":[[0,"genai.types.FunctionResponse.from_mcp_response",false]],"from_text() (genai.types.part class method)":[[0,"genai.types.Part.from_text",false]],"from_uri() (genai.types.functionresponsepart class method)":[[0,"genai.types.FunctionResponsePart.from_uri",false]],"from_uri() (genai.types.part class method)":[[0,"genai.types.Part.from_uri",false]],"full_fine_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.full_fine_tuning_spec",false]],"full_fine_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.full_fine_tuning_spec",false]],"fullfinetuningspecdict (class in genai.types)":[[0,"genai.types.FullFineTuningSpecDict",false]],"function_call (genai.types.part attribute)":[[0,"genai.types.Part.function_call",false]],"function_call (genai.types.partdict attribute)":[[0,"genai.types.PartDict.function_call",false]],"function_calling_config (genai.types.toolconfig attribute)":[[0,"genai.types.ToolConfig.function_calling_config",false]],"function_calling_config (genai.types.toolconfigdict attribute)":[[0,"genai.types.ToolConfigDict.function_calling_config",false]],"function_calls (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.function_calls",false]],"function_calls (genai.types.liveservertoolcall attribute)":[[0,"genai.types.LiveServerToolCall.function_calls",false]],"function_calls (genai.types.liveservertoolcalldict attribute)":[[0,"genai.types.LiveServerToolCallDict.function_calls",false]],"function_declarations (genai.types.tool attribute)":[[0,"genai.types.Tool.function_declarations",false]],"function_declarations (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.function_declarations",false]],"function_response (genai.types.part attribute)":[[0,"genai.types.Part.function_response",false]],"function_response (genai.types.partdict attribute)":[[0,"genai.types.PartDict.function_response",false]],"function_responses (genai.types.liveclienttoolresponse attribute)":[[0,"genai.types.LiveClientToolResponse.function_responses",false]],"function_responses (genai.types.liveclienttoolresponsedict attribute)":[[0,"genai.types.LiveClientToolResponseDict.function_responses",false]],"functioncalldict (class in genai.types)":[[0,"genai.types.FunctionCallDict",false]],"functioncallingconfigdict (class in genai.types)":[[0,"genai.types.FunctionCallingConfigDict",false]],"functioncallingconfigmode (class in genai.types)":[[0,"genai.types.FunctionCallingConfigMode",false]],"functiondeclarationdict (class in genai.types)":[[0,"genai.types.FunctionDeclarationDict",false]],"functionresponseblobdict (class in genai.types)":[[0,"genai.types.FunctionResponseBlobDict",false]],"functionresponsedict (class in genai.types)":[[0,"genai.types.FunctionResponseDict",false]],"functionresponsefiledatadict (class in genai.types)":[[0,"genai.types.FunctionResponseFileDataDict",false]],"functionresponsepartdict (class in genai.types)":[[0,"genai.types.FunctionResponsePartDict",false]],"functionresponsescheduling (class in genai.types)":[[0,"genai.types.FunctionResponseScheduling",false]],"g_flat_major_e_flat_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.G_FLAT_MAJOR_E_FLAT_MINOR",false]],"g_major_e_minor (genai.types.scale attribute)":[[0,"genai.types.Scale.G_MAJOR_E_MINOR",false]],"gcs_destination (genai.types.outputconfig attribute)":[[0,"genai.types.OutputConfig.gcs_destination",false]],"gcs_destination (genai.types.outputconfigdict attribute)":[[0,"genai.types.OutputConfigDict.gcs_destination",false]],"gcs_output_directory (genai.types.batchjoboutputinfo attribute)":[[0,"genai.types.BatchJobOutputInfo.gcs_output_directory",false]],"gcs_output_directory (genai.types.batchjoboutputinfodict attribute)":[[0,"genai.types.BatchJobOutputInfoDict.gcs_output_directory",false]],"gcs_output_directory (genai.types.outputinfo attribute)":[[0,"genai.types.OutputInfo.gcs_output_directory",false]],"gcs_output_directory (genai.types.outputinfodict attribute)":[[0,"genai.types.OutputInfoDict.gcs_output_directory",false]],"gcs_source (genai.types.evaluationdataset attribute)":[[0,"genai.types.EvaluationDataset.gcs_source",false]],"gcs_source (genai.types.evaluationdatasetdict attribute)":[[0,"genai.types.EvaluationDatasetDict.gcs_source",false]],"gcs_uri (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.gcs_uri",false]],"gcs_uri (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.gcs_uri",false]],"gcs_uri (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.gcs_uri",false]],"gcs_uri (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.gcs_uri",false]],"gcs_uri (genai.types.image attribute)":[[0,"genai.types.Image.gcs_uri",false]],"gcs_uri (genai.types.imagedict attribute)":[[0,"genai.types.ImageDict.gcs_uri",false]],"gcs_uri (genai.types.tuningdataset attribute)":[[0,"genai.types.TuningDataset.gcs_uri",false]],"gcs_uri (genai.types.tuningdatasetdict attribute)":[[0,"genai.types.TuningDatasetDict.gcs_uri",false]],"gcs_uri (genai.types.tuningvalidationdataset attribute)":[[0,"genai.types.TuningValidationDataset.gcs_uri",false]],"gcs_uri (genai.types.tuningvalidationdatasetdict attribute)":[[0,"genai.types.TuningValidationDatasetDict.gcs_uri",false]],"gcs_uri (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.gcs_uri",false]],"gcs_uri (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.gcs_uri",false]],"gcsdestinationdict (class in genai.types)":[[0,"genai.types.GcsDestinationDict",false]],"gcssourcedict (class in genai.types)":[[0,"genai.types.GcsSourceDict",false]],"gemininextgenagents (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents",false]],"gemininextgenenvironments (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments",false]],"gemininextgeninteractions (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions",false]],"gemininextgentriggers (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers",false]],"gemininextgenwebhooks (class in genai._gaos.google_genai)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks",false]],"geminipreferenceexamplecompletiondict (class in genai.types)":[[0,"genai.types.GeminiPreferenceExampleCompletionDict",false]],"geminipreferenceexampledict (class in genai.types)":[[0,"genai.types.GeminiPreferenceExampleDict",false]],"genai.client":[[0,"module-genai.client",false]],"genai.live":[[0,"module-genai.live",false]],"genai.models":[[0,"module-genai.models",false]],"genai.tokens":[[0,"module-genai.tokens",false]],"genai.tunings":[[0,"module-genai.tunings",false]],"genai.types":[[0,"module-genai.types",false]],"generate_audio (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.generate_audio",false]],"generate_audio (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.generate_audio",false]],"generate_content() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_content",false]],"generate_content() (genai.models.models method)":[[0,"genai.models.Models.generate_content",false]],"generate_content_stream() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_content_stream",false]],"generate_content_stream() (genai.models.models method)":[[0,"genai.models.Models.generate_content_stream",false]],"generate_images() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_images",false]],"generate_images() (genai.models.models method)":[[0,"genai.models.Models.generate_images",false]],"generate_videos() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.generate_videos",false]],"generate_videos() (genai.models.models method)":[[0,"genai.models.Models.generate_videos",false]],"generatecontentconfigdict (class in genai.types)":[[0,"genai.types.GenerateContentConfigDict",false]],"generatecontentresponsedict (class in genai.types)":[[0,"genai.types.GenerateContentResponseDict",false]],"generatecontentresponsepromptfeedbackdict (class in genai.types)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict",false]],"generatecontentresponseusagemetadatadict (class in genai.types)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict",false]],"generated (genai.types.filesource attribute)":[[0,"genai.types.FileSource.GENERATED",false]],"generated_audio_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_AUDIO_SAFETY",false]],"generated_content_blocklist (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_CONTENT_BLOCKLIST",false]],"generated_content_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_CONTENT_PROHIBITED",false]],"generated_content_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_CONTENT_SAFETY",false]],"generated_image_celebrity (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_CELEBRITY",false]],"generated_image_identifiable_people (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_IDENTIFIABLE_PEOPLE",false]],"generated_image_minors (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_MINORS",false]],"generated_image_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_PROHIBITED",false]],"generated_image_prominent_people_detected_by_rewriter (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER",false]],"generated_image_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_IMAGE_SAFETY",false]],"generated_images (genai.types.editimageresponse attribute)":[[0,"genai.types.EditImageResponse.generated_images",false]],"generated_images (genai.types.editimageresponsedict attribute)":[[0,"genai.types.EditImageResponseDict.generated_images",false]],"generated_images (genai.types.generateimagesresponse attribute)":[[0,"genai.types.GenerateImagesResponse.generated_images",false]],"generated_images (genai.types.generateimagesresponsedict attribute)":[[0,"genai.types.GenerateImagesResponseDict.generated_images",false]],"generated_images (genai.types.recontextimageresponse attribute)":[[0,"genai.types.RecontextImageResponse.generated_images",false]],"generated_images (genai.types.recontextimageresponsedict attribute)":[[0,"genai.types.RecontextImageResponseDict.generated_images",false]],"generated_images (genai.types.upscaleimageresponse attribute)":[[0,"genai.types.UpscaleImageResponse.generated_images",false]],"generated_images (genai.types.upscaleimageresponsedict attribute)":[[0,"genai.types.UpscaleImageResponseDict.generated_images",false]],"generated_masks (genai.types.segmentimageresponse attribute)":[[0,"genai.types.SegmentImageResponse.generated_masks",false]],"generated_masks (genai.types.segmentimageresponsedict attribute)":[[0,"genai.types.SegmentImageResponseDict.generated_masks",false]],"generated_other (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_OTHER",false]],"generated_video_safety (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.GENERATED_VIDEO_SAFETY",false]],"generated_videos (genai.types.generatevideosresponse attribute)":[[0,"genai.types.GenerateVideosResponse.generated_videos",false]],"generated_videos (genai.types.generatevideosresponsedict attribute)":[[0,"genai.types.GenerateVideosResponseDict.generated_videos",false]],"generatedimagedict (class in genai.types)":[[0,"genai.types.GeneratedImageDict",false]],"generatedimagemaskdict (class in genai.types)":[[0,"genai.types.GeneratedImageMaskDict",false]],"generatedvideodict (class in genai.types)":[[0,"genai.types.GeneratedVideoDict",false]],"generateimagesconfigdict (class in genai.types)":[[0,"genai.types.GenerateImagesConfigDict",false]],"generateimagesresponsedict (class in genai.types)":[[0,"genai.types.GenerateImagesResponseDict",false]],"generatevideosconfigdict (class in genai.types)":[[0,"genai.types.GenerateVideosConfigDict",false]],"generatevideosresponsedict (class in genai.types)":[[0,"genai.types.GenerateVideosResponseDict",false]],"generatevideossourcedict (class in genai.types)":[[0,"genai.types.GenerateVideosSourceDict",false]],"generation_complete (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.generation_complete",false]],"generation_complete (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.generation_complete",false]],"generation_config (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.generation_config",false]],"generation_config (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.generation_config",false]],"generation_config (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.generation_config",false]],"generation_config (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.generation_config",false]],"generation_config (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.generation_config",false]],"generation_config (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.generation_config",false]],"generation_config (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.generation_config",false]],"generation_config (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.generation_config",false]],"generation_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.generation_config",false]],"generation_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.generation_config",false]],"generationconfigdict (class in genai.types)":[[0,"genai.types.GenerationConfigDict",false]],"generationconfigroutingconfigautoroutingmodedict (class in genai.types)":[[0,"genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict",false]],"generationconfigroutingconfigdict (class in genai.types)":[[0,"genai.types.GenerationConfigRoutingConfigDict",false]],"generationconfigroutingconfigmanualroutingmodedict (class in genai.types)":[[0,"genai.types.GenerationConfigRoutingConfigManualRoutingModeDict",false]],"generationconfigthinkingconfigdict (class in genai.types)":[[0,"genai.types.GenerationConfigThinkingConfigDict",false]],"get() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgeninteractions method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.get",false]],"get() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.get",false]],"get() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.get",false]],"get() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.get",false]],"get() (genai._gaos.google_genai.gemininextgeninteractions method)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.get",false]],"get() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.get",false]],"get() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.get",false]],"get() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.get",false]],"get() (genai.models.models method)":[[0,"genai.models.Models.get",false]],"get() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.get",false]],"get() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.get",false]],"get_environment() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.get_environment",false]],"get_environment() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.get_environment",false]],"getbatchjobconfigdict (class in genai.types)":[[0,"genai.types.GetBatchJobConfigDict",false]],"getcachedcontentconfigdict (class in genai.types)":[[0,"genai.types.GetCachedContentConfigDict",false]],"getdocumentconfigdict (class in genai.types)":[[0,"genai.types.GetDocumentConfigDict",false]],"getfileconfigdict (class in genai.types)":[[0,"genai.types.GetFileConfigDict",false]],"getfilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.GetFileSearchStoreConfigDict",false]],"getmodelconfigdict (class in genai.types)":[[0,"genai.types.GetModelConfigDict",false]],"getoperationconfigdict (class in genai.types)":[[0,"genai.types.GetOperationConfigDict",false]],"gettuningjobconfigdict (class in genai.types)":[[0,"genai.types.GetTuningJobConfigDict",false]],"go_away (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.go_away",false]],"go_away (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.go_away",false]],"google_maps (genai.types.tool attribute)":[[0,"genai.types.Tool.google_maps",false]],"google_maps (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.google_maps",false]],"google_maps (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.GOOGLE_MAPS",false]],"google_maps_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.google_maps_uri",false]],"google_maps_uri (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.google_maps_uri",false]],"google_maps_widget_context_token (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.google_maps_widget_context_token",false]],"google_maps_widget_context_token (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.google_maps_widget_context_token",false]],"google_search (genai.types.tool attribute)":[[0,"genai.types.Tool.google_search",false]],"google_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.google_search",false]],"google_search_dynamic_retrieval_score (genai.types.retrievalmetadata attribute)":[[0,"genai.types.RetrievalMetadata.google_search_dynamic_retrieval_score",false]],"google_search_dynamic_retrieval_score (genai.types.retrievalmetadatadict attribute)":[[0,"genai.types.RetrievalMetadataDict.google_search_dynamic_retrieval_score",false]],"google_search_image (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.GOOGLE_SEARCH_IMAGE",false]],"google_search_retrieval (genai.types.tool attribute)":[[0,"genai.types.Tool.google_search_retrieval",false]],"google_search_retrieval (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.google_search_retrieval",false]],"google_search_web (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.GOOGLE_SEARCH_WEB",false]],"google_service_account_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.GOOGLE_SERVICE_ACCOUNT_AUTH",false]],"google_service_account_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.google_service_account_config",false]],"google_service_account_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.google_service_account_config",false]],"googlemapsdict (class in genai.types)":[[0,"genai.types.GoogleMapsDict",false]],"googlemapsgroundingtypesdict (class in genai.types)":[[0,"genai.types.GoogleMapsGroundingTypesDict",false]],"googlemapsplacesdict (class in genai.types)":[[0,"genai.types.GoogleMapsPlacesDict",false]],"googlemapsroutingdict (class in genai.types)":[[0,"genai.types.GoogleMapsRoutingDict",false]],"googlerpcstatusdict (class in genai.types)":[[0,"genai.types.GoogleRpcStatusDict",false]],"googlesearchdict (class in genai.types)":[[0,"genai.types.GoogleSearchDict",false]],"googlesearchretrievaldict (class in genai.types)":[[0,"genai.types.GoogleSearchRetrievalDict",false]],"googletypedatedict (class in genai.types)":[[0,"genai.types.GoogleTypeDateDict",false]],"grounding_chunk_indices (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.grounding_chunk_indices",false]],"grounding_chunk_indices (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.grounding_chunk_indices",false]],"grounding_chunks (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.grounding_chunks",false]],"grounding_chunks (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.grounding_chunks",false]],"grounding_metadata (genai.types.candidate attribute)":[[0,"genai.types.Candidate.grounding_metadata",false]],"grounding_metadata (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.grounding_metadata",false]],"grounding_metadata (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.grounding_metadata",false]],"grounding_metadata (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.grounding_metadata",false]],"grounding_supports (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.grounding_supports",false]],"grounding_supports (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.grounding_supports",false]],"grounding_types (genai.types.googlemaps attribute)":[[0,"genai.types.GoogleMaps.grounding_types",false]],"grounding_types (genai.types.googlemapsdict attribute)":[[0,"genai.types.GoogleMapsDict.grounding_types",false]],"groundingchunkcustommetadatadict (class in genai.types)":[[0,"genai.types.GroundingChunkCustomMetadataDict",false]],"groundingchunkdict (class in genai.types)":[[0,"genai.types.GroundingChunkDict",false]],"groundingchunkimagedict (class in genai.types)":[[0,"genai.types.GroundingChunkImageDict",false]],"groundingchunkmapsdict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsDict",false]],"groundingchunkmapsplaceanswersourcesauthorattributiondict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict",false]],"groundingchunkmapsplaceanswersourcesdict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict",false]],"groundingchunkmapsplaceanswersourcesreviewsnippetdict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict",false]],"groundingchunkmapsroutedict (class in genai.types)":[[0,"genai.types.GroundingChunkMapsRouteDict",false]],"groundingchunkretrievedcontextdict (class in genai.types)":[[0,"genai.types.GroundingChunkRetrievedContextDict",false]],"groundingchunkstringlistdict (class in genai.types)":[[0,"genai.types.GroundingChunkStringListDict",false]],"groundingchunkwebdict (class in genai.types)":[[0,"genai.types.GroundingChunkWebDict",false]],"groundingmetadatadict (class in genai.types)":[[0,"genai.types.GroundingMetadataDict",false]],"groundingmetadatasourceflagginguridict (class in genai.types)":[[0,"genai.types.GroundingMetadataSourceFlaggingUriDict",false]],"groundingsupportdict (class in genai.types)":[[0,"genai.types.GroundingSupportDict",false]],"guidance (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.guidance",false]],"guidance (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.guidance",false]],"guidance_scale (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.guidance_scale",false]],"guidance_scale (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.guidance_scale",false]],"guidance_scale (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.guidance_scale",false]],"guidance_scale (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.guidance_scale",false]],"handle (genai.types.sessionresumptionconfig attribute)":[[0,"genai.types.SessionResumptionConfig.handle",false]],"handle (genai.types.sessionresumptionconfigdict attribute)":[[0,"genai.types.SessionResumptionConfigDict.handle",false]],"harm_block_method_unspecified (genai.types.harmblockmethod attribute)":[[0,"genai.types.HarmBlockMethod.HARM_BLOCK_METHOD_UNSPECIFIED",false]],"harm_block_threshold_unspecified (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED",false]],"harm_category_civic_integrity (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY",false]],"harm_category_dangerous_content (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT",false]],"harm_category_harassment (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_HARASSMENT",false]],"harm_category_hate_speech (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_HATE_SPEECH",false]],"harm_category_image_dangerous_content (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT",false]],"harm_category_image_harassment (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HARASSMENT",false]],"harm_category_image_hate (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_HATE",false]],"harm_category_image_sexually_explicit (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT",false]],"harm_category_jailbreak (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_JAILBREAK",false]],"harm_category_sexually_explicit (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT",false]],"harm_category_unspecified (genai.types.harmcategory attribute)":[[0,"genai.types.HarmCategory.HARM_CATEGORY_UNSPECIFIED",false]],"harm_probability_unspecified (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.HARM_PROBABILITY_UNSPECIFIED",false]],"harm_severity_high (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_HIGH",false]],"harm_severity_low (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_LOW",false]],"harm_severity_medium (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_MEDIUM",false]],"harm_severity_negligible (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_NEGLIGIBLE",false]],"harm_severity_unspecified (genai.types.harmseverity attribute)":[[0,"genai.types.HarmSeverity.HARM_SEVERITY_UNSPECIFIED",false]],"harmblockmethod (class in genai.types)":[[0,"genai.types.HarmBlockMethod",false]],"harmblockthreshold (class in genai.types)":[[0,"genai.types.HarmBlockThreshold",false]],"harmcategory (class in genai.types)":[[0,"genai.types.HarmCategory",false]],"harmprobability (class in genai.types)":[[0,"genai.types.HarmProbability",false]],"harmseverity (class in genai.types)":[[0,"genai.types.HarmSeverity",false]],"has_ended (genai.types.tuningjob property)":[[0,"genai.types.TuningJob.has_ended",false]],"has_succeeded (genai.types.tuningjob property)":[[0,"genai.types.TuningJob.has_succeeded",false]],"has_union (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.has_union",false]],"has_union (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.has_union",false]],"headers (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.headers",false]],"headers (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.headers",false]],"headers (genai.types.httpresponse attribute)":[[0,"genai.types.HttpResponse.headers",false]],"headers (genai.types.httpresponsedict attribute)":[[0,"genai.types.HttpResponseDict.headers",false]],"headers (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.headers",false]],"headers (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.headers",false]],"headers (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.headers",false]],"headers (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.headers",false]],"headers (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.headers",false]],"headers (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.headers",false]],"hi (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.hi",false]],"high (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.HIGH",false]],"high (genai.types.reinforcementtuningthinkinglevel attribute)":[[0,"genai.types.ReinforcementTuningThinkingLevel.HIGH",false]],"high (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.HIGH",false]],"history_config (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.history_config",false]],"history_config (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.history_config",false]],"history_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.history_config",false]],"history_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.history_config",false]],"historyconfigdict (class in genai.types)":[[0,"genai.types.HistoryConfigDict",false]],"http_basic_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.HTTP_BASIC_AUTH",false]],"http_basic_auth_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.http_basic_auth_config",false]],"http_basic_auth_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.http_basic_auth_config",false]],"http_element_location (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.http_element_location",false]],"http_element_location (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.http_element_location",false]],"http_in_body (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_BODY",false]],"http_in_cookie (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_COOKIE",false]],"http_in_header (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_HEADER",false]],"http_in_path (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_PATH",false]],"http_in_query (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_QUERY",false]],"http_in_unspecified (genai.types.httpelementlocation attribute)":[[0,"genai.types.HttpElementLocation.HTTP_IN_UNSPECIFIED",false]],"http_options (genai.client.client attribute)":[[0,"genai.client.Client.http_options",false]],"http_options (genai.types.cancelbatchjobconfig attribute)":[[0,"genai.types.CancelBatchJobConfig.http_options",false]],"http_options (genai.types.cancelbatchjobconfigdict attribute)":[[0,"genai.types.CancelBatchJobConfigDict.http_options",false]],"http_options (genai.types.canceltuningjobconfig attribute)":[[0,"genai.types.CancelTuningJobConfig.http_options",false]],"http_options (genai.types.canceltuningjobconfigdict attribute)":[[0,"genai.types.CancelTuningJobConfigDict.http_options",false]],"http_options (genai.types.computetokensconfig attribute)":[[0,"genai.types.ComputeTokensConfig.http_options",false]],"http_options (genai.types.computetokensconfigdict attribute)":[[0,"genai.types.ComputeTokensConfigDict.http_options",false]],"http_options (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.http_options",false]],"http_options (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.http_options",false]],"http_options (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.http_options",false]],"http_options (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.http_options",false]],"http_options (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.http_options",false]],"http_options (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.http_options",false]],"http_options (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.http_options",false]],"http_options (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.http_options",false]],"http_options (genai.types.createembeddingsbatchjobconfig attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfig.http_options",false]],"http_options (genai.types.createembeddingsbatchjobconfigdict attribute)":[[0,"genai.types.CreateEmbeddingsBatchJobConfigDict.http_options",false]],"http_options (genai.types.createfileconfig attribute)":[[0,"genai.types.CreateFileConfig.http_options",false]],"http_options (genai.types.createfileconfigdict attribute)":[[0,"genai.types.CreateFileConfigDict.http_options",false]],"http_options (genai.types.createfilesearchstoreconfig attribute)":[[0,"genai.types.CreateFileSearchStoreConfig.http_options",false]],"http_options (genai.types.createfilesearchstoreconfigdict attribute)":[[0,"genai.types.CreateFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.http_options",false]],"http_options (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.http_options",false]],"http_options (genai.types.deletebatchjobconfig attribute)":[[0,"genai.types.DeleteBatchJobConfig.http_options",false]],"http_options (genai.types.deletebatchjobconfigdict attribute)":[[0,"genai.types.DeleteBatchJobConfigDict.http_options",false]],"http_options (genai.types.deletecachedcontentconfig attribute)":[[0,"genai.types.DeleteCachedContentConfig.http_options",false]],"http_options (genai.types.deletecachedcontentconfigdict attribute)":[[0,"genai.types.DeleteCachedContentConfigDict.http_options",false]],"http_options (genai.types.deletedocumentconfig attribute)":[[0,"genai.types.DeleteDocumentConfig.http_options",false]],"http_options (genai.types.deletedocumentconfigdict attribute)":[[0,"genai.types.DeleteDocumentConfigDict.http_options",false]],"http_options (genai.types.deletefileconfig attribute)":[[0,"genai.types.DeleteFileConfig.http_options",false]],"http_options (genai.types.deletefileconfigdict attribute)":[[0,"genai.types.DeleteFileConfigDict.http_options",false]],"http_options (genai.types.deletefilesearchstoreconfig attribute)":[[0,"genai.types.DeleteFileSearchStoreConfig.http_options",false]],"http_options (genai.types.deletefilesearchstoreconfigdict attribute)":[[0,"genai.types.DeleteFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.deletemodelconfig attribute)":[[0,"genai.types.DeleteModelConfig.http_options",false]],"http_options (genai.types.deletemodelconfigdict attribute)":[[0,"genai.types.DeleteModelConfigDict.http_options",false]],"http_options (genai.types.downloadfileconfig attribute)":[[0,"genai.types.DownloadFileConfig.http_options",false]],"http_options (genai.types.downloadfileconfigdict attribute)":[[0,"genai.types.DownloadFileConfigDict.http_options",false]],"http_options (genai.types.downloadmediaconfig attribute)":[[0,"genai.types.DownloadMediaConfig.http_options",false]],"http_options (genai.types.downloadmediaconfigdict attribute)":[[0,"genai.types.DownloadMediaConfigDict.http_options",false]],"http_options (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.http_options",false]],"http_options (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.http_options",false]],"http_options (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.http_options",false]],"http_options (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.http_options",false]],"http_options (genai.types.fetchpredictoperationconfig attribute)":[[0,"genai.types.FetchPredictOperationConfig.http_options",false]],"http_options (genai.types.fetchpredictoperationconfigdict attribute)":[[0,"genai.types.FetchPredictOperationConfigDict.http_options",false]],"http_options (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.http_options",false]],"http_options (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.http_options",false]],"http_options (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.http_options",false]],"http_options (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.http_options",false]],"http_options (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.http_options",false]],"http_options (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.http_options",false]],"http_options (genai.types.getbatchjobconfig attribute)":[[0,"genai.types.GetBatchJobConfig.http_options",false]],"http_options (genai.types.getbatchjobconfigdict attribute)":[[0,"genai.types.GetBatchJobConfigDict.http_options",false]],"http_options (genai.types.getcachedcontentconfig attribute)":[[0,"genai.types.GetCachedContentConfig.http_options",false]],"http_options (genai.types.getcachedcontentconfigdict attribute)":[[0,"genai.types.GetCachedContentConfigDict.http_options",false]],"http_options (genai.types.getdocumentconfig attribute)":[[0,"genai.types.GetDocumentConfig.http_options",false]],"http_options (genai.types.getdocumentconfigdict attribute)":[[0,"genai.types.GetDocumentConfigDict.http_options",false]],"http_options (genai.types.getfileconfig attribute)":[[0,"genai.types.GetFileConfig.http_options",false]],"http_options (genai.types.getfileconfigdict attribute)":[[0,"genai.types.GetFileConfigDict.http_options",false]],"http_options (genai.types.getfilesearchstoreconfig attribute)":[[0,"genai.types.GetFileSearchStoreConfig.http_options",false]],"http_options (genai.types.getfilesearchstoreconfigdict attribute)":[[0,"genai.types.GetFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.getmodelconfig attribute)":[[0,"genai.types.GetModelConfig.http_options",false]],"http_options (genai.types.getmodelconfigdict attribute)":[[0,"genai.types.GetModelConfigDict.http_options",false]],"http_options (genai.types.getoperationconfig attribute)":[[0,"genai.types.GetOperationConfig.http_options",false]],"http_options (genai.types.getoperationconfigdict attribute)":[[0,"genai.types.GetOperationConfigDict.http_options",false]],"http_options (genai.types.gettuningjobconfig attribute)":[[0,"genai.types.GetTuningJobConfig.http_options",false]],"http_options (genai.types.gettuningjobconfigdict attribute)":[[0,"genai.types.GetTuningJobConfigDict.http_options",false]],"http_options (genai.types.importfileconfig attribute)":[[0,"genai.types.ImportFileConfig.http_options",false]],"http_options (genai.types.importfileconfigdict attribute)":[[0,"genai.types.ImportFileConfigDict.http_options",false]],"http_options (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.http_options",false]],"http_options (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.http_options",false]],"http_options (genai.types.listcachedcontentsconfig attribute)":[[0,"genai.types.ListCachedContentsConfig.http_options",false]],"http_options (genai.types.listcachedcontentsconfigdict attribute)":[[0,"genai.types.ListCachedContentsConfigDict.http_options",false]],"http_options (genai.types.listdocumentsconfig attribute)":[[0,"genai.types.ListDocumentsConfig.http_options",false]],"http_options (genai.types.listdocumentsconfigdict attribute)":[[0,"genai.types.ListDocumentsConfigDict.http_options",false]],"http_options (genai.types.listfilesconfig attribute)":[[0,"genai.types.ListFilesConfig.http_options",false]],"http_options (genai.types.listfilesconfigdict attribute)":[[0,"genai.types.ListFilesConfigDict.http_options",false]],"http_options (genai.types.listfilesearchstoresconfig attribute)":[[0,"genai.types.ListFileSearchStoresConfig.http_options",false]],"http_options (genai.types.listfilesearchstoresconfigdict attribute)":[[0,"genai.types.ListFileSearchStoresConfigDict.http_options",false]],"http_options (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.http_options",false]],"http_options (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.http_options",false]],"http_options (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.http_options",false]],"http_options (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.http_options",false]],"http_options (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.http_options",false]],"http_options (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.http_options",false]],"http_options (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.http_options",false]],"http_options (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.http_options",false]],"http_options (genai.types.registerfilesconfig attribute)":[[0,"genai.types.RegisterFilesConfig.http_options",false]],"http_options (genai.types.registerfilesconfigdict attribute)":[[0,"genai.types.RegisterFilesConfigDict.http_options",false]],"http_options (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.http_options",false]],"http_options (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.http_options",false]],"http_options (genai.types.updatecachedcontentconfig attribute)":[[0,"genai.types.UpdateCachedContentConfig.http_options",false]],"http_options (genai.types.updatecachedcontentconfigdict attribute)":[[0,"genai.types.UpdateCachedContentConfigDict.http_options",false]],"http_options (genai.types.updatemodelconfig attribute)":[[0,"genai.types.UpdateModelConfig.http_options",false]],"http_options (genai.types.updatemodelconfigdict attribute)":[[0,"genai.types.UpdateModelConfigDict.http_options",false]],"http_options (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.http_options",false]],"http_options (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.http_options",false]],"http_options (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.http_options",false]],"http_options (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.http_options",false]],"http_options (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.http_options",false]],"http_options (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.http_options",false]],"http_options (genai.types.validaterewardconfig attribute)":[[0,"genai.types.ValidateRewardConfig.http_options",false]],"http_options (genai.types.validaterewardconfigdict attribute)":[[0,"genai.types.ValidateRewardConfigDict.http_options",false]],"http_status_codes (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.http_status_codes",false]],"http_status_codes (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.http_status_codes",false]],"httpelementlocation (class in genai.types)":[[0,"genai.types.HttpElementLocation",false]],"httpoptionsdict (class in genai.types)":[[0,"genai.types.HttpOptionsDict",false]],"httpresponsedict (class in genai.types)":[[0,"genai.types.HttpResponseDict",false]],"httpretryoptionsdict (class in genai.types)":[[0,"genai.types.HttpRetryOptionsDict",false]],"httpx_async_client (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.httpx_async_client",false]],"httpx_client (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.httpx_client",false]],"hybrid_search (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.hybrid_search",false]],"hybrid_search (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.hybrid_search",false]],"hyper_parameters (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.hyper_parameters",false]],"hyper_parameters (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.fullfinetuningspec attribute)":[[0,"genai.types.FullFineTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.fullfinetuningspecdict attribute)":[[0,"genai.types.FullFineTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.partnermodeltuningspec attribute)":[[0,"genai.types.PartnerModelTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.partnermodeltuningspecdict attribute)":[[0,"genai.types.PartnerModelTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.hyper_parameters",false]],"hyper_parameters (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.hyper_parameters",false]],"hyper_parameters (genai.types.veotuningspec attribute)":[[0,"genai.types.VeoTuningSpec.hyper_parameters",false]],"hyper_parameters (genai.types.veotuningspecdict attribute)":[[0,"genai.types.VeoTuningSpecDict.hyper_parameters",false]],"hyperparameters (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.hyperparameters",false]],"hyperparameters (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.hyperparameters",false]],"id (genai.types.codeexecutionresult attribute)":[[0,"genai.types.CodeExecutionResult.id",false]],"id (genai.types.codeexecutionresultdict attribute)":[[0,"genai.types.CodeExecutionResultDict.id",false]],"id (genai.types.executablecode attribute)":[[0,"genai.types.ExecutableCode.id",false]],"id (genai.types.executablecodedict attribute)":[[0,"genai.types.ExecutableCodeDict.id",false]],"id (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.id",false]],"id (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.id",false]],"id (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.id",false]],"id (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.id",false]],"id (genai.types.toolcall attribute)":[[0,"genai.types.ToolCall.id",false]],"id (genai.types.toolcalldict attribute)":[[0,"genai.types.ToolCallDict.id",false]],"id (genai.types.toolresponse attribute)":[[0,"genai.types.ToolResponse.id",false]],"id (genai.types.toolresponsedict attribute)":[[0,"genai.types.ToolResponseDict.id",false]],"id_token (genai.types.authconfigoidcconfig attribute)":[[0,"genai.types.AuthConfigOidcConfig.id_token",false]],"id_token (genai.types.authconfigoidcconfigdict attribute)":[[0,"genai.types.AuthConfigOidcConfigDict.id_token",false]],"identity (genai.types.responseparsetype attribute)":[[0,"genai.types.ResponseParseType.IDENTITY",false]],"idle (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.IDLE",false]],"ids (genai.types.liveservertoolcallcancellation attribute)":[[0,"genai.types.LiveServerToolCallCancellation.ids",false]],"ids (genai.types.liveservertoolcallcancellationdict attribute)":[[0,"genai.types.LiveServerToolCallCancellationDict.ids",false]],"ignore_call_history (genai.types.automaticfunctioncallingconfig attribute)":[[0,"genai.types.AutomaticFunctionCallingConfig.ignore_call_history",false]],"ignore_call_history (genai.types.automaticfunctioncallingconfigdict attribute)":[[0,"genai.types.AutomaticFunctionCallingConfigDict.ignore_call_history",false]],"ignore_keys (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.ignore_keys",false]],"ignore_keys (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.ignore_keys",false]],"image (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.image",false]],"image (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.image",false]],"image (genai.types.generatevideossource attribute)":[[0,"genai.types.GenerateVideosSource.image",false]],"image (genai.types.generatevideossourcedict attribute)":[[0,"genai.types.GenerateVideosSourceDict.image",false]],"image (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.image",false]],"image (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.image",false]],"image (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.IMAGE",false]],"image (genai.types.modality attribute)":[[0,"genai.types.Modality.IMAGE",false]],"image (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.image",false]],"image (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.image",false]],"image (genai.types.scribbleimage attribute)":[[0,"genai.types.ScribbleImage.image",false]],"image (genai.types.scribbleimagedict attribute)":[[0,"genai.types.ScribbleImageDict.image",false]],"image (genai.types.segmentimagesource attribute)":[[0,"genai.types.SegmentImageSource.image",false]],"image (genai.types.segmentimagesourcedict attribute)":[[0,"genai.types.SegmentImageSourceDict.image",false]],"image (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.image",false]],"image (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.image",false]],"image (genai.types.videogenerationmask attribute)":[[0,"genai.types.VideoGenerationMask.image",false]],"image (genai.types.videogenerationmaskdict attribute)":[[0,"genai.types.VideoGenerationMaskDict.image",false]],"image (genai.types.videogenerationreferenceimage attribute)":[[0,"genai.types.VideoGenerationReferenceImage.image",false]],"image (genai.types.videogenerationreferenceimagedict attribute)":[[0,"genai.types.VideoGenerationReferenceImageDict.image",false]],"image_bytes (genai.types.image attribute)":[[0,"genai.types.Image.image_bytes",false]],"image_bytes (genai.types.imagedict attribute)":[[0,"genai.types.ImageDict.image_bytes",false]],"image_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.image_config",false]],"image_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.image_config",false]],"image_count (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.image_count",false]],"image_count (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.image_count",false]],"image_data (genai.types.customizedavatar attribute)":[[0,"genai.types.CustomizedAvatar.image_data",false]],"image_data (genai.types.customizedavatardict attribute)":[[0,"genai.types.CustomizedAvatarDict.image_data",false]],"image_mime_type (genai.types.customizedavatar attribute)":[[0,"genai.types.CustomizedAvatar.image_mime_type",false]],"image_mime_type (genai.types.customizedavatardict attribute)":[[0,"genai.types.CustomizedAvatarDict.image_mime_type",false]],"image_other (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_OTHER",false]],"image_output_options (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.image_output_options",false]],"image_output_options (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.image_output_options",false]],"image_preservation_factor (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.image_preservation_factor",false]],"image_preservation_factor (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.image_preservation_factor",false]],"image_prohibited_content (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_PROHIBITED_CONTENT",false]],"image_prohibited_input_content (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.IMAGE_PROHIBITED_INPUT_CONTENT",false]],"image_recitation (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_RECITATION",false]],"image_safety (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.IMAGE_SAFETY",false]],"image_safety (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.IMAGE_SAFETY",false]],"image_search (genai.types.searchtypes attribute)":[[0,"genai.types.SearchTypes.image_search",false]],"image_search (genai.types.searchtypesdict attribute)":[[0,"genai.types.SearchTypesDict.image_search",false]],"image_search_queries (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.image_search_queries",false]],"image_search_queries (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.image_search_queries",false]],"image_size (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.image_size",false]],"image_size (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.image_size",false]],"image_size (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.image_size",false]],"image_size (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.image_size",false]],"image_size (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.image_size",false]],"image_size (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.image_size",false]],"image_size_five_twelve (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_FIVE_TWELVE",false]],"image_size_four_k (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_FOUR_K",false]],"image_size_one_k (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_ONE_K",false]],"image_size_two_k (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_TWO_K",false]],"image_size_unspecified (genai.types.imagesize attribute)":[[0,"genai.types.ImageSize.IMAGE_SIZE_UNSPECIFIED",false]],"image_uri (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.image_uri",false]],"image_uri (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.image_uri",false]],"imageconfigdict (class in genai.types)":[[0,"genai.types.ImageConfigDict",false]],"imageconfigimageoutputoptionsdict (class in genai.types)":[[0,"genai.types.ImageConfigImageOutputOptionsDict",false]],"imagedict (class in genai.types)":[[0,"genai.types.ImageDict",false]],"imagepromptlanguage (class in genai.types)":[[0,"genai.types.ImagePromptLanguage",false]],"imageresizemode (class in genai.types)":[[0,"genai.types.ImageResizeMode",false]],"imageresponseformatdict (class in genai.types)":[[0,"genai.types.ImageResponseFormatDict",false]],"images (genai.types.generateimagesresponse property)":[[0,"genai.types.GenerateImagesResponse.images",false]],"imagesearchdict (class in genai.types)":[[0,"genai.types.ImageSearchDict",false]],"imagesize (class in genai.types)":[[0,"genai.types.ImageSize",false]],"importfileconfigdict (class in genai.types)":[[0,"genai.types.ImportFileConfigDict",false]],"importfileresponsedict (class in genai.types)":[[0,"genai.types.ImportFileResponseDict",false]],"in_progress (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.IN_PROGRESS",false]],"include_rai_reason (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.include_rai_reason",false]],"include_rai_reason (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.include_rai_reason",false]],"include_rai_reason (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.include_rai_reason",false]],"include_rai_reason (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.include_rai_reason",false]],"include_rai_reason (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.include_rai_reason",false]],"include_rai_reason (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.include_rai_reason",false]],"include_safety_attributes (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.include_safety_attributes",false]],"include_safety_attributes (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.include_safety_attributes",false]],"include_safety_attributes (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.include_safety_attributes",false]],"include_safety_attributes (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.include_safety_attributes",false]],"include_server_side_tool_invocations (genai.types.toolconfig attribute)":[[0,"genai.types.ToolConfig.include_server_side_tool_invocations",false]],"include_server_side_tool_invocations (genai.types.toolconfigdict attribute)":[[0,"genai.types.ToolConfigDict.include_server_side_tool_invocations",false]],"include_thoughts (genai.types.generationconfigthinkingconfigdict attribute)":[[0,"genai.types.GenerationConfigThinkingConfigDict.include_thoughts",false]],"include_thoughts (genai.types.thinkingconfig attribute)":[[0,"genai.types.ThinkingConfig.include_thoughts",false]],"include_thoughts (genai.types.thinkingconfigdict attribute)":[[0,"genai.types.ThinkingConfigDict.include_thoughts",false]],"incomplete_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.incomplete_count",false]],"incomplete_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.incomplete_count",false]],"index (genai.types.candidate attribute)":[[0,"genai.types.Candidate.index",false]],"index (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.index",false]],"index (genai.types.externalapielasticsearchparams attribute)":[[0,"genai.types.ExternalApiElasticSearchParams.index",false]],"index (genai.types.externalapielasticsearchparamsdict attribute)":[[0,"genai.types.ExternalApiElasticSearchParamsDict.index",false]],"inference_generation_config (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.inference_generation_config",false]],"inference_generation_config (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.inference_generation_config",false]],"initial_delay (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.initial_delay",false]],"initial_delay (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.initial_delay",false]],"initial_history_in_client_content (genai.types.historyconfig attribute)":[[0,"genai.types.HistoryConfig.initial_history_in_client_content",false]],"initial_history_in_client_content (genai.types.historyconfigdict attribute)":[[0,"genai.types.HistoryConfigDict.initial_history_in_client_content",false]],"inline (genai.types.delivery attribute)":[[0,"genai.types.Delivery.INLINE",false]],"inline_data (genai.types.functionresponsepart attribute)":[[0,"genai.types.FunctionResponsePart.inline_data",false]],"inline_data (genai.types.functionresponsepartdict attribute)":[[0,"genai.types.FunctionResponsePartDict.inline_data",false]],"inline_data (genai.types.part attribute)":[[0,"genai.types.Part.inline_data",false]],"inline_data (genai.types.partdict attribute)":[[0,"genai.types.PartDict.inline_data",false]],"inlined_embed_content_responses (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.inlined_embed_content_responses",false]],"inlined_embed_content_responses (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.inlined_embed_content_responses",false]],"inlined_requests (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.inlined_requests",false]],"inlined_requests (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.inlined_requests",false]],"inlined_requests (genai.types.embeddingsbatchjobsource attribute)":[[0,"genai.types.EmbeddingsBatchJobSource.inlined_requests",false]],"inlined_requests (genai.types.embeddingsbatchjobsourcedict attribute)":[[0,"genai.types.EmbeddingsBatchJobSourceDict.inlined_requests",false]],"inlined_responses (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.inlined_responses",false]],"inlined_responses (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.inlined_responses",false]],"inlinedembedcontentresponsedict (class in genai.types)":[[0,"genai.types.InlinedEmbedContentResponseDict",false]],"inlinedrequestdict (class in genai.types)":[[0,"genai.types.InlinedRequestDict",false]],"inlinedresponsedict (class in genai.types)":[[0,"genai.types.InlinedResponseDict",false]],"input_audio_transcription (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.input_audio_transcription",false]],"input_audio_transcription (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.input_audio_transcription",false]],"input_audio_transcription (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.input_audio_transcription",false]],"input_audio_transcription (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.input_audio_transcription",false]],"input_image_celebrity (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_IMAGE_CELEBRITY",false]],"input_image_photo_realistic_child_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED",false]],"input_ip_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_IP_PROHIBITED",false]],"input_other (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_OTHER",false]],"input_text_contain_prominent_person_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED",false]],"input_text_ncii_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.INPUT_TEXT_NCII_PROHIBITED",false]],"input_token_limit (genai.types.model attribute)":[[0,"genai.types.Model.input_token_limit",false]],"input_token_limit (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.input_token_limit",false]],"input_transcription (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.input_transcription",false]],"input_transcription (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.input_transcription",false]],"input_uri (genai.types.bigquerysource attribute)":[[0,"genai.types.BigQuerySource.input_uri",false]],"input_uri (genai.types.bigquerysourcedict attribute)":[[0,"genai.types.BigQuerySourceDict.input_uri",false]],"insert (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.INSERT",false]],"integer (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.INTEGER",false]],"integer (genai.types.type attribute)":[[0,"genai.types.Type.INTEGER",false]],"interaction_status (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.interaction_status",false]],"interaction_status (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.interaction_status",false]],"interaction_status_unspecified (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.INTERACTION_STATUS_UNSPECIFIED",false]],"interactions (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.interactions",false]],"interactions (genai.client.client property)":[[0,"genai.client.Client.interactions",false]],"interactions (genai.types.replayfile attribute)":[[0,"genai.types.ReplayFile.interactions",false]],"interactions (genai.types.replayfiledict attribute)":[[0,"genai.types.ReplayFileDict.interactions",false]],"interactionstatus (class in genai.types)":[[0,"genai.types.InteractionStatus",false]],"interactive (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.INTERACTIVE",false]],"interim_input_transcription (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.interim_input_transcription",false]],"interim_input_transcription (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.interim_input_transcription",false]],"interrupt (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.INTERRUPT",false]],"interrupted (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.interrupted",false]],"interrupted (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.interrupted",false]],"intervaldict (class in genai.types)":[[0,"genai.types.IntervalDict",false]],"items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.items",false]],"items (genai.types.schema attribute)":[[0,"genai.types.Schema.items",false]],"ja (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.ja",false]],"jailbreak (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.JAILBREAK",false]],"jitter (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.jitter",false]],"jitter (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.jitter",false]],"job_state_cancelled (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_CANCELLED",false]],"job_state_cancelling (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_CANCELLING",false]],"job_state_expired (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_EXPIRED",false]],"job_state_failed (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_FAILED",false]],"job_state_partially_succeeded (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_PARTIALLY_SUCCEEDED",false]],"job_state_paused (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_PAUSED",false]],"job_state_pending (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_PENDING",false]],"job_state_queued (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_QUEUED",false]],"job_state_running (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_RUNNING",false]],"job_state_succeeded (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_SUCCEEDED",false]],"job_state_unspecified (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_UNSPECIFIED",false]],"job_state_updating (genai.types.jobstate attribute)":[[0,"genai.types.JobState.JOB_STATE_UPDATING",false]],"joberrordict (class in genai.types)":[[0,"genai.types.JobErrorDict",false]],"jobstate (class in genai.types)":[[0,"genai.types.JobState",false]],"json_match_expression (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.json_match_expression",false]],"json_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.json_match_expression",false]],"json_path (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.json_path",false]],"json_path (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.json_path",false]],"json_schema (genai.types.schema property)":[[0,"genai.types.Schema.json_schema",false]],"jsonschema (genai.types.textresponseformat attribute)":[[0,"genai.types.TextResponseFormat.jsonSchema",false]],"jsonschematype (class in genai.types)":[[0,"genai.types.JSONSchemaType",false]],"judge_autorater_config (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.judge_autorater_config",false]],"judge_autorater_config (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.judge_autorater_config",false]],"judge_model_system_instruction (genai.types.metric attribute)":[[0,"genai.types.Metric.judge_model_system_instruction",false]],"judge_model_system_instruction (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.judge_model_system_instruction",false]],"key (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.key",false]],"key (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.key",false]],"key (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.key",false]],"key (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.key",false]],"key_name (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.key_name",false]],"key_name (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.key_name",false]],"kms_key_name (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.kms_key_name",false]],"kms_key_name (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.kms_key_name",false]],"kms_key_name (genai.types.encryptionspec attribute)":[[0,"genai.types.EncryptionSpec.kms_key_name",false]],"kms_key_name (genai.types.encryptionspecdict attribute)":[[0,"genai.types.EncryptionSpecDict.kms_key_name",false]],"ko (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.ko",false]],"label (genai.types.entitylabel attribute)":[[0,"genai.types.EntityLabel.label",false]],"label (genai.types.entitylabeldict attribute)":[[0,"genai.types.EntityLabelDict.label",false]],"labels (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.labels",false]],"labels (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.labels",false]],"labels (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.labels",false]],"labels (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.labels",false]],"labels (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.labels",false]],"labels (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.labels",false]],"labels (genai.types.generatedimagemask attribute)":[[0,"genai.types.GeneratedImageMask.labels",false]],"labels (genai.types.generatedimagemaskdict attribute)":[[0,"genai.types.GeneratedImageMaskDict.labels",false]],"labels (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.labels",false]],"labels (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.labels",false]],"labels (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.labels",false]],"labels (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.labels",false]],"labels (genai.types.model attribute)":[[0,"genai.types.Model.labels",false]],"labels (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.labels",false]],"labels (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.labels",false]],"labels (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.labels",false]],"labels (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.labels",false]],"labels (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.labels",false]],"labels (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.labels",false]],"labels (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.labels",false]],"labels (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.labels",false]],"labels (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.labels",false]],"landscape (genai.types.videoorientation attribute)":[[0,"genai.types.VideoOrientation.LANDSCAPE",false]],"language (class in genai.types)":[[0,"genai.types.Language",false]],"language (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.language",false]],"language (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.language",false]],"language (genai.types.executablecode attribute)":[[0,"genai.types.ExecutableCode.language",false]],"language (genai.types.executablecodedict attribute)":[[0,"genai.types.ExecutableCodeDict.language",false]],"language (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.LANGUAGE",false]],"language (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.language",false]],"language (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.language",false]],"language_auto (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.language_auto",false]],"language_auto (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.language_auto",false]],"language_code (genai.types.retrievalconfig attribute)":[[0,"genai.types.RetrievalConfig.language_code",false]],"language_code (genai.types.retrievalconfigdict attribute)":[[0,"genai.types.RetrievalConfigDict.language_code",false]],"language_code (genai.types.speechconfig attribute)":[[0,"genai.types.SpeechConfig.language_code",false]],"language_code (genai.types.speechconfigdict attribute)":[[0,"genai.types.SpeechConfigDict.language_code",false]],"language_code (genai.types.transcription attribute)":[[0,"genai.types.Transcription.language_code",false]],"language_code (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.language_code",false]],"language_codes (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.language_codes",false]],"language_codes (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.language_codes",false]],"language_codes (genai.types.languagehints attribute)":[[0,"genai.types.LanguageHints.language_codes",false]],"language_codes (genai.types.languagehintsdict attribute)":[[0,"genai.types.LanguageHintsDict.language_codes",false]],"language_hints (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.language_hints",false]],"language_hints (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.language_hints",false]],"language_unspecified (genai.types.language attribute)":[[0,"genai.types.Language.LANGUAGE_UNSPECIFIED",false]],"languageautodict (class in genai.types)":[[0,"genai.types.LanguageAutoDict",false]],"languagehintsdict (class in genai.types)":[[0,"genai.types.LanguageHintsDict",false]],"last_consumed_client_message_index (genai.types.liveserversessionresumptionupdate attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdate.last_consumed_client_message_index",false]],"last_consumed_client_message_index (genai.types.liveserversessionresumptionupdatedict attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict.last_consumed_client_message_index",false]],"last_frame (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.last_frame",false]],"last_frame (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.last_frame",false]],"last_page (genai.types.ragchunkpagespan attribute)":[[0,"genai.types.RagChunkPageSpan.last_page",false]],"last_page (genai.types.ragchunkpagespandict attribute)":[[0,"genai.types.RagChunkPageSpanDict.last_page",false]],"lat_lng (genai.types.retrievalconfig attribute)":[[0,"genai.types.RetrievalConfig.lat_lng",false]],"lat_lng (genai.types.retrievalconfigdict attribute)":[[0,"genai.types.RetrievalConfigDict.lat_lng",false]],"latitude (genai.types.latlng attribute)":[[0,"genai.types.LatLng.latitude",false]],"latitude (genai.types.latlngdict attribute)":[[0,"genai.types.LatLngDict.latitude",false]],"latlngdict (class in genai.types)":[[0,"genai.types.LatLngDict",false]],"learning_rate (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.learning_rate",false]],"learning_rate (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.learning_rate",false]],"learning_rate (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.learning_rate",false]],"learning_rate (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.learning_rate",false]],"learning_rate (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.learning_rate",false]],"learning_rate (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.learning_rate",false]],"learning_rate_multiplier (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.distillationhyperparameters attribute)":[[0,"genai.types.DistillationHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.distillationhyperparametersdict attribute)":[[0,"genai.types.DistillationHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.preferenceoptimizationhyperparameters attribute)":[[0,"genai.types.PreferenceOptimizationHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.preferenceoptimizationhyperparametersdict attribute)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.supervisedhyperparameters attribute)":[[0,"genai.types.SupervisedHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.supervisedhyperparametersdict attribute)":[[0,"genai.types.SupervisedHyperParametersDict.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.learning_rate_multiplier",false]],"learning_rate_multiplier (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.learning_rate_multiplier",false]],"left (genai.types.datasetdistributiondistributionbucket attribute)":[[0,"genai.types.DatasetDistributionDistributionBucket.left",false]],"left (genai.types.datasetdistributiondistributionbucketdict attribute)":[[0,"genai.types.DatasetDistributionDistributionBucketDict.left",false]],"left (genai.types.supervisedtuningdatasetdistributiondatasetbucket attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucket.left",false]],"left (genai.types.supervisedtuningdatasetdistributiondatasetbucketdict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict.left",false]],"legacy (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.LEGACY",false]],"legal_terms_and_agreements (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.LEGAL_TERMS_AND_AGREEMENTS",false]],"level (genai.types.partmediaresolution attribute)":[[0,"genai.types.PartMediaResolution.level",false]],"level (genai.types.partmediaresolutiondict attribute)":[[0,"genai.types.PartMediaResolutionDict.level",false]],"license (genai.types.citation attribute)":[[0,"genai.types.Citation.license",false]],"license (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.license",false]],"list() (genai._gaos.google_genai.asyncgemininextgenagents method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.list",false]],"list() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.list",false]],"list() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.list",false]],"list() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.list",false]],"list() (genai._gaos.google_genai.gemininextgenagents method)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.list",false]],"list() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.list",false]],"list() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.list",false]],"list() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.list",false]],"list() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.list",false]],"list() (genai.models.models method)":[[0,"genai.models.Models.list",false]],"list() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.list",false]],"list() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.list",false]],"list_environments() (genai._gaos.google_genai.asyncgemininextgenenvironments method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.list_environments",false]],"list_environments() (genai._gaos.google_genai.gemininextgenenvironments method)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.list_environments",false]],"list_executions() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.list_executions",false]],"list_executions() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.list_executions",false]],"listbatchjobsconfigdict (class in genai.types)":[[0,"genai.types.ListBatchJobsConfigDict",false]],"listbatchjobsresponsedict (class in genai.types)":[[0,"genai.types.ListBatchJobsResponseDict",false]],"listcachedcontentsconfigdict (class in genai.types)":[[0,"genai.types.ListCachedContentsConfigDict",false]],"listcachedcontentsresponsedict (class in genai.types)":[[0,"genai.types.ListCachedContentsResponseDict",false]],"listdocumentsconfigdict (class in genai.types)":[[0,"genai.types.ListDocumentsConfigDict",false]],"listdocumentsresponsedict (class in genai.types)":[[0,"genai.types.ListDocumentsResponseDict",false]],"listfilesconfigdict (class in genai.types)":[[0,"genai.types.ListFilesConfigDict",false]],"listfilesearchstoresconfigdict (class in genai.types)":[[0,"genai.types.ListFileSearchStoresConfigDict",false]],"listfilesearchstoresresponsedict (class in genai.types)":[[0,"genai.types.ListFileSearchStoresResponseDict",false]],"listfilesresponsedict (class in genai.types)":[[0,"genai.types.ListFilesResponseDict",false]],"listmodelsconfigdict (class in genai.types)":[[0,"genai.types.ListModelsConfigDict",false]],"listmodelsresponsedict (class in genai.types)":[[0,"genai.types.ListModelsResponseDict",false]],"listtuningjobsconfigdict (class in genai.types)":[[0,"genai.types.ListTuningJobsConfigDict",false]],"listtuningjobsresponsedict (class in genai.types)":[[0,"genai.types.ListTuningJobsResponseDict",false]],"live (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.live",false]],"live_connect_constraints (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.live_connect_constraints",false]],"live_connect_constraints (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.live_connect_constraints",false]],"liveclientcontentdict (class in genai.types)":[[0,"genai.types.LiveClientContentDict",false]],"liveclientmessagedict (class in genai.types)":[[0,"genai.types.LiveClientMessageDict",false]],"liveclientrealtimeinputdict (class in genai.types)":[[0,"genai.types.LiveClientRealtimeInputDict",false]],"liveclientsetupdict (class in genai.types)":[[0,"genai.types.LiveClientSetupDict",false]],"liveclienttoolresponsedict (class in genai.types)":[[0,"genai.types.LiveClientToolResponseDict",false]],"liveconnectconfigdict (class in genai.types)":[[0,"genai.types.LiveConnectConfigDict",false]],"liveconnectconstraintsdict (class in genai.types)":[[0,"genai.types.LiveConnectConstraintsDict",false]],"liveconnectparametersdict (class in genai.types)":[[0,"genai.types.LiveConnectParametersDict",false]],"livemusicclientcontentdict (class in genai.types)":[[0,"genai.types.LiveMusicClientContentDict",false]],"livemusicclientmessagedict (class in genai.types)":[[0,"genai.types.LiveMusicClientMessageDict",false]],"livemusicclientsetupdict (class in genai.types)":[[0,"genai.types.LiveMusicClientSetupDict",false]],"livemusicconnectparametersdict (class in genai.types)":[[0,"genai.types.LiveMusicConnectParametersDict",false]],"livemusicfilteredpromptdict (class in genai.types)":[[0,"genai.types.LiveMusicFilteredPromptDict",false]],"livemusicgenerationconfigdict (class in genai.types)":[[0,"genai.types.LiveMusicGenerationConfigDict",false]],"livemusicplaybackcontrol (class in genai.types)":[[0,"genai.types.LiveMusicPlaybackControl",false]],"livemusicservercontentdict (class in genai.types)":[[0,"genai.types.LiveMusicServerContentDict",false]],"livemusicservermessagedict (class in genai.types)":[[0,"genai.types.LiveMusicServerMessageDict",false]],"livemusicserversetupcompletedict (class in genai.types)":[[0,"genai.types.LiveMusicServerSetupCompleteDict",false]],"livemusicsetconfigparametersdict (class in genai.types)":[[0,"genai.types.LiveMusicSetConfigParametersDict",false]],"livemusicsetweightedpromptsparametersdict (class in genai.types)":[[0,"genai.types.LiveMusicSetWeightedPromptsParametersDict",false]],"livemusicsourcemetadatadict (class in genai.types)":[[0,"genai.types.LiveMusicSourceMetadataDict",false]],"livesendrealtimeinputparametersdict (class in genai.types)":[[0,"genai.types.LiveSendRealtimeInputParametersDict",false]],"liveservercontentdict (class in genai.types)":[[0,"genai.types.LiveServerContentDict",false]],"liveservergoawaydict (class in genai.types)":[[0,"genai.types.LiveServerGoAwayDict",false]],"liveservermessagedict (class in genai.types)":[[0,"genai.types.LiveServerMessageDict",false]],"liveserversessionresumptionupdatedict (class in genai.types)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict",false]],"liveserversetupcompletedict (class in genai.types)":[[0,"genai.types.LiveServerSetupCompleteDict",false]],"liveservertoolcallcancellationdict (class in genai.types)":[[0,"genai.types.LiveServerToolCallCancellationDict",false]],"liveservertoolcalldict (class in genai.types)":[[0,"genai.types.LiveServerToolCallDict",false]],"llm_based_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.llm_based_metric_spec",false]],"llm_based_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.llm_based_metric_spec",false]],"llm_ranker (genai.types.ragretrievalconfigranking attribute)":[[0,"genai.types.RagRetrievalConfigRanking.llm_ranker",false]],"llm_ranker (genai.types.ragretrievalconfigrankingdict attribute)":[[0,"genai.types.RagRetrievalConfigRankingDict.llm_ranker",false]],"llmbasedmetricspecdict (class in genai.types)":[[0,"genai.types.LLMBasedMetricSpecDict",false]],"location (genai.client.client attribute)":[[0,"genai.client.Client.location",false]],"lock_additional_fields (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.lock_additional_fields",false]],"lock_additional_fields (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.lock_additional_fields",false]],"log_probability (genai.types.logprobsresultcandidate attribute)":[[0,"genai.types.LogprobsResultCandidate.log_probability",false]],"log_probability (genai.types.logprobsresultcandidatedict attribute)":[[0,"genai.types.LogprobsResultCandidateDict.log_probability",false]],"log_probability_sum (genai.types.logprobsresult attribute)":[[0,"genai.types.LogprobsResult.log_probability_sum",false]],"log_probability_sum (genai.types.logprobsresultdict attribute)":[[0,"genai.types.LogprobsResultDict.log_probability_sum",false]],"logprobs (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.logprobs",false]],"logprobs (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.logprobs",false]],"logprobs (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.logprobs",false]],"logprobs (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.logprobs",false]],"logprobs_result (genai.types.candidate attribute)":[[0,"genai.types.Candidate.logprobs_result",false]],"logprobs_result (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.logprobs_result",false]],"logprobsresultcandidatedict (class in genai.types)":[[0,"genai.types.LogprobsResultCandidateDict",false]],"logprobsresultdict (class in genai.types)":[[0,"genai.types.LogprobsResultDict",false]],"logprobsresulttopcandidatesdict (class in genai.types)":[[0,"genai.types.LogprobsResultTopCandidatesDict",false]],"longitude (genai.types.latlng attribute)":[[0,"genai.types.LatLng.longitude",false]],"longitude (genai.types.latlngdict attribute)":[[0,"genai.types.LatLngDict.longitude",false]],"lossless (genai.types.videocompressionquality attribute)":[[0,"genai.types.VideoCompressionQuality.LOSSLESS",false]],"low (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.LOW",false]],"low (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.LOW",false]],"malformed_function_call (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.MALFORMED_FUNCTION_CALL",false]],"malformed_function_call (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.MALFORMED_FUNCTION_CALL",false]],"manual_mode (genai.types.generationconfigroutingconfig attribute)":[[0,"genai.types.GenerationConfigRoutingConfig.manual_mode",false]],"manual_mode (genai.types.generationconfigroutingconfigdict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigDict.manual_mode",false]],"maps (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.maps",false]],"maps (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.maps",false]],"mask (genai.types.generatedimagemask attribute)":[[0,"genai.types.GeneratedImageMask.mask",false]],"mask (genai.types.generatedimagemaskdict attribute)":[[0,"genai.types.GeneratedImageMaskDict.mask",false]],"mask (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.mask",false]],"mask (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.mask",false]],"mask_dilation (genai.types.maskreferenceconfig attribute)":[[0,"genai.types.MaskReferenceConfig.mask_dilation",false]],"mask_dilation (genai.types.maskreferenceconfigdict attribute)":[[0,"genai.types.MaskReferenceConfigDict.mask_dilation",false]],"mask_dilation (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.mask_dilation",false]],"mask_dilation (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.mask_dilation",false]],"mask_image_config (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.mask_image_config",false]],"mask_mode (genai.types.maskreferenceconfig attribute)":[[0,"genai.types.MaskReferenceConfig.mask_mode",false]],"mask_mode (genai.types.maskreferenceconfigdict attribute)":[[0,"genai.types.MaskReferenceConfigDict.mask_mode",false]],"mask_mode (genai.types.videogenerationmask attribute)":[[0,"genai.types.VideoGenerationMask.mask_mode",false]],"mask_mode (genai.types.videogenerationmaskdict attribute)":[[0,"genai.types.VideoGenerationMaskDict.mask_mode",false]],"mask_mode_background (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_BACKGROUND",false]],"mask_mode_default (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_DEFAULT",false]],"mask_mode_foreground (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_FOREGROUND",false]],"mask_mode_semantic (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_SEMANTIC",false]],"mask_mode_user_provided (genai.types.maskreferencemode attribute)":[[0,"genai.types.MaskReferenceMode.MASK_MODE_USER_PROVIDED",false]],"maskreferenceconfigdict (class in genai.types)":[[0,"genai.types.MaskReferenceConfigDict",false]],"maskreferenceimagedict (class in genai.types)":[[0,"genai.types.MaskReferenceImageDict",false]],"maskreferencemode (class in genai.types)":[[0,"genai.types.MaskReferenceMode",false]],"match_operation (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression.match_operation",false]],"match_operation (genai.types.reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict.match_operation",false]],"match_operation_unspecified (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.MATCH_OPERATION_UNSPECIFIED",false]],"matchoperation (class in genai.types)":[[0,"genai.types.MatchOperation",false]],"max (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.max",false]],"max (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.max",false]],"max (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.max",false]],"max (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.max",false]],"max_delay (genai.types.httpretryoptions attribute)":[[0,"genai.types.HttpRetryOptions.max_delay",false]],"max_delay (genai.types.httpretryoptionsdict attribute)":[[0,"genai.types.HttpRetryOptionsDict.max_delay",false]],"max_items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.max_items",false]],"max_items (genai.types.schema attribute)":[[0,"genai.types.Schema.max_items",false]],"max_items (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.max_items",false]],"max_length (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.max_length",false]],"max_length (genai.types.schema attribute)":[[0,"genai.types.Schema.max_length",false]],"max_length (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.max_length",false]],"max_output_tokens (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.max_output_tokens",false]],"max_output_tokens (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.max_output_tokens",false]],"max_output_tokens (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.max_output_tokens",false]],"max_output_tokens (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.max_output_tokens",false]],"max_output_tokens (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.max_output_tokens",false]],"max_output_tokens (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.max_output_tokens",false]],"max_output_tokens (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.max_output_tokens",false]],"max_overlap_tokens (genai.types.whitespaceconfig attribute)":[[0,"genai.types.WhiteSpaceConfig.max_overlap_tokens",false]],"max_overlap_tokens (genai.types.whitespaceconfigdict attribute)":[[0,"genai.types.WhiteSpaceConfigDict.max_overlap_tokens",false]],"max_predictions (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.max_predictions",false]],"max_predictions (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.max_predictions",false]],"max_properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.max_properties",false]],"max_properties (genai.types.schema attribute)":[[0,"genai.types.Schema.max_properties",false]],"max_properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.max_properties",false]],"max_regeneration_reached (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.MAX_REGENERATION_REACHED",false]],"max_results (genai.types.vertexaisearch attribute)":[[0,"genai.types.VertexAISearch.max_results",false]],"max_results (genai.types.vertexaisearchdict attribute)":[[0,"genai.types.VertexAISearchDict.max_results",false]],"max_temperature (genai.types.model attribute)":[[0,"genai.types.Model.max_temperature",false]],"max_temperature (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.max_temperature",false]],"max_tokens (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.MAX_TOKENS",false]],"max_tokens_per_chunk (genai.types.whitespaceconfig attribute)":[[0,"genai.types.WhiteSpaceConfig.max_tokens_per_chunk",false]],"max_tokens_per_chunk (genai.types.whitespaceconfigdict attribute)":[[0,"genai.types.WhiteSpaceConfigDict.max_tokens_per_chunk",false]],"maximum (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MAXIMUM",false]],"maximum (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.maximum",false]],"maximum (genai.types.schema attribute)":[[0,"genai.types.Schema.maximum",false]],"maximum (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.maximum",false]],"maximum_remote_calls (genai.types.automaticfunctioncallingconfig attribute)":[[0,"genai.types.AutomaticFunctionCallingConfig.maximum_remote_calls",false]],"maximum_remote_calls (genai.types.automaticfunctioncallingconfigdict attribute)":[[0,"genai.types.AutomaticFunctionCallingConfigDict.maximum_remote_calls",false]],"mcp_servers (genai.types.tool attribute)":[[0,"genai.types.Tool.mcp_servers",false]],"mcp_servers (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.mcp_servers",false]],"mcpserverdict (class in genai.types)":[[0,"genai.types.McpServerDict",false]],"mean (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.mean",false]],"mean (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.mean",false]],"mean (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.mean",false]],"mean (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.mean",false]],"media (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.media",false]],"media (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.media",false]],"media_chunks (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.media_chunks",false]],"media_chunks (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.media_chunks",false]],"media_id (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.media_id",false]],"media_id (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.media_id",false]],"media_processing (genai.types.part attribute)":[[0,"genai.types.Part.media_processing",false]],"media_processing (genai.types.partdict attribute)":[[0,"genai.types.PartDict.media_processing",false]],"media_processing (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.MEDIA_PROCESSING",false]],"media_processing_unspecified (genai.types.mediaprocessing attribute)":[[0,"genai.types.MediaProcessing.MEDIA_PROCESSING_UNSPECIFIED",false]],"media_resolution (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.media_resolution",false]],"media_resolution (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.media_resolution",false]],"media_resolution (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.media_resolution",false]],"media_resolution (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.media_resolution",false]],"media_resolution (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.media_resolution",false]],"media_resolution (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.media_resolution",false]],"media_resolution (genai.types.part attribute)":[[0,"genai.types.Part.media_resolution",false]],"media_resolution (genai.types.partdict attribute)":[[0,"genai.types.PartDict.media_resolution",false]],"media_resolution_high (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_HIGH",false]],"media_resolution_high (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_HIGH",false]],"media_resolution_low (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_LOW",false]],"media_resolution_low (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_LOW",false]],"media_resolution_medium (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_MEDIUM",false]],"media_resolution_medium (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_MEDIUM",false]],"media_resolution_ultra_high (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_ULTRA_HIGH",false]],"media_resolution_unspecified (genai.types.mediaresolution attribute)":[[0,"genai.types.MediaResolution.MEDIA_RESOLUTION_UNSPECIFIED",false]],"media_resolution_unspecified (genai.types.partmediaresolutionlevel attribute)":[[0,"genai.types.PartMediaResolutionLevel.MEDIA_RESOLUTION_UNSPECIFIED",false]],"mediamodality (class in genai.types)":[[0,"genai.types.MediaModality",false]],"median (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MEDIAN",false]],"median (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.median",false]],"median (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.median",false]],"median (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.median",false]],"median (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.median",false]],"mediaprocessing (class in genai.types)":[[0,"genai.types.MediaProcessing",false]],"mediaresolution (class in genai.types)":[[0,"genai.types.MediaResolution",false]],"medium (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.MEDIUM",false]],"medium (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.MEDIUM",false]],"message (genai.types.filestatus attribute)":[[0,"genai.types.FileStatus.message",false]],"message (genai.types.filestatusdict attribute)":[[0,"genai.types.FileStatusDict.message",false]],"message (genai.types.googlerpcstatus attribute)":[[0,"genai.types.GoogleRpcStatus.message",false]],"message (genai.types.googlerpcstatusdict attribute)":[[0,"genai.types.GoogleRpcStatusDict.message",false]],"message (genai.types.joberror attribute)":[[0,"genai.types.JobError.message",false]],"message (genai.types.joberrordict attribute)":[[0,"genai.types.JobErrorDict.message",false]],"message (genai.types.modelstatus attribute)":[[0,"genai.types.ModelStatus.message",false]],"message (genai.types.modelstatusdict attribute)":[[0,"genai.types.ModelStatusDict.message",false]],"metadata (genai.types.embedcontentresponse attribute)":[[0,"genai.types.EmbedContentResponse.metadata",false]],"metadata (genai.types.embedcontentresponsedict attribute)":[[0,"genai.types.EmbedContentResponseDict.metadata",false]],"metadata (genai.types.inlinedembedcontentresponse attribute)":[[0,"genai.types.InlinedEmbedContentResponse.metadata",false]],"metadata (genai.types.inlinedembedcontentresponsedict attribute)":[[0,"genai.types.InlinedEmbedContentResponseDict.metadata",false]],"metadata (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.metadata",false]],"metadata (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.metadata",false]],"metadata (genai.types.inlinedresponse attribute)":[[0,"genai.types.InlinedResponse.metadata",false]],"metadata (genai.types.inlinedresponsedict attribute)":[[0,"genai.types.InlinedResponseDict.metadata",false]],"metadata (genai.types.operation attribute)":[[0,"genai.types.Operation.metadata",false]],"metadata (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.metadata",false]],"metadata (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.metadata",false]],"metadata (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.metadata",false]],"metadata (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.metadata",false]],"metadata_filter (genai.types.filesearch attribute)":[[0,"genai.types.FileSearch.metadata_filter",false]],"metadata_filter (genai.types.filesearchdict attribute)":[[0,"genai.types.FileSearchDict.metadata_filter",false]],"metadata_filter (genai.types.ragretrievalconfigfilter attribute)":[[0,"genai.types.RagRetrievalConfigFilter.metadata_filter",false]],"metadata_filter (genai.types.ragretrievalconfigfilterdict attribute)":[[0,"genai.types.RagRetrievalConfigFilterDict.metadata_filter",false]],"method (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.method",false]],"method (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.method",false]],"method (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.method",false]],"method (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.method",false]],"method (genai.types.safetysetting attribute)":[[0,"genai.types.SafetySetting.method",false]],"method (genai.types.safetysettingdict attribute)":[[0,"genai.types.SafetySettingDict.method",false]],"metric_prompt_template (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.metric_prompt_template",false]],"metric_prompt_template (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.metric_prompt_template",false]],"metric_prompt_template (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.metric_prompt_template",false]],"metric_prompt_template (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.metric_prompt_template",false]],"metric_prompt_template (genai.types.pointwisemetricspec attribute)":[[0,"genai.types.PointwiseMetricSpec.metric_prompt_template",false]],"metric_prompt_template (genai.types.pointwisemetricspecdict attribute)":[[0,"genai.types.PointwiseMetricSpecDict.metric_prompt_template",false]],"metric_spec_name (genai.types.predefinedmetricspec attribute)":[[0,"genai.types.PredefinedMetricSpec.metric_spec_name",false]],"metric_spec_name (genai.types.predefinedmetricspecdict attribute)":[[0,"genai.types.PredefinedMetricSpecDict.metric_spec_name",false]],"metric_spec_parameters (genai.types.predefinedmetricspec attribute)":[[0,"genai.types.PredefinedMetricSpec.metric_spec_parameters",false]],"metric_spec_parameters (genai.types.predefinedmetricspecdict attribute)":[[0,"genai.types.PredefinedMetricSpecDict.metric_spec_parameters",false]],"metricdict (class in genai.types)":[[0,"genai.types.MetricDict",false]],"metrics (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.metrics",false]],"metrics (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.metrics",false]],"mime_type (genai.types.audiochunk attribute)":[[0,"genai.types.AudioChunk.mime_type",false]],"mime_type (genai.types.audiochunkdict attribute)":[[0,"genai.types.AudioChunkDict.mime_type",false]],"mime_type (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.mime_type",false]],"mime_type (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.mime_type",false]],"mime_type (genai.types.blob attribute)":[[0,"genai.types.Blob.mime_type",false]],"mime_type (genai.types.blobdict attribute)":[[0,"genai.types.BlobDict.mime_type",false]],"mime_type (genai.types.document attribute)":[[0,"genai.types.Document.mime_type",false]],"mime_type (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.mime_type",false]],"mime_type (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.mime_type",false]],"mime_type (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.mime_type",false]],"mime_type (genai.types.file attribute)":[[0,"genai.types.File.mime_type",false]],"mime_type (genai.types.filedata attribute)":[[0,"genai.types.FileData.mime_type",false]],"mime_type (genai.types.filedatadict attribute)":[[0,"genai.types.FileDataDict.mime_type",false]],"mime_type (genai.types.filedict attribute)":[[0,"genai.types.FileDict.mime_type",false]],"mime_type (genai.types.functionresponseblob attribute)":[[0,"genai.types.FunctionResponseBlob.mime_type",false]],"mime_type (genai.types.functionresponseblobdict attribute)":[[0,"genai.types.FunctionResponseBlobDict.mime_type",false]],"mime_type (genai.types.functionresponsefiledata attribute)":[[0,"genai.types.FunctionResponseFileData.mime_type",false]],"mime_type (genai.types.functionresponsefiledatadict attribute)":[[0,"genai.types.FunctionResponseFileDataDict.mime_type",false]],"mime_type (genai.types.image attribute)":[[0,"genai.types.Image.mime_type",false]],"mime_type (genai.types.imageconfigimageoutputoptions attribute)":[[0,"genai.types.ImageConfigImageOutputOptions.mime_type",false]],"mime_type (genai.types.imageconfigimageoutputoptionsdict attribute)":[[0,"genai.types.ImageConfigImageOutputOptionsDict.mime_type",false]],"mime_type (genai.types.imagedict attribute)":[[0,"genai.types.ImageDict.mime_type",false]],"mime_type (genai.types.imageresponseformat attribute)":[[0,"genai.types.ImageResponseFormat.mime_type",false]],"mime_type (genai.types.imageresponseformatdict attribute)":[[0,"genai.types.ImageResponseFormatDict.mime_type",false]],"mime_type (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.mime_type",false]],"mime_type (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.mime_type",false]],"mime_type (genai.types.textresponseformat attribute)":[[0,"genai.types.TextResponseFormat.mime_type",false]],"mime_type (genai.types.textresponseformatdict attribute)":[[0,"genai.types.TextResponseFormatDict.mime_type",false]],"mime_type (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.mime_type",false]],"mime_type (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.mime_type",false]],"mime_type (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.mime_type",false]],"mime_type (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.mime_type",false]],"mime_type (genai.types.video attribute)":[[0,"genai.types.Video.mime_type",false]],"mime_type (genai.types.videodict attribute)":[[0,"genai.types.VideoDict.mime_type",false]],"min (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.min",false]],"min (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.min",false]],"min (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.min",false]],"min (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.min",false]],"min_items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.min_items",false]],"min_items (genai.types.schema attribute)":[[0,"genai.types.Schema.min_items",false]],"min_items (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.min_items",false]],"min_length (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.min_length",false]],"min_length (genai.types.schema attribute)":[[0,"genai.types.Schema.min_length",false]],"min_length (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.min_length",false]],"min_properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.min_properties",false]],"min_properties (genai.types.schema attribute)":[[0,"genai.types.Schema.min_properties",false]],"min_properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.min_properties",false]],"minimal (genai.types.reinforcementtuningthinkinglevel attribute)":[[0,"genai.types.ReinforcementTuningThinkingLevel.MINIMAL",false]],"minimal (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.MINIMAL",false]],"minimum (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MINIMUM",false]],"minimum (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.minimum",false]],"minimum (genai.types.schema attribute)":[[0,"genai.types.Schema.minimum",false]],"minimum (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.minimum",false]],"modality (class in genai.types)":[[0,"genai.types.Modality",false]],"modality (genai.types.modalitytokencount attribute)":[[0,"genai.types.ModalityTokenCount.modality",false]],"modality (genai.types.modalitytokencountdict attribute)":[[0,"genai.types.ModalityTokenCountDict.modality",false]],"modality_unspecified (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.MODALITY_UNSPECIFIED",false]],"modality_unspecified (genai.types.modality attribute)":[[0,"genai.types.Modality.MODALITY_UNSPECIFIED",false]],"modalitytokencountdict (class in genai.types)":[[0,"genai.types.ModalityTokenCountDict",false]],"mode (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.MODE",false]],"mode (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.mode",false]],"mode (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.mode",false]],"mode (genai.types.dynamicretrievalconfig attribute)":[[0,"genai.types.DynamicRetrievalConfig.mode",false]],"mode (genai.types.dynamicretrievalconfigdict attribute)":[[0,"genai.types.DynamicRetrievalConfigDict.mode",false]],"mode (genai.types.functioncallingconfig attribute)":[[0,"genai.types.FunctionCallingConfig.mode",false]],"mode (genai.types.functioncallingconfigdict attribute)":[[0,"genai.types.FunctionCallingConfigDict.mode",false]],"mode (genai.types.segmentimageconfig attribute)":[[0,"genai.types.SegmentImageConfig.mode",false]],"mode (genai.types.segmentimageconfigdict attribute)":[[0,"genai.types.SegmentImageConfigDict.mode",false]],"mode_dynamic (genai.types.dynamicretrievalconfigmode attribute)":[[0,"genai.types.DynamicRetrievalConfigMode.MODE_DYNAMIC",false]],"mode_unspecified (genai.types.audiotranscriptionconfigmode attribute)":[[0,"genai.types.AudioTranscriptionConfigMode.MODE_UNSPECIFIED",false]],"mode_unspecified (genai.types.dynamicretrievalconfigmode attribute)":[[0,"genai.types.DynamicRetrievalConfigMode.MODE_UNSPECIFIED",false]],"mode_unspecified (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.MODE_UNSPECIFIED",false]],"model (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.model",false]],"model (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.model",false]],"model (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.model",false]],"model (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.model",false]],"model (genai.types.embedcontentparameters attribute)":[[0,"genai.types.EmbedContentParameters.model",false]],"model (genai.types.embedcontentparametersdict attribute)":[[0,"genai.types.EmbedContentParametersDict.model",false]],"model (genai.types.inlinedrequest attribute)":[[0,"genai.types.InlinedRequest.model",false]],"model (genai.types.inlinedrequestdict attribute)":[[0,"genai.types.InlinedRequestDict.model",false]],"model (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.model",false]],"model (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.model",false]],"model (genai.types.liveconnectconstraints attribute)":[[0,"genai.types.LiveConnectConstraints.model",false]],"model (genai.types.liveconnectconstraintsdict attribute)":[[0,"genai.types.LiveConnectConstraintsDict.model",false]],"model (genai.types.liveconnectparameters attribute)":[[0,"genai.types.LiveConnectParameters.model",false]],"model (genai.types.liveconnectparametersdict attribute)":[[0,"genai.types.LiveConnectParametersDict.model",false]],"model (genai.types.livemusicclientsetup attribute)":[[0,"genai.types.LiveMusicClientSetup.model",false]],"model (genai.types.livemusicclientsetupdict attribute)":[[0,"genai.types.LiveMusicClientSetupDict.model",false]],"model (genai.types.livemusicconnectparameters attribute)":[[0,"genai.types.LiveMusicConnectParameters.model",false]],"model (genai.types.livemusicconnectparametersdict attribute)":[[0,"genai.types.LiveMusicConnectParametersDict.model",false]],"model (genai.types.tunedmodel attribute)":[[0,"genai.types.TunedModel.model",false]],"model (genai.types.tunedmodeldict attribute)":[[0,"genai.types.TunedModelDict.model",false]],"model (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.model",false]],"model (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.model",false]],"model_armor (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.MODEL_ARMOR",false]],"model_armor_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.model_armor_config",false]],"model_armor_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.model_armor_config",false]],"model_name (genai.types.generationconfigroutingconfigmanualroutingmode attribute)":[[0,"genai.types.GenerationConfigRoutingConfigManualRoutingMode.model_name",false]],"model_name (genai.types.generationconfigroutingconfigmanualroutingmodedict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigManualRoutingModeDict.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingllmranker attribute)":[[0,"genai.types.RagRetrievalConfigRankingLlmRanker.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingllmrankerdict attribute)":[[0,"genai.types.RagRetrievalConfigRankingLlmRankerDict.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingrankservice attribute)":[[0,"genai.types.RagRetrievalConfigRankingRankService.model_name",false]],"model_name (genai.types.ragretrievalconfigrankingrankservicedict attribute)":[[0,"genai.types.RagRetrievalConfigRankingRankServiceDict.model_name",false]],"model_post_init() (genai.types.image method)":[[0,"genai.types.Image.model_post_init",false]],"model_post_init() (genai.types.metric method)":[[0,"genai.types.Metric.model_post_init",false]],"model_routing_preference (genai.types.generationconfigroutingconfigautoroutingmode attribute)":[[0,"genai.types.GenerationConfigRoutingConfigAutoRoutingMode.model_routing_preference",false]],"model_routing_preference (genai.types.generationconfigroutingconfigautoroutingmodedict attribute)":[[0,"genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict.model_routing_preference",false]],"model_selection_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.model_selection_config",false]],"model_selection_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.model_selection_config",false]],"model_selection_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.model_selection_config",false]],"model_selection_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.model_selection_config",false]],"model_stage (genai.types.modelstatus attribute)":[[0,"genai.types.ModelStatus.model_stage",false]],"model_stage (genai.types.modelstatusdict attribute)":[[0,"genai.types.ModelStatusDict.model_stage",false]],"model_stage_unspecified (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.MODEL_STAGE_UNSPECIFIED",false]],"model_status (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.model_status",false]],"model_status (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.model_status",false]],"model_turn (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.model_turn",false]],"model_turn (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.model_turn",false]],"model_version (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.model_version",false]],"model_version (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.model_version",false]],"modelarmorconfigdict (class in genai.types)":[[0,"genai.types.ModelArmorConfigDict",false]],"modeldict (class in genai.types)":[[0,"genai.types.ModelDict",false]],"models (class in genai.models)":[[0,"genai.models.Models",false]],"models (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.models",false]],"models (genai.client.client property)":[[0,"genai.client.Client.models",false]],"models (genai.types.listmodelsresponse attribute)":[[0,"genai.types.ListModelsResponse.models",false]],"models (genai.types.listmodelsresponsedict attribute)":[[0,"genai.types.ListModelsResponseDict.models",false]],"modelselectionconfigdict (class in genai.types)":[[0,"genai.types.ModelSelectionConfigDict",false]],"modelstage (class in genai.types)":[[0,"genai.types.ModelStage",false]],"modelstatusdict (class in genai.types)":[[0,"genai.types.ModelStatusDict",false]],"module":[[0,"module-genai.client",false],[0,"module-genai.live",false],[0,"module-genai.models",false],[0,"module-genai.tokens",false],[0,"module-genai.tunings",false],[0,"module-genai.types",false]],"month (genai.types.googletypedate attribute)":[[0,"genai.types.GoogleTypeDate.month",false]],"month (genai.types.googletypedatedict attribute)":[[0,"genai.types.GoogleTypeDateDict.month",false]],"multi_speaker_voice_config (genai.types.speechconfig attribute)":[[0,"genai.types.SpeechConfig.multi_speaker_voice_config",false]],"multi_speaker_voice_config (genai.types.speechconfigdict attribute)":[[0,"genai.types.SpeechConfigDict.multi_speaker_voice_config",false]],"multispeakervoiceconfigdict (class in genai.types)":[[0,"genai.types.MultiSpeakerVoiceConfigDict",false]],"music (genai.live.asynclive property)":[[0,"genai.live.AsyncLive.music",false]],"music_generation_config (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.music_generation_config",false]],"music_generation_config (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.music_generation_config",false]],"music_generation_config (genai.types.livemusicsetconfigparameters attribute)":[[0,"genai.types.LiveMusicSetConfigParameters.music_generation_config",false]],"music_generation_config (genai.types.livemusicsetconfigparametersdict attribute)":[[0,"genai.types.LiveMusicSetConfigParametersDict.music_generation_config",false]],"music_generation_config (genai.types.livemusicsourcemetadata attribute)":[[0,"genai.types.LiveMusicSourceMetadata.music_generation_config",false]],"music_generation_config (genai.types.livemusicsourcemetadatadict attribute)":[[0,"genai.types.LiveMusicSourceMetadataDict.music_generation_config",false]],"music_generation_mode (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.music_generation_mode",false]],"music_generation_mode (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.music_generation_mode",false]],"music_generation_mode_unspecified (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.MUSIC_GENERATION_MODE_UNSPECIFIED",false]],"musicgenerationmode (class in genai.types)":[[0,"genai.types.MusicGenerationMode",false]],"mute_bass (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.mute_bass",false]],"mute_bass (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.mute_bass",false]],"mute_drums (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.mute_drums",false]],"mute_drums (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.mute_drums",false]],"name (genai.types.apikeyconfig attribute)":[[0,"genai.types.ApiKeyConfig.name",false]],"name (genai.types.apikeyconfigdict attribute)":[[0,"genai.types.ApiKeyConfigDict.name",false]],"name (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.name",false]],"name (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.name",false]],"name (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.name",false]],"name (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.name",false]],"name (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.name",false]],"name (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.name",false]],"name (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.name",false]],"name (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.name",false]],"name (genai.types.document attribute)":[[0,"genai.types.Document.name",false]],"name (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.name",false]],"name (genai.types.endpoint attribute)":[[0,"genai.types.Endpoint.name",false]],"name (genai.types.endpointdict attribute)":[[0,"genai.types.EndpointDict.name",false]],"name (genai.types.file attribute)":[[0,"genai.types.File.name",false]],"name (genai.types.filedict attribute)":[[0,"genai.types.FileDict.name",false]],"name (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.name",false]],"name (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.name",false]],"name (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.name",false]],"name (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.name",false]],"name (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.name",false]],"name (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.name",false]],"name (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.name",false]],"name (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.name",false]],"name (genai.types.mcpserver attribute)":[[0,"genai.types.McpServer.name",false]],"name (genai.types.mcpserverdict attribute)":[[0,"genai.types.McpServerDict.name",false]],"name (genai.types.metric attribute)":[[0,"genai.types.Metric.name",false]],"name (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.name",false]],"name (genai.types.model attribute)":[[0,"genai.types.Model.name",false]],"name (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.name",false]],"name (genai.types.operation attribute)":[[0,"genai.types.Operation.name",false]],"name (genai.types.projectoperation attribute)":[[0,"genai.types.ProjectOperation.name",false]],"name (genai.types.projectoperationdict attribute)":[[0,"genai.types.ProjectOperationDict.name",false]],"name (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.name",false]],"name (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.name",false]],"name (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.name",false]],"name (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.name",false]],"name (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.name",false]],"name (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.name",false]],"name (genai.types.uploadfileconfig attribute)":[[0,"genai.types.UploadFileConfig.name",false]],"name (genai.types.uploadfileconfigdict attribute)":[[0,"genai.types.UploadFileConfigDict.name",false]],"need_more_input (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.NEED_MORE_INPUT",false]],"negative_prompt (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.negative_prompt",false]],"negative_prompt (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.negative_prompt",false]],"negative_prompt (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.negative_prompt",false]],"negative_prompt (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.negative_prompt",false]],"negative_prompt (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.negative_prompt",false]],"negative_prompt (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.negative_prompt",false]],"negligible (genai.types.harmprobability attribute)":[[0,"genai.types.HarmProbability.NEGLIGIBLE",false]],"new_handle (genai.types.liveserversessionresumptionupdate attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdate.new_handle",false]],"new_handle (genai.types.liveserversessionresumptionupdatedict attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict.new_handle",false]],"new_session_expire_time (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.new_session_expire_time",false]],"new_session_expire_time (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.new_session_expire_time",false]],"new_session_expire_time (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.new_session_expire_time",false]],"new_session_expire_time (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.new_session_expire_time",false]],"next_page_token (genai.types.listbatchjobsresponse attribute)":[[0,"genai.types.ListBatchJobsResponse.next_page_token",false]],"next_page_token (genai.types.listbatchjobsresponsedict attribute)":[[0,"genai.types.ListBatchJobsResponseDict.next_page_token",false]],"next_page_token (genai.types.listcachedcontentsresponse attribute)":[[0,"genai.types.ListCachedContentsResponse.next_page_token",false]],"next_page_token (genai.types.listcachedcontentsresponsedict attribute)":[[0,"genai.types.ListCachedContentsResponseDict.next_page_token",false]],"next_page_token (genai.types.listdocumentsresponse attribute)":[[0,"genai.types.ListDocumentsResponse.next_page_token",false]],"next_page_token (genai.types.listdocumentsresponsedict attribute)":[[0,"genai.types.ListDocumentsResponseDict.next_page_token",false]],"next_page_token (genai.types.listfilesearchstoresresponse attribute)":[[0,"genai.types.ListFileSearchStoresResponse.next_page_token",false]],"next_page_token (genai.types.listfilesearchstoresresponsedict attribute)":[[0,"genai.types.ListFileSearchStoresResponseDict.next_page_token",false]],"next_page_token (genai.types.listfilesresponse attribute)":[[0,"genai.types.ListFilesResponse.next_page_token",false]],"next_page_token (genai.types.listfilesresponsedict attribute)":[[0,"genai.types.ListFilesResponseDict.next_page_token",false]],"next_page_token (genai.types.listmodelsresponse attribute)":[[0,"genai.types.ListModelsResponse.next_page_token",false]],"next_page_token (genai.types.listmodelsresponsedict attribute)":[[0,"genai.types.ListModelsResponseDict.next_page_token",false]],"next_page_token (genai.types.listtuningjobsresponse attribute)":[[0,"genai.types.ListTuningJobsResponse.next_page_token",false]],"next_page_token (genai.types.listtuningjobsresponsedict attribute)":[[0,"genai.types.ListTuningJobsResponseDict.next_page_token",false]],"nl_question_answer (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.NL_QUESTION_ANSWER",false]],"no_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.NO_AUTH",false]],"no_image (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.NO_IMAGE",false]],"no_interruption (genai.types.activityhandling attribute)":[[0,"genai.types.ActivityHandling.NO_INTERRUPTION",false]],"non_blocking (genai.types.behavior attribute)":[[0,"genai.types.Behavior.NON_BLOCKING",false]],"none (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.NONE",false]],"null (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.NULL",false]],"null (genai.types.type attribute)":[[0,"genai.types.Type.NULL",false]],"null_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.null_value",false]],"null_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.null_value",false]],"nullable (genai.types.schema attribute)":[[0,"genai.types.Schema.nullable",false]],"nullable (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.nullable",false]],"num_hits (genai.types.externalapielasticsearchparams attribute)":[[0,"genai.types.ExternalApiElasticSearchParams.num_hits",false]],"num_hits (genai.types.externalapielasticsearchparamsdict attribute)":[[0,"genai.types.ExternalApiElasticSearchParamsDict.num_hits",false]],"num_tokens (genai.types.partmediaresolution attribute)":[[0,"genai.types.PartMediaResolution.num_tokens",false]],"num_tokens (genai.types.partmediaresolutiondict attribute)":[[0,"genai.types.PartMediaResolutionDict.num_tokens",false]],"number (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.NUMBER",false]],"number (genai.types.type attribute)":[[0,"genai.types.Type.NUMBER",false]],"number_of_images (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.number_of_images",false]],"number_of_images (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.number_of_images",false]],"number_of_images (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.number_of_images",false]],"number_of_images (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.number_of_images",false]],"number_of_images (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.number_of_images",false]],"number_of_images (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.number_of_images",false]],"number_of_videos (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.number_of_videos",false]],"number_of_videos (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.number_of_videos",false]],"number_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.number_value",false]],"number_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.number_value",false]],"numeric_value (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.numeric_value",false]],"numeric_value (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.numeric_value",false]],"numeric_value (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.numeric_value",false]],"numeric_value (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.numeric_value",false]],"oauth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.OAUTH",false]],"oauth_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.oauth_config",false]],"oauth_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.oauth_config",false]],"object (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.OBJECT",false]],"object (genai.types.type attribute)":[[0,"genai.types.Type.OBJECT",false]],"off (genai.types.harmblockthreshold attribute)":[[0,"genai.types.HarmBlockThreshold.OFF",false]],"oidc_auth (genai.types.authtype attribute)":[[0,"genai.types.AuthType.OIDC_AUTH",false]],"oidc_config (genai.types.authconfig attribute)":[[0,"genai.types.AuthConfig.oidc_config",false]],"oidc_config (genai.types.authconfigdict attribute)":[[0,"genai.types.AuthConfigDict.oidc_config",false]],"on_demand (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND",false]],"on_demand_flex (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND_FLEX",false]],"on_demand_offpeak (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND_OFFPEAK",false]],"on_demand_priority (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.ON_DEMAND_PRIORITY",false]],"one_of (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.one_of",false]],"only_bass_and_drums (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.only_bass_and_drums",false]],"only_bass_and_drums (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.only_bass_and_drums",false]],"operation (class in genai.types)":[[0,"genai.types.Operation",false]],"operation_name (genai.types.evaluatedatasetrun attribute)":[[0,"genai.types.EvaluateDatasetRun.operation_name",false]],"operation_name (genai.types.evaluatedatasetrundict attribute)":[[0,"genai.types.EvaluateDatasetRunDict.operation_name",false]],"operations (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.operations",false]],"operations (genai.client.client property)":[[0,"genai.client.Client.operations",false]],"optimized (genai.types.videocompressionquality attribute)":[[0,"genai.types.VideoCompressionQuality.OPTIMIZED",false]],"other (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.OTHER",false]],"other (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.OTHER",false]],"outcome (class in genai.types)":[[0,"genai.types.Outcome",false]],"outcome (genai.types.codeexecutionresult attribute)":[[0,"genai.types.CodeExecutionResult.outcome",false]],"outcome (genai.types.codeexecutionresultdict attribute)":[[0,"genai.types.CodeExecutionResultDict.outcome",false]],"outcome_deadline_exceeded (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_DEADLINE_EXCEEDED",false]],"outcome_failed (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_FAILED",false]],"outcome_ok (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_OK",false]],"outcome_unspecified (genai.types.outcome attribute)":[[0,"genai.types.Outcome.OUTCOME_UNSPECIFIED",false]],"outpaint (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.OUTPAINT",false]],"output (genai.types.codeexecutionresult attribute)":[[0,"genai.types.CodeExecutionResult.output",false]],"output (genai.types.codeexecutionresultdict attribute)":[[0,"genai.types.CodeExecutionResultDict.output",false]],"output (genai.types.tuningexample attribute)":[[0,"genai.types.TuningExample.output",false]],"output (genai.types.tuningexampledict attribute)":[[0,"genai.types.TuningExampleDict.output",false]],"output_audio_transcription (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.output_audio_transcription",false]],"output_audio_transcription (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.output_audio_transcription",false]],"output_audio_transcription (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.output_audio_transcription",false]],"output_audio_transcription (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.output_audio_transcription",false]],"output_compression_quality (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.output_compression_quality",false]],"output_compression_quality (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.output_compression_quality",false]],"output_compression_quality (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.output_compression_quality",false]],"output_compression_quality (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.output_compression_quality",false]],"output_config (genai.types.evaluationconfig attribute)":[[0,"genai.types.EvaluationConfig.output_config",false]],"output_config (genai.types.evaluationconfigdict attribute)":[[0,"genai.types.EvaluationConfigDict.output_config",false]],"output_dimensionality (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.output_dimensionality",false]],"output_dimensionality (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.output_dimensionality",false]],"output_gcs_uri (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.output_gcs_uri",false]],"output_gcs_uri (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.output_gcs_uri",false]],"output_gcs_uri (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.output_gcs_uri",false]],"output_image_ip_prohibited (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.OUTPUT_IMAGE_IP_PROHIBITED",false]],"output_info (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.output_info",false]],"output_info (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.output_info",false]],"output_info (genai.types.evaluatedatasetresponse attribute)":[[0,"genai.types.EvaluateDatasetResponse.output_info",false]],"output_info (genai.types.evaluatedatasetresponsedict attribute)":[[0,"genai.types.EvaluateDatasetResponseDict.output_info",false]],"output_mime_type (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.output_mime_type",false]],"output_mime_type (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.output_mime_type",false]],"output_mime_type (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.output_mime_type",false]],"output_mime_type (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.output_mime_type",false]],"output_mime_type (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.output_mime_type",false]],"output_mime_type (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.output_mime_type",false]],"output_mime_type (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.output_mime_type",false]],"output_mime_type (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.output_mime_type",false]],"output_mime_type (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.output_mime_type",false]],"output_mime_type (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.output_mime_type",false]],"output_token_limit (genai.types.model attribute)":[[0,"genai.types.Model.output_token_limit",false]],"output_token_limit (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.output_token_limit",false]],"output_transcription (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.output_transcription",false]],"output_transcription (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.output_transcription",false]],"output_uri (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.output_uri",false]],"output_uri (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.output_uri",false]],"output_uri (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.output_uri",false]],"output_uri (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.output_uri",false]],"output_uri_prefix (genai.types.gcsdestination attribute)":[[0,"genai.types.GcsDestination.output_uri_prefix",false]],"output_uri_prefix (genai.types.gcsdestinationdict attribute)":[[0,"genai.types.GcsDestinationDict.output_uri_prefix",false]],"outputconfigdict (class in genai.types)":[[0,"genai.types.OutputConfigDict",false]],"outputinfodict (class in genai.types)":[[0,"genai.types.OutputInfoDict",false]],"overall_reward (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.overall_reward",false]],"overall_reward (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.overall_reward",false]],"override_replay_id (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.override_replay_id",false]],"override_replay_id (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.override_replay_id",false]],"overwritten_threshold (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.overwritten_threshold",false]],"overwritten_threshold (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.overwritten_threshold",false]],"p5 (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.p5",false]],"p5 (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.p5",false]],"p5 (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.p5",false]],"p5 (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.p5",false]],"p95 (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.p95",false]],"p95 (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.p95",false]],"p95 (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.p95",false]],"p95 (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.p95",false]],"pad (genai.types.imageresizemode attribute)":[[0,"genai.types.ImageResizeMode.PAD",false]],"page_number (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.page_number",false]],"page_number (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.page_number",false]],"page_size (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.page_size",false]],"page_size (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.page_size",false]],"page_size (genai.types.listcachedcontentsconfig attribute)":[[0,"genai.types.ListCachedContentsConfig.page_size",false]],"page_size (genai.types.listcachedcontentsconfigdict attribute)":[[0,"genai.types.ListCachedContentsConfigDict.page_size",false]],"page_size (genai.types.listdocumentsconfig attribute)":[[0,"genai.types.ListDocumentsConfig.page_size",false]],"page_size (genai.types.listdocumentsconfigdict attribute)":[[0,"genai.types.ListDocumentsConfigDict.page_size",false]],"page_size (genai.types.listfilesconfig attribute)":[[0,"genai.types.ListFilesConfig.page_size",false]],"page_size (genai.types.listfilesconfigdict attribute)":[[0,"genai.types.ListFilesConfigDict.page_size",false]],"page_size (genai.types.listfilesearchstoresconfig attribute)":[[0,"genai.types.ListFileSearchStoresConfig.page_size",false]],"page_size (genai.types.listfilesearchstoresconfigdict attribute)":[[0,"genai.types.ListFileSearchStoresConfigDict.page_size",false]],"page_size (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.page_size",false]],"page_size (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.page_size",false]],"page_size (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.page_size",false]],"page_size (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.page_size",false]],"page_span (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.page_span",false]],"page_span (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.page_span",false]],"page_token (genai.types.listbatchjobsconfig attribute)":[[0,"genai.types.ListBatchJobsConfig.page_token",false]],"page_token (genai.types.listbatchjobsconfigdict attribute)":[[0,"genai.types.ListBatchJobsConfigDict.page_token",false]],"page_token (genai.types.listcachedcontentsconfig attribute)":[[0,"genai.types.ListCachedContentsConfig.page_token",false]],"page_token (genai.types.listcachedcontentsconfigdict attribute)":[[0,"genai.types.ListCachedContentsConfigDict.page_token",false]],"page_token (genai.types.listdocumentsconfig attribute)":[[0,"genai.types.ListDocumentsConfig.page_token",false]],"page_token (genai.types.listdocumentsconfigdict attribute)":[[0,"genai.types.ListDocumentsConfigDict.page_token",false]],"page_token (genai.types.listfilesconfig attribute)":[[0,"genai.types.ListFilesConfig.page_token",false]],"page_token (genai.types.listfilesconfigdict attribute)":[[0,"genai.types.ListFilesConfigDict.page_token",false]],"page_token (genai.types.listfilesearchstoresconfig attribute)":[[0,"genai.types.ListFileSearchStoresConfig.page_token",false]],"page_token (genai.types.listfilesearchstoresconfigdict attribute)":[[0,"genai.types.ListFileSearchStoresConfigDict.page_token",false]],"page_token (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.page_token",false]],"page_token (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.page_token",false]],"page_token (genai.types.listtuningjobsconfig attribute)":[[0,"genai.types.ListTuningJobsConfig.page_token",false]],"page_token (genai.types.listtuningjobsconfigdict attribute)":[[0,"genai.types.ListTuningJobsConfigDict.page_token",false]],"pairwise_choice (genai.types.pairwisemetricresult attribute)":[[0,"genai.types.PairwiseMetricResult.pairwise_choice",false]],"pairwise_choice (genai.types.pairwisemetricresultdict attribute)":[[0,"genai.types.PairwiseMetricResultDict.pairwise_choice",false]],"pairwise_choice_unspecified (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.PAIRWISE_CHOICE_UNSPECIFIED",false]],"pairwise_metric_result (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.pairwise_metric_result",false]],"pairwise_metric_result (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.pairwise_metric_result",false]],"pairwisechoice (class in genai.types)":[[0,"genai.types.PairwiseChoice",false]],"pairwisemetricresultdict (class in genai.types)":[[0,"genai.types.PairwiseMetricResultDict",false]],"pairwisemetricspecdict (class in genai.types)":[[0,"genai.types.PairwiseMetricSpecDict",false]],"parallel_ai_search (genai.types.tool attribute)":[[0,"genai.types.Tool.parallel_ai_search",false]],"parallel_ai_search (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.parallel_ai_search",false]],"parameter_names (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.parameter_names",false]],"parameter_names (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.parameter_names",false]],"parameters (genai.types.computationbasedmetricspec attribute)":[[0,"genai.types.ComputationBasedMetricSpec.parameters",false]],"parameters (genai.types.computationbasedmetricspecdict attribute)":[[0,"genai.types.ComputationBasedMetricSpecDict.parameters",false]],"parameters (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.parameters",false]],"parameters (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.parameters",false]],"parameters (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.parameters",false]],"parameters (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.parameters",false]],"parameters_json_schema (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.parameters_json_schema",false]],"parameters_json_schema (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.parameters_json_schema",false]],"parent (genai.types.importfileresponse attribute)":[[0,"genai.types.ImportFileResponse.parent",false]],"parent (genai.types.importfileresponsedict attribute)":[[0,"genai.types.ImportFileResponseDict.parent",false]],"parent (genai.types.uploadtofilesearchstoreresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResponse.parent",false]],"parent (genai.types.uploadtofilesearchstoreresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResponseDict.parent",false]],"parse_and_reduce_fn (genai.types.metric attribute)":[[0,"genai.types.Metric.parse_and_reduce_fn",false]],"parse_and_reduce_fn (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.parse_and_reduce_fn",false]],"parse_response_config (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.parse_response_config",false]],"parse_response_config (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.parse_response_config",false]],"parse_type (genai.types.reinforcementtuningparseresponseconfig attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfig.parse_type",false]],"parse_type (genai.types.reinforcementtuningparseresponseconfigdict attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfigDict.parse_type",false]],"parsed (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.parsed",false]],"parsed_response_conversion_scorer (genai.types.reinforcementtuningautoraterscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorer.parsed_response_conversion_scorer",false]],"parsed_response_conversion_scorer (genai.types.reinforcementtuningautoraterscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict.parsed_response_conversion_scorer",false]],"parsing_function (genai.types.evaluationparserconfigcustomcodeparserconfig attribute)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfig.parsing_function",false]],"parsing_function (genai.types.evaluationparserconfigcustomcodeparserconfigdict attribute)":[[0,"genai.types.EvaluationParserConfigCustomCodeParserConfigDict.parsing_function",false]],"part_index (genai.types.segment attribute)":[[0,"genai.types.Segment.part_index",false]],"part_index (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.part_index",false]],"part_metadata (genai.types.part attribute)":[[0,"genai.types.Part.part_metadata",false]],"part_metadata (genai.types.partdict attribute)":[[0,"genai.types.PartDict.part_metadata",false]],"partdict (class in genai.types)":[[0,"genai.types.PartDict",false]],"partial_args (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.partial_args",false]],"partial_args (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.partial_args",false]],"partial_match (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.PARTIAL_MATCH",false]],"partialargdict (class in genai.types)":[[0,"genai.types.PartialArgDict",false]],"partmediaresolutiondict (class in genai.types)":[[0,"genai.types.PartMediaResolutionDict",false]],"partmediaresolutionlevel (class in genai.types)":[[0,"genai.types.PartMediaResolutionLevel",false]],"partner_model_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.partner_model_tuning_spec",false]],"partner_model_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.partner_model_tuning_spec",false]],"partnermodeltuningspecdict (class in genai.types)":[[0,"genai.types.PartnerModelTuningSpecDict",false]],"parts (genai.types.content attribute)":[[0,"genai.types.Content.parts",false]],"parts (genai.types.contentdict attribute)":[[0,"genai.types.ContentDict.parts",false]],"parts (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.parts",false]],"parts (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.parts",false]],"parts (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.parts",false]],"parts (genai.types.modelcontent attribute)":[[0,"genai.types.ModelContent.parts",false]],"parts (genai.types.usercontent attribute)":[[0,"genai.types.UserContent.parts",false]],"pattern (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.pattern",false]],"pattern (genai.types.schema attribute)":[[0,"genai.types.Schema.pattern",false]],"pattern (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.pattern",false]],"pause (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.PAUSE",false]],"pending_documents_count (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.pending_documents_count",false]],"pending_documents_count (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.pending_documents_count",false]],"percentile_p90 (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.PERCENTILE_P90",false]],"percentile_p95 (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.PERCENTILE_P95",false]],"percentile_p99 (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.PERCENTILE_P99",false]],"person_generation (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.person_generation",false]],"person_generation (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.person_generation",false]],"person_generation (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.person_generation",false]],"person_generation (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.person_generation",false]],"person_generation (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.person_generation",false]],"person_generation (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.person_generation",false]],"person_generation (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.person_generation",false]],"person_generation (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.person_generation",false]],"person_generation (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.person_generation",false]],"person_generation (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.person_generation",false]],"person_generation (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.person_generation",false]],"person_generation (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.person_generation",false]],"person_image (genai.types.recontextimagesource attribute)":[[0,"genai.types.RecontextImageSource.person_image",false]],"person_image (genai.types.recontextimagesourcedict attribute)":[[0,"genai.types.RecontextImageSourceDict.person_image",false]],"persongeneration (class in genai.types)":[[0,"genai.types.PersonGeneration",false]],"phish_block_threshold_unspecified (genai.types.phishblockthreshold attribute)":[[0,"genai.types.PhishBlockThreshold.PHISH_BLOCK_THRESHOLD_UNSPECIFIED",false]],"phishblockthreshold (class in genai.types)":[[0,"genai.types.PhishBlockThreshold",false]],"photo_uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattribution attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.photo_uri",false]],"photo_uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattributiondict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.photo_uri",false]],"ping() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.ping",false]],"ping() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.ping",false]],"pipeline_job (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.pipeline_job",false]],"pipeline_job (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.pipeline_job",false]],"pipeline_root_directory (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.pipeline_root_directory",false]],"pipeline_root_directory (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.pipeline_root_directory",false]],"place_answer_sources (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.place_answer_sources",false]],"place_answer_sources (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.place_answer_sources",false]],"place_id (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.place_id",false]],"place_id (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.place_id",false]],"places (genai.types.googlemapsgroundingtypes attribute)":[[0,"genai.types.GoogleMapsGroundingTypes.places",false]],"places (genai.types.googlemapsgroundingtypesdict attribute)":[[0,"genai.types.GoogleMapsGroundingTypesDict.places",false]],"play (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.PLAY",false]],"playback_control (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.playback_control",false]],"playback_control (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.playback_control",false]],"playback_control_unspecified (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.PLAYBACK_CONTROL_UNSPECIFIED",false]],"pointwise_metric_result (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.pointwise_metric_result",false]],"pointwise_metric_result (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.pointwise_metric_result",false]],"pointwise_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.pointwise_metric_spec",false]],"pointwise_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.pointwise_metric_spec",false]],"pointwisemetricresultdict (class in genai.types)":[[0,"genai.types.PointwiseMetricResultDict",false]],"pointwisemetricspecdict (class in genai.types)":[[0,"genai.types.PointwiseMetricSpecDict",false]],"portrait (genai.types.videoorientation attribute)":[[0,"genai.types.VideoOrientation.PORTRAIT",false]],"positive_prompt_safety_attributes (genai.types.generateimagesresponse attribute)":[[0,"genai.types.GenerateImagesResponse.positive_prompt_safety_attributes",false]],"positive_prompt_safety_attributes (genai.types.generateimagesresponsedict attribute)":[[0,"genai.types.GenerateImagesResponseDict.positive_prompt_safety_attributes",false]],"pre_tuned_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.pre_tuned_model",false]],"pre_tuned_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.pre_tuned_model",false]],"pre_tuned_model_checkpoint_id (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.pre_tuned_model_checkpoint_id",false]],"pre_tuned_model_checkpoint_id (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.pre_tuned_model_checkpoint_id",false]],"prebuilt_voice_config (genai.types.voiceconfig attribute)":[[0,"genai.types.VoiceConfig.prebuilt_voice_config",false]],"prebuilt_voice_config (genai.types.voiceconfigdict attribute)":[[0,"genai.types.VoiceConfigDict.prebuilt_voice_config",false]],"prebuiltvoiceconfigdict (class in genai.types)":[[0,"genai.types.PrebuiltVoiceConfigDict",false]],"predefined_metric_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.predefined_metric_spec",false]],"predefined_metric_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.predefined_metric_spec",false]],"predefined_rubric_generation_spec (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.predefined_rubric_generation_spec",false]],"predefined_rubric_generation_spec (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.predefined_rubric_generation_spec",false]],"predefinedmetricspecdict (class in genai.types)":[[0,"genai.types.PredefinedMetricSpecDict",false]],"predict (genai.types.embeddingapitype attribute)":[[0,"genai.types.EmbeddingApiType.PREDICT",false]],"preference_optimization_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.preference_optimization_data_stats",false]],"preference_optimization_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.preference_optimization_data_stats",false]],"preference_optimization_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.preference_optimization_spec",false]],"preference_optimization_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.preference_optimization_spec",false]],"preference_tuning (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.PREFERENCE_TUNING",false]],"preferenceoptimizationdatastatsdict (class in genai.types)":[[0,"genai.types.PreferenceOptimizationDataStatsDict",false]],"preferenceoptimizationhyperparametersdict (class in genai.types)":[[0,"genai.types.PreferenceOptimizationHyperParametersDict",false]],"preferenceoptimizationspecdict (class in genai.types)":[[0,"genai.types.PreferenceOptimizationSpecDict",false]],"prefix_padding_ms (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.prefix_padding_ms",false]],"prefix_padding_ms (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.prefix_padding_ms",false]],"presence_penalty (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.presence_penalty",false]],"presence_penalty (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.presence_penalty",false]],"presence_penalty (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.presence_penalty",false]],"presence_penalty (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.presence_penalty",false]],"pretunedmodeldict (class in genai.types)":[[0,"genai.types.PreTunedModelDict",false]],"preview (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.PREVIEW",false]],"prioritize_cost (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.PRIORITIZE_COST",false]],"prioritize_quality (genai.types.featureselectionpreference attribute)":[[0,"genai.types.FeatureSelectionPreference.PRIORITIZE_QUALITY",false]],"priority (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.PRIORITY",false]],"proactive_audio (genai.types.proactivityconfig attribute)":[[0,"genai.types.ProactivityConfig.proactive_audio",false]],"proactive_audio (genai.types.proactivityconfigdict attribute)":[[0,"genai.types.ProactivityConfigDict.proactive_audio",false]],"proactivity (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.proactivity",false]],"proactivity (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.proactivity",false]],"proactivity (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.proactivity",false]],"proactivity (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.proactivity",false]],"proactivityconfigdict (class in genai.types)":[[0,"genai.types.ProactivityConfigDict",false]],"probability (genai.types.harmblockmethod attribute)":[[0,"genai.types.HarmBlockMethod.PROBABILITY",false]],"probability (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.probability",false]],"probability (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.probability",false]],"probability_score (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.probability_score",false]],"probability_score (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.probability_score",false]],"processing (genai.types.filestate attribute)":[[0,"genai.types.FileState.PROCESSING",false]],"product_image (genai.types.productimage attribute)":[[0,"genai.types.ProductImage.product_image",false]],"product_image (genai.types.productimagedict attribute)":[[0,"genai.types.ProductImageDict.product_image",false]],"product_images (genai.types.recontextimagesource attribute)":[[0,"genai.types.RecontextImageSource.product_images",false]],"product_images (genai.types.recontextimagesourcedict attribute)":[[0,"genai.types.RecontextImageSourceDict.product_images",false]],"productimagedict (class in genai.types)":[[0,"genai.types.ProductImageDict",false]],"prohibited_content (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.PROHIBITED_CONTENT",false]],"prohibited_content (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.PROHIBITED_CONTENT",false]],"prohibited_input_content (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.PROHIBITED_INPUT_CONTENT",false]],"project (genai.client.client attribute)":[[0,"genai.client.Client.project",false]],"projectoperationdict (class in genai.types)":[[0,"genai.types.ProjectOperationDict",false]],"prominent_people (genai.types.imageconfig attribute)":[[0,"genai.types.ImageConfig.prominent_people",false]],"prominent_people (genai.types.imageconfigdict attribute)":[[0,"genai.types.ImageConfigDict.prominent_people",false]],"prominent_people_unspecified (genai.types.prominentpeople attribute)":[[0,"genai.types.ProminentPeople.PROMINENT_PEOPLE_UNSPECIFIED",false]],"prominentpeople (class in genai.types)":[[0,"genai.types.ProminentPeople",false]],"prompt (genai.types.generatevideossource attribute)":[[0,"genai.types.GenerateVideosSource.prompt",false]],"prompt (genai.types.generatevideossourcedict attribute)":[[0,"genai.types.GenerateVideosSourceDict.prompt",false]],"prompt (genai.types.recontextimagesource attribute)":[[0,"genai.types.RecontextImageSource.prompt",false]],"prompt (genai.types.recontextimagesourcedict attribute)":[[0,"genai.types.RecontextImageSourceDict.prompt",false]],"prompt (genai.types.segmentimagesource attribute)":[[0,"genai.types.SegmentImageSource.prompt",false]],"prompt (genai.types.segmentimagesourcedict attribute)":[[0,"genai.types.SegmentImageSourceDict.prompt",false]],"prompt (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.PROMPT",false]],"prompt_dataset_uri (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.prompt_dataset_uri",false]],"prompt_dataset_uri (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.prompt_dataset_uri",false]],"prompt_dataset_uri (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.prompt_dataset_uri",false]],"prompt_dataset_uri (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.prompt_dataset_uri",false]],"prompt_feedback (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.prompt_feedback",false]],"prompt_feedback (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.prompt_feedback",false]],"prompt_template (genai.types.metric attribute)":[[0,"genai.types.Metric.prompt_template",false]],"prompt_template (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.prompt_template",false]],"prompt_template (genai.types.rubricgenerationspec attribute)":[[0,"genai.types.RubricGenerationSpec.prompt_template",false]],"prompt_template (genai.types.rubricgenerationspecdict attribute)":[[0,"genai.types.RubricGenerationSpecDict.prompt_template",false]],"prompt_template_name (genai.types.modelarmorconfig attribute)":[[0,"genai.types.ModelArmorConfig.prompt_template_name",false]],"prompt_template_name (genai.types.modelarmorconfigdict attribute)":[[0,"genai.types.ModelArmorConfigDict.prompt_template_name",false]],"prompt_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.prompt_token_count",false]],"prompt_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.prompt_token_count",false]],"prompt_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.prompt_token_count",false]],"prompt_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.prompt_token_count",false]],"prompt_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.prompt_tokens_details",false]],"prompt_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.prompt_tokens_details",false]],"prompt_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.prompt_tokens_details",false]],"prompt_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.prompt_tokens_details",false]],"properties (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.properties",false]],"properties (genai.types.schema attribute)":[[0,"genai.types.Schema.properties",false]],"properties (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.properties",false]],"property (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.PROPERTY",false]],"property_ordering (genai.types.schema attribute)":[[0,"genai.types.Schema.property_ordering",false]],"property_ordering (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.property_ordering",false]],"provisioned_throughput (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.PROVISIONED_THROUGHPUT",false]],"pt (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.pt",false]],"publication_date (genai.types.citation attribute)":[[0,"genai.types.Citation.publication_date",false]],"publication_date (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.publication_date",false]],"pubsub_topic (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.pubsub_topic",false]],"pubsub_topic (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.pubsub_topic",false]],"python (genai.types.language attribute)":[[0,"genai.types.Language.PYTHON",false]],"python_code_assertion (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.PYTHON_CODE_ASSERTION",false]],"python_code_snippet (genai.types.reinforcementtuningcodeexecutionrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningCodeExecutionRewardScorer.python_code_snippet",false]],"python_code_snippet (genai.types.reinforcementtuningcodeexecutionrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningCodeExecutionRewardScorerDict.python_code_snippet",false]],"quality (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.QUALITY",false]],"query_base (genai.types.listmodelsconfig attribute)":[[0,"genai.types.ListModelsConfig.query_base",false]],"query_base (genai.types.listmodelsconfigdict attribute)":[[0,"genai.types.ListModelsConfigDict.query_base",false]],"rag_chunk (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.rag_chunk",false]],"rag_chunk (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.rag_chunk",false]],"rag_corpora (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.rag_corpora",false]],"rag_corpora (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.rag_corpora",false]],"rag_corpus (genai.types.vertexragstoreragresource attribute)":[[0,"genai.types.VertexRagStoreRagResource.rag_corpus",false]],"rag_corpus (genai.types.vertexragstoreragresourcedict attribute)":[[0,"genai.types.VertexRagStoreRagResourceDict.rag_corpus",false]],"rag_file_ids (genai.types.vertexragstoreragresource attribute)":[[0,"genai.types.VertexRagStoreRagResource.rag_file_ids",false]],"rag_file_ids (genai.types.vertexragstoreragresourcedict attribute)":[[0,"genai.types.VertexRagStoreRagResourceDict.rag_file_ids",false]],"rag_resources (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.rag_resources",false]],"rag_resources (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.rag_resources",false]],"rag_retrieval_config (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.rag_retrieval_config",false]],"rag_retrieval_config (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.rag_retrieval_config",false]],"ragchunkdict (class in genai.types)":[[0,"genai.types.RagChunkDict",false]],"ragchunkpagespandict (class in genai.types)":[[0,"genai.types.RagChunkPageSpanDict",false]],"ragretrievalconfigdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigDict",false]],"ragretrievalconfigfilterdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigFilterDict",false]],"ragretrievalconfighybridsearchdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigHybridSearchDict",false]],"ragretrievalconfigrankingdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigRankingDict",false]],"ragretrievalconfigrankingllmrankerdict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigRankingLlmRankerDict",false]],"ragretrievalconfigrankingrankservicedict (class in genai.types)":[[0,"genai.types.RagRetrievalConfigRankingRankServiceDict",false]],"rai_filtered_reason (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.rai_filtered_reason",false]],"rai_filtered_reason (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.rai_filtered_reason",false]],"rai_media_filtered_count (genai.types.generatevideosresponse attribute)":[[0,"genai.types.GenerateVideosResponse.rai_media_filtered_count",false]],"rai_media_filtered_count (genai.types.generatevideosresponsedict attribute)":[[0,"genai.types.GenerateVideosResponseDict.rai_media_filtered_count",false]],"rai_media_filtered_reasons (genai.types.generatevideosresponse attribute)":[[0,"genai.types.GenerateVideosResponse.rai_media_filtered_reasons",false]],"rai_media_filtered_reasons (genai.types.generatevideosresponsedict attribute)":[[0,"genai.types.GenerateVideosResponseDict.rai_media_filtered_reasons",false]],"rank_service (genai.types.ragretrievalconfigranking attribute)":[[0,"genai.types.RagRetrievalConfigRanking.rank_service",false]],"rank_service (genai.types.ragretrievalconfigrankingdict attribute)":[[0,"genai.types.RagRetrievalConfigRankingDict.rank_service",false]],"ranking (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.ranking",false]],"ranking (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.ranking",false]],"raw_output (genai.types.rawoutput attribute)":[[0,"genai.types.RawOutput.raw_output",false]],"raw_output (genai.types.rawoutputdict attribute)":[[0,"genai.types.RawOutputDict.raw_output",false]],"raw_outputs (genai.types.customoutput attribute)":[[0,"genai.types.CustomOutput.raw_outputs",false]],"raw_outputs (genai.types.customoutputdict attribute)":[[0,"genai.types.CustomOutputDict.raw_outputs",false]],"rawoutputdict (class in genai.types)":[[0,"genai.types.RawOutputDict",false]],"rawreferenceimagedict (class in genai.types)":[[0,"genai.types.RawReferenceImageDict",false]],"realtime_input (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.realtime_input",false]],"realtime_input (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.realtime_input",false]],"realtime_input_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.realtime_input_config",false]],"realtime_input_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.realtime_input_config",false]],"realtimeinputconfigdict (class in genai.types)":[[0,"genai.types.RealtimeInputConfigDict",false]],"receive() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.receive",false]],"recitation (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.RECITATION",false]],"recontext_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.recontext_image",false]],"recontext_image() (genai.models.models method)":[[0,"genai.models.Models.recontext_image",false]],"recontextimageconfigdict (class in genai.types)":[[0,"genai.types.RecontextImageConfigDict",false]],"recontextimageresponsedict (class in genai.types)":[[0,"genai.types.RecontextImageResponseDict",false]],"recontextimagesourcedict (class in genai.types)":[[0,"genai.types.RecontextImageSourceDict",false]],"ref (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.ref",false]],"ref (genai.types.schema attribute)":[[0,"genai.types.Schema.ref",false]],"ref (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.ref",false]],"reference_id (genai.types.contentreferenceimage attribute)":[[0,"genai.types.ContentReferenceImage.reference_id",false]],"reference_id (genai.types.contentreferenceimagedict attribute)":[[0,"genai.types.ContentReferenceImageDict.reference_id",false]],"reference_id (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.reference_id",false]],"reference_id (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.reference_id",false]],"reference_id (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.reference_id",false]],"reference_id (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.reference_id",false]],"reference_id (genai.types.rawreferenceimage attribute)":[[0,"genai.types.RawReferenceImage.reference_id",false]],"reference_id (genai.types.rawreferenceimagedict attribute)":[[0,"genai.types.RawReferenceImageDict.reference_id",false]],"reference_id (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.reference_id",false]],"reference_id (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.reference_id",false]],"reference_id (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.reference_id",false]],"reference_id (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.reference_id",false]],"reference_image (genai.types.contentreferenceimage attribute)":[[0,"genai.types.ContentReferenceImage.reference_image",false]],"reference_image (genai.types.contentreferenceimagedict attribute)":[[0,"genai.types.ContentReferenceImageDict.reference_image",false]],"reference_image (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.reference_image",false]],"reference_image (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.reference_image",false]],"reference_image (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.reference_image",false]],"reference_image (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.reference_image",false]],"reference_image (genai.types.rawreferenceimage attribute)":[[0,"genai.types.RawReferenceImage.reference_image",false]],"reference_image (genai.types.rawreferenceimagedict attribute)":[[0,"genai.types.RawReferenceImageDict.reference_image",false]],"reference_image (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.reference_image",false]],"reference_image (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.reference_image",false]],"reference_image (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.reference_image",false]],"reference_image (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.reference_image",false]],"reference_images (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.reference_images",false]],"reference_images (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.reference_images",false]],"reference_type (genai.types.contentreferenceimage attribute)":[[0,"genai.types.ContentReferenceImage.reference_type",false]],"reference_type (genai.types.contentreferenceimagedict attribute)":[[0,"genai.types.ContentReferenceImageDict.reference_type",false]],"reference_type (genai.types.controlreferenceimage attribute)":[[0,"genai.types.ControlReferenceImage.reference_type",false]],"reference_type (genai.types.controlreferenceimagedict attribute)":[[0,"genai.types.ControlReferenceImageDict.reference_type",false]],"reference_type (genai.types.maskreferenceimage attribute)":[[0,"genai.types.MaskReferenceImage.reference_type",false]],"reference_type (genai.types.maskreferenceimagedict attribute)":[[0,"genai.types.MaskReferenceImageDict.reference_type",false]],"reference_type (genai.types.rawreferenceimage attribute)":[[0,"genai.types.RawReferenceImage.reference_type",false]],"reference_type (genai.types.rawreferenceimagedict attribute)":[[0,"genai.types.RawReferenceImageDict.reference_type",false]],"reference_type (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.reference_type",false]],"reference_type (genai.types.stylereferenceimagedict attribute)":[[0,"genai.types.StyleReferenceImageDict.reference_type",false]],"reference_type (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.reference_type",false]],"reference_type (genai.types.subjectreferenceimagedict attribute)":[[0,"genai.types.SubjectReferenceImageDict.reference_type",false]],"reference_type (genai.types.videogenerationreferenceimage attribute)":[[0,"genai.types.VideoGenerationReferenceImage.reference_type",false]],"reference_type (genai.types.videogenerationreferenceimagedict attribute)":[[0,"genai.types.VideoGenerationReferenceImageDict.reference_type",false]],"references (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.references",false]],"references (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.references",false]],"regex_contains (genai.types.matchoperation attribute)":[[0,"genai.types.MatchOperation.REGEX_CONTAINS",false]],"regex_extract (genai.types.responseparsetype attribute)":[[0,"genai.types.ResponseParseType.REGEX_EXTRACT",false]],"regex_extract_expression (genai.types.reinforcementtuningparseresponseconfig attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfig.regex_extract_expression",false]],"regex_extract_expression (genai.types.reinforcementtuningparseresponseconfigdict attribute)":[[0,"genai.types.ReinforcementTuningParseResponseConfigDict.regex_extract_expression",false]],"registered (genai.types.filesource attribute)":[[0,"genai.types.FileSource.REGISTERED",false]],"registerfilesconfigdict (class in genai.types)":[[0,"genai.types.RegisterFilesConfigDict",false]],"registerfilesresponsedict (class in genai.types)":[[0,"genai.types.RegisterFilesResponseDict",false]],"regular (genai.types.tuningspeed attribute)":[[0,"genai.types.TuningSpeed.REGULAR",false]],"reinforcement_tuning (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.REINFORCEMENT_TUNING",false]],"reinforcement_tuning_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.reinforcement_tuning_data_stats",false]],"reinforcement_tuning_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.reinforcement_tuning_data_stats",false]],"reinforcement_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.reinforcement_tuning_spec",false]],"reinforcement_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.reinforcement_tuning_spec",false]],"reinforcement_tuning_thinking_level_unspecified (genai.types.reinforcementtuningthinkinglevel attribute)":[[0,"genai.types.ReinforcementTuningThinkingLevel.REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED",false]],"reinforcement_tuning_user_dataset_examples (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.reinforcement_tuning_user_dataset_examples",false]],"reinforcement_tuning_user_dataset_examples (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.reinforcement_tuning_user_dataset_examples",false]],"reinforcementtuningautoraterscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningAutoraterScorerDict",false]],"reinforcementtuningautoraterscorerexactmatchscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict",false]],"reinforcementtuningautoraterscorerparsedresponseconversionscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict",false]],"reinforcementtuningcloudrunrewardscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningCloudRunRewardScorerDict",false]],"reinforcementtuningcodeexecutionrewardscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningCodeExecutionRewardScorerDict",false]],"reinforcementtuningexampledict (class in genai.types)":[[0,"genai.types.ReinforcementTuningExampleDict",false]],"reinforcementtuninghyperparametersdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningHyperParametersDict",false]],"reinforcementtuningparseresponseconfigdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningParseResponseConfigDict",false]],"reinforcementtuningrewardinfodict (class in genai.types)":[[0,"genai.types.ReinforcementTuningRewardInfoDict",false]],"reinforcementtuningspecdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningSpecDict",false]],"reinforcementtuningstringmatchrewardscorerdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict",false]],"reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict (class in genai.types)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict",false]],"reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict (class in genai.types)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict",false]],"reinforcementtuningthinkinglevel (class in genai.types)":[[0,"genai.types.ReinforcementTuningThinkingLevel",false]],"reinforcementtuninguserdatasetexamplesdict (class in genai.types)":[[0,"genai.types.ReinforcementTuningUserDatasetExamplesDict",false]],"relative_publish_time_description (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.relative_publish_time_description",false]],"relative_publish_time_description (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.relative_publish_time_description",false]],"remove (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.REMOVE",false]],"remove_static (genai.types.videogenerationmaskmode attribute)":[[0,"genai.types.VideoGenerationMaskMode.REMOVE_STATIC",false]],"rendered_content (genai.types.searchentrypoint attribute)":[[0,"genai.types.SearchEntryPoint.rendered_content",false]],"rendered_content (genai.types.searchentrypointdict attribute)":[[0,"genai.types.SearchEntryPointDict.rendered_content",false]],"rendered_parts (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.rendered_parts",false]],"rendered_parts (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.rendered_parts",false]],"replay_id (genai.client.debugconfig attribute)":[[0,"genai.client.DebugConfig.replay_id",false]],"replay_id (genai.types.replayfile attribute)":[[0,"genai.types.ReplayFile.replay_id",false]],"replay_id (genai.types.replayfiledict attribute)":[[0,"genai.types.ReplayFileDict.replay_id",false]],"replayfiledict (class in genai.types)":[[0,"genai.types.ReplayFileDict",false]],"replayinteractiondict (class in genai.types)":[[0,"genai.types.ReplayInteractionDict",false]],"replayrequestdict (class in genai.types)":[[0,"genai.types.ReplayRequestDict",false]],"replayresponsedict (class in genai.types)":[[0,"genai.types.ReplayResponseDict",false]],"replays_directory (genai.client.debugconfig attribute)":[[0,"genai.client.DebugConfig.replays_directory",false]],"replicated_voice_config (genai.types.voiceconfig attribute)":[[0,"genai.types.VoiceConfig.replicated_voice_config",false]],"replicated_voice_config (genai.types.voiceconfigdict attribute)":[[0,"genai.types.VoiceConfigDict.replicated_voice_config",false]],"replicatedvoiceconfigdict (class in genai.types)":[[0,"genai.types.ReplicatedVoiceConfigDict",false]],"request (genai.types.replayinteraction attribute)":[[0,"genai.types.ReplayInteraction.request",false]],"request (genai.types.replayinteractiondict attribute)":[[0,"genai.types.ReplayInteractionDict.request",false]],"required (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.required",false]],"required (genai.types.schema attribute)":[[0,"genai.types.Schema.required",false]],"required (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.required",false]],"requires_action (genai.types.interactionstatus attribute)":[[0,"genai.types.InteractionStatus.REQUIRES_ACTION",false]],"reset_context (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.RESET_CONTEXT",false]],"resize_mode (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.resize_mode",false]],"resize_mode (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.resize_mode",false]],"resolution (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.resolution",false]],"resolution (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.resolution",false]],"resolution (genai.types.videoresponseformat attribute)":[[0,"genai.types.VideoResponseFormat.resolution",false]],"resolution (genai.types.videoresponseformatdict attribute)":[[0,"genai.types.VideoResponseFormatDict.resolution",false]],"resourcescope (class in genai.types)":[[0,"genai.types.ResourceScope",false]],"response (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.response",false]],"response (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.response",false]],"response (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.response",false]],"response (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.response",false]],"response (genai.types.generatevideosoperation attribute)":[[0,"genai.types.GenerateVideosOperation.response",false]],"response (genai.types.importfileoperation attribute)":[[0,"genai.types.ImportFileOperation.response",false]],"response (genai.types.inlinedembedcontentresponse attribute)":[[0,"genai.types.InlinedEmbedContentResponse.response",false]],"response (genai.types.inlinedembedcontentresponsedict attribute)":[[0,"genai.types.InlinedEmbedContentResponseDict.response",false]],"response (genai.types.inlinedresponse attribute)":[[0,"genai.types.InlinedResponse.response",false]],"response (genai.types.inlinedresponsedict attribute)":[[0,"genai.types.InlinedResponseDict.response",false]],"response (genai.types.replayinteraction attribute)":[[0,"genai.types.ReplayInteraction.response",false]],"response (genai.types.replayinteractiondict attribute)":[[0,"genai.types.ReplayInteractionDict.response",false]],"response (genai.types.toolresponse attribute)":[[0,"genai.types.ToolResponse.response",false]],"response (genai.types.toolresponsedict attribute)":[[0,"genai.types.ToolResponseDict.response",false]],"response (genai.types.uploadtofilesearchstoreoperation attribute)":[[0,"genai.types.UploadToFileSearchStoreOperation.response",false]],"response_format (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_format",false]],"response_format (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_format",false]],"response_id (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.response_id",false]],"response_id (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.response_id",false]],"response_json_schema (genai.types.functiondeclaration attribute)":[[0,"genai.types.FunctionDeclaration.response_json_schema",false]],"response_json_schema (genai.types.functiondeclarationdict attribute)":[[0,"genai.types.FunctionDeclarationDict.response_json_schema",false]],"response_json_schema (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_json_schema",false]],"response_json_schema (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_json_schema",false]],"response_json_schema (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_json_schema",false]],"response_json_schema (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_json_schema",false]],"response_logprobs (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_logprobs",false]],"response_logprobs (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_logprobs",false]],"response_logprobs (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_logprobs",false]],"response_logprobs (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_logprobs",false]],"response_mime_type (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_mime_type",false]],"response_mime_type (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_mime_type",false]],"response_mime_type (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_mime_type",false]],"response_mime_type (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_mime_type",false]],"response_modalities (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_modalities",false]],"response_modalities (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_modalities",false]],"response_modalities (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_modalities",false]],"response_modalities (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_modalities",false]],"response_modalities (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.response_modalities",false]],"response_modalities (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.response_modalities",false]],"response_parse_type_unspecified (genai.types.responseparsetype attribute)":[[0,"genai.types.ResponseParseType.RESPONSE_PARSE_TYPE_UNSPECIFIED",false]],"response_rejected (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.RESPONSE_REJECTED",false]],"response_schema (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.response_schema",false]],"response_schema (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.response_schema",false]],"response_schema (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.response_schema",false]],"response_schema (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.response_schema",false]],"response_template_name (genai.types.modelarmorconfig attribute)":[[0,"genai.types.ModelArmorConfig.response_template_name",false]],"response_template_name (genai.types.modelarmorconfigdict attribute)":[[0,"genai.types.ModelArmorConfigDict.response_template_name",false]],"response_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.response_token_count",false]],"response_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.response_token_count",false]],"response_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.response_tokens_details",false]],"response_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.response_tokens_details",false]],"responseformatdict (class in genai.types)":[[0,"genai.types.ResponseFormatDict",false]],"responseparsetype (class in genai.types)":[[0,"genai.types.ResponseParseType",false]],"result (genai.types.generatevideosoperation attribute)":[[0,"genai.types.GenerateVideosOperation.result",false]],"result_parser_config (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.result_parser_config",false]],"result_parser_config (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.result_parser_config",false]],"resumable (genai.types.liveserversessionresumptionupdate attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdate.resumable",false]],"resumable (genai.types.liveserversessionresumptionupdatedict attribute)":[[0,"genai.types.LiveServerSessionResumptionUpdateDict.resumable",false]],"retired (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.RETIRED",false]],"retirement_time (genai.types.modelstatus attribute)":[[0,"genai.types.ModelStatus.retirement_time",false]],"retirement_time (genai.types.modelstatusdict attribute)":[[0,"genai.types.ModelStatusDict.retirement_time",false]],"retrieval (genai.types.tool attribute)":[[0,"genai.types.Tool.retrieval",false]],"retrieval (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.retrieval",false]],"retrieval_config (genai.types.toolconfig attribute)":[[0,"genai.types.ToolConfig.retrieval_config",false]],"retrieval_config (genai.types.toolconfigdict attribute)":[[0,"genai.types.ToolConfigDict.retrieval_config",false]],"retrieval_metadata (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.retrieval_metadata",false]],"retrieval_metadata (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.retrieval_metadata",false]],"retrieval_queries (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.retrieval_queries",false]],"retrieval_queries (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.retrieval_queries",false]],"retrievalconfigdict (class in genai.types)":[[0,"genai.types.RetrievalConfigDict",false]],"retrievaldict (class in genai.types)":[[0,"genai.types.RetrievalDict",false]],"retrievalmetadatadict (class in genai.types)":[[0,"genai.types.RetrievalMetadataDict",false]],"retrieved_context (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.retrieved_context",false]],"retrieved_context (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.retrieved_context",false]],"retrieved_url (genai.types.urlmetadata attribute)":[[0,"genai.types.UrlMetadata.retrieved_url",false]],"retrieved_url (genai.types.urlmetadatadict attribute)":[[0,"genai.types.UrlMetadataDict.retrieved_url",false]],"retry_options (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.retry_options",false]],"retry_options (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.retry_options",false]],"return_raw_output (genai.types.customoutputformatconfig attribute)":[[0,"genai.types.CustomOutputFormatConfig.return_raw_output",false]],"return_raw_output (genai.types.customoutputformatconfigdict attribute)":[[0,"genai.types.CustomOutputFormatConfigDict.return_raw_output",false]],"return_raw_output (genai.types.metric attribute)":[[0,"genai.types.Metric.return_raw_output",false]],"return_raw_output (genai.types.metricdict attribute)":[[0,"genai.types.MetricDict.return_raw_output",false]],"review (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review",false]],"review (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review",false]],"review_id (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.review_id",false]],"review_id (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.review_id",false]],"review_snippet (genai.types.groundingchunkmapsplaceanswersources attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippet",false]],"review_snippet (genai.types.groundingchunkmapsplaceanswersourcesdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippet",false]],"review_snippets (genai.types.groundingchunkmapsplaceanswersources attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSources.review_snippets",false]],"review_snippets (genai.types.groundingchunkmapsplaceanswersourcesdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict.review_snippets",false]],"reward (genai.types.reinforcementtuningrewardinfo attribute)":[[0,"genai.types.ReinforcementTuningRewardInfo.reward",false]],"reward (genai.types.reinforcementtuningrewardinfodict attribute)":[[0,"genai.types.ReinforcementTuningRewardInfoDict.reward",false]],"reward_config (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfig attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.reward_config",false]],"reward_config (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfigdict attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.reward_config",false]],"reward_config (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.reward_config",false]],"reward_config (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.reward_config",false]],"reward_info_details (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.reward_info_details",false]],"reward_info_details (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.reward_info_details",false]],"reward_name (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.reward_name",false]],"reward_name (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.reward_name",false]],"right (genai.types.datasetdistributiondistributionbucket attribute)":[[0,"genai.types.DatasetDistributionDistributionBucket.right",false]],"right (genai.types.datasetdistributiondistributionbucketdict attribute)":[[0,"genai.types.DatasetDistributionDistributionBucketDict.right",false]],"right (genai.types.supervisedtuningdatasetdistributiondatasetbucket attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucket.right",false]],"right (genai.types.supervisedtuningdatasetdistributiondatasetbucketdict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict.right",false]],"role (genai.types.content attribute)":[[0,"genai.types.Content.role",false]],"role (genai.types.contentdict attribute)":[[0,"genai.types.ContentDict.role",false]],"role (genai.types.modelcontent attribute)":[[0,"genai.types.ModelContent.role",false]],"role (genai.types.tokensinfo attribute)":[[0,"genai.types.TokensInfo.role",false]],"role (genai.types.tokensinfodict attribute)":[[0,"genai.types.TokensInfoDict.role",false]],"role (genai.types.usercontent attribute)":[[0,"genai.types.UserContent.role",false]],"rotate_signing_secret() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.rotate_signing_secret",false]],"rotate_signing_secret() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.rotate_signing_secret",false]],"rouge (genai.types.computationbasedmetrictype attribute)":[[0,"genai.types.ComputationBasedMetricType.ROUGE",false]],"rouge_metric_value (genai.types.aggregationresult attribute)":[[0,"genai.types.AggregationResult.rouge_metric_value",false]],"rouge_metric_value (genai.types.aggregationresultdict attribute)":[[0,"genai.types.AggregationResultDict.rouge_metric_value",false]],"rouge_spec (genai.types.unifiedmetric attribute)":[[0,"genai.types.UnifiedMetric.rouge_spec",false]],"rouge_spec (genai.types.unifiedmetricdict attribute)":[[0,"genai.types.UnifiedMetricDict.rouge_spec",false]],"rouge_type (genai.types.rougespec attribute)":[[0,"genai.types.RougeSpec.rouge_type",false]],"rouge_type (genai.types.rougespecdict attribute)":[[0,"genai.types.RougeSpecDict.rouge_type",false]],"rougemetricvaluedict (class in genai.types)":[[0,"genai.types.RougeMetricValueDict",false]],"rougespecdict (class in genai.types)":[[0,"genai.types.RougeSpecDict",false]],"route (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.route",false]],"route (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.route",false]],"routing (genai.types.googlemapsgroundingtypes attribute)":[[0,"genai.types.GoogleMapsGroundingTypes.routing",false]],"routing (genai.types.googlemapsgroundingtypesdict attribute)":[[0,"genai.types.GoogleMapsGroundingTypesDict.routing",false]],"routing_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.routing_config",false]],"routing_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.routing_config",false]],"routing_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.routing_config",false]],"routing_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.routing_config",false]],"rubric_content_type (genai.types.rubricgenerationspec attribute)":[[0,"genai.types.RubricGenerationSpec.rubric_content_type",false]],"rubric_content_type (genai.types.rubricgenerationspecdict attribute)":[[0,"genai.types.RubricGenerationSpecDict.rubric_content_type",false]],"rubric_content_type_unspecified (genai.types.rubriccontenttype attribute)":[[0,"genai.types.RubricContentType.RUBRIC_CONTENT_TYPE_UNSPECIFIED",false]],"rubric_generation_spec (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.rubric_generation_spec",false]],"rubric_generation_spec (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.rubric_generation_spec",false]],"rubric_group_key (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.rubric_group_key",false]],"rubric_group_key (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.rubric_group_key",false]],"rubric_type_ontology (genai.types.rubricgenerationspec attribute)":[[0,"genai.types.RubricGenerationSpec.rubric_type_ontology",false]],"rubric_type_ontology (genai.types.rubricgenerationspecdict attribute)":[[0,"genai.types.RubricGenerationSpecDict.rubric_type_ontology",false]],"rubriccontenttype (class in genai.types)":[[0,"genai.types.RubricContentType",false]],"rubricgenerationspecdict (class in genai.types)":[[0,"genai.types.RubricGenerationSpecDict",false]],"run() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.run",false]],"run() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.run",false]],"safety (genai.types.blockedreason attribute)":[[0,"genai.types.BlockedReason.SAFETY",false]],"safety (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.SAFETY",false]],"safety_attributes (genai.types.generatedimage attribute)":[[0,"genai.types.GeneratedImage.safety_attributes",false]],"safety_attributes (genai.types.generatedimagedict attribute)":[[0,"genai.types.GeneratedImageDict.safety_attributes",false]],"safety_filter_level (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.safety_filter_level",false]],"safety_filter_level (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.safety_filter_level",false]],"safety_filter_level (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.safety_filter_level",false]],"safety_filter_level (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.safety_filter_level",false]],"safety_filter_level (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.safety_filter_level",false]],"safety_filter_level (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.safety_filter_level",false]],"safety_filter_level (genai.types.upscaleimageconfig attribute)":[[0,"genai.types.UpscaleImageConfig.safety_filter_level",false]],"safety_filter_level (genai.types.upscaleimageconfigdict attribute)":[[0,"genai.types.UpscaleImageConfigDict.safety_filter_level",false]],"safety_policy_unspecified (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.SAFETY_POLICY_UNSPECIFIED",false]],"safety_ratings (genai.types.candidate attribute)":[[0,"genai.types.Candidate.safety_ratings",false]],"safety_ratings (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.safety_ratings",false]],"safety_ratings (genai.types.generatecontentresponsepromptfeedback attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedback.safety_ratings",false]],"safety_ratings (genai.types.generatecontentresponsepromptfeedbackdict attribute)":[[0,"genai.types.GenerateContentResponsePromptFeedbackDict.safety_ratings",false]],"safety_settings (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.safety_settings",false]],"safety_settings (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.safety_settings",false]],"safety_settings (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.safety_settings",false]],"safety_settings (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.safety_settings",false]],"safety_settings (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.safety_settings",false]],"safety_settings (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.safety_settings",false]],"safetyattributesdict (class in genai.types)":[[0,"genai.types.SafetyAttributesDict",false]],"safetyfilterlevel (class in genai.types)":[[0,"genai.types.SafetyFilterLevel",false]],"safetypolicy (class in genai.types)":[[0,"genai.types.SafetyPolicy",false]],"safetyratingdict (class in genai.types)":[[0,"genai.types.SafetyRatingDict",false]],"safetysettingdict (class in genai.types)":[[0,"genai.types.SafetySettingDict",false]],"sample_rate (genai.types.audioresponseformat attribute)":[[0,"genai.types.AudioResponseFormat.sample_rate",false]],"sample_rate (genai.types.audioresponseformatdict attribute)":[[0,"genai.types.AudioResponseFormatDict.sample_rate",false]],"samples_per_prompt (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.samples_per_prompt",false]],"samples_per_prompt (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.samples_per_prompt",false]],"samples_per_prompt (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.samples_per_prompt",false]],"samples_per_prompt (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.samples_per_prompt",false]],"sampling_count (genai.types.autoraterconfig attribute)":[[0,"genai.types.AutoraterConfig.sampling_count",false]],"sampling_count (genai.types.autoraterconfigdict attribute)":[[0,"genai.types.AutoraterConfigDict.sampling_count",false]],"save() (genai.types.image method)":[[0,"genai.types.Image.save",false]],"save() (genai.types.video method)":[[0,"genai.types.Video.save",false]],"scale (class in genai.types)":[[0,"genai.types.Scale",false]],"scale (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.scale",false]],"scale (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.scale",false]],"scale_unspecified (genai.types.scale attribute)":[[0,"genai.types.Scale.SCALE_UNSPECIFIED",false]],"scheduling (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.scheduling",false]],"scheduling (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.scheduling",false]],"scheduling_unspecified (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.SCHEDULING_UNSPECIFIED",false]],"schema (genai.types.textresponseformatdict attribute)":[[0,"genai.types.TextResponseFormatDict.schema",false]],"schemadict (class in genai.types)":[[0,"genai.types.SchemaDict",false]],"score (genai.types.bleumetricvalue attribute)":[[0,"genai.types.BleuMetricValue.score",false]],"score (genai.types.bleumetricvaluedict attribute)":[[0,"genai.types.BleuMetricValueDict.score",false]],"score (genai.types.customcodeexecutionresult attribute)":[[0,"genai.types.CustomCodeExecutionResult.score",false]],"score (genai.types.customcodeexecutionresultdict attribute)":[[0,"genai.types.CustomCodeExecutionResultDict.score",false]],"score (genai.types.entitylabel attribute)":[[0,"genai.types.EntityLabel.score",false]],"score (genai.types.entitylabeldict attribute)":[[0,"genai.types.EntityLabelDict.score",false]],"score (genai.types.exactmatchmetricvalue attribute)":[[0,"genai.types.ExactMatchMetricValue.score",false]],"score (genai.types.exactmatchmetricvaluedict attribute)":[[0,"genai.types.ExactMatchMetricValueDict.score",false]],"score (genai.types.geminipreferenceexamplecompletion attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletion.score",false]],"score (genai.types.geminipreferenceexamplecompletiondict attribute)":[[0,"genai.types.GeminiPreferenceExampleCompletionDict.score",false]],"score (genai.types.pointwisemetricresult attribute)":[[0,"genai.types.PointwiseMetricResult.score",false]],"score (genai.types.pointwisemetricresultdict attribute)":[[0,"genai.types.PointwiseMetricResultDict.score",false]],"score (genai.types.rougemetricvalue attribute)":[[0,"genai.types.RougeMetricValue.score",false]],"score (genai.types.rougemetricvaluedict attribute)":[[0,"genai.types.RougeMetricValueDict.score",false]],"score_variance_per_example_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.score_variance_per_example_distribution",false]],"score_variance_per_example_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.score_variance_per_example_distribution",false]],"scores (genai.types.safetyattributes attribute)":[[0,"genai.types.SafetyAttributes.scores",false]],"scores (genai.types.safetyattributesdict attribute)":[[0,"genai.types.SafetyAttributesDict.scores",false]],"scores_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.scores_distribution",false]],"scores_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.scores_distribution",false]],"scribble_image (genai.types.segmentimagesource attribute)":[[0,"genai.types.SegmentImageSource.scribble_image",false]],"scribble_image (genai.types.segmentimagesourcedict attribute)":[[0,"genai.types.SegmentImageSourceDict.scribble_image",false]],"scribbleimagedict (class in genai.types)":[[0,"genai.types.ScribbleImageDict",false]],"sdk_blob (genai.types.searchentrypoint attribute)":[[0,"genai.types.SearchEntryPoint.sdk_blob",false]],"sdk_blob (genai.types.searchentrypointdict attribute)":[[0,"genai.types.SearchEntryPointDict.sdk_blob",false]],"sdk_http_response (genai.types.canceltuningjobresponse attribute)":[[0,"genai.types.CancelTuningJobResponse.sdk_http_response",false]],"sdk_http_response (genai.types.canceltuningjobresponsedict attribute)":[[0,"genai.types.CancelTuningJobResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.computetokensresponse attribute)":[[0,"genai.types.ComputeTokensResponse.sdk_http_response",false]],"sdk_http_response (genai.types.computetokensresponsedict attribute)":[[0,"genai.types.ComputeTokensResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.counttokensresponse attribute)":[[0,"genai.types.CountTokensResponse.sdk_http_response",false]],"sdk_http_response (genai.types.counttokensresponsedict attribute)":[[0,"genai.types.CountTokensResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.createfileresponse attribute)":[[0,"genai.types.CreateFileResponse.sdk_http_response",false]],"sdk_http_response (genai.types.createfileresponsedict attribute)":[[0,"genai.types.CreateFileResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deletecachedcontentresponse attribute)":[[0,"genai.types.DeleteCachedContentResponse.sdk_http_response",false]],"sdk_http_response (genai.types.deletecachedcontentresponsedict attribute)":[[0,"genai.types.DeleteCachedContentResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deletefileresponse attribute)":[[0,"genai.types.DeleteFileResponse.sdk_http_response",false]],"sdk_http_response (genai.types.deletefileresponsedict attribute)":[[0,"genai.types.DeleteFileResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deletemodelresponse attribute)":[[0,"genai.types.DeleteModelResponse.sdk_http_response",false]],"sdk_http_response (genai.types.deletemodelresponsedict attribute)":[[0,"genai.types.DeleteModelResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.deleteresourcejob attribute)":[[0,"genai.types.DeleteResourceJob.sdk_http_response",false]],"sdk_http_response (genai.types.deleteresourcejobdict attribute)":[[0,"genai.types.DeleteResourceJobDict.sdk_http_response",false]],"sdk_http_response (genai.types.editimageresponse attribute)":[[0,"genai.types.EditImageResponse.sdk_http_response",false]],"sdk_http_response (genai.types.editimageresponsedict attribute)":[[0,"genai.types.EditImageResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.embedcontentresponse attribute)":[[0,"genai.types.EmbedContentResponse.sdk_http_response",false]],"sdk_http_response (genai.types.embedcontentresponsedict attribute)":[[0,"genai.types.EmbedContentResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.sdk_http_response",false]],"sdk_http_response (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.generateimagesresponse attribute)":[[0,"genai.types.GenerateImagesResponse.sdk_http_response",false]],"sdk_http_response (genai.types.generateimagesresponsedict attribute)":[[0,"genai.types.GenerateImagesResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.importfileresponse attribute)":[[0,"genai.types.ImportFileResponse.sdk_http_response",false]],"sdk_http_response (genai.types.importfileresponsedict attribute)":[[0,"genai.types.ImportFileResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listbatchjobsresponse attribute)":[[0,"genai.types.ListBatchJobsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listbatchjobsresponsedict attribute)":[[0,"genai.types.ListBatchJobsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listcachedcontentsresponse attribute)":[[0,"genai.types.ListCachedContentsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listcachedcontentsresponsedict attribute)":[[0,"genai.types.ListCachedContentsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listdocumentsresponse attribute)":[[0,"genai.types.ListDocumentsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listdocumentsresponsedict attribute)":[[0,"genai.types.ListDocumentsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesearchstoresresponse attribute)":[[0,"genai.types.ListFileSearchStoresResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesearchstoresresponsedict attribute)":[[0,"genai.types.ListFileSearchStoresResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesresponse attribute)":[[0,"genai.types.ListFilesResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listfilesresponsedict attribute)":[[0,"genai.types.ListFilesResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listmodelsresponse attribute)":[[0,"genai.types.ListModelsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listmodelsresponsedict attribute)":[[0,"genai.types.ListModelsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.listtuningjobsresponse attribute)":[[0,"genai.types.ListTuningJobsResponse.sdk_http_response",false]],"sdk_http_response (genai.types.listtuningjobsresponsedict attribute)":[[0,"genai.types.ListTuningJobsResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.registerfilesresponse attribute)":[[0,"genai.types.RegisterFilesResponse.sdk_http_response",false]],"sdk_http_response (genai.types.registerfilesresponsedict attribute)":[[0,"genai.types.RegisterFilesResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.sdk_http_response",false]],"sdk_http_response (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.sdk_http_response",false]],"sdk_http_response (genai.types.tuningoperation attribute)":[[0,"genai.types.TuningOperation.sdk_http_response",false]],"sdk_http_response (genai.types.tuningoperationdict attribute)":[[0,"genai.types.TuningOperationDict.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResponse.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresumableresponse attribute)":[[0,"genai.types.UploadToFileSearchStoreResumableResponse.sdk_http_response",false]],"sdk_http_response (genai.types.uploadtofilesearchstoreresumableresponsedict attribute)":[[0,"genai.types.UploadToFileSearchStoreResumableResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.upscaleimageresponse attribute)":[[0,"genai.types.UpscaleImageResponse.sdk_http_response",false]],"sdk_http_response (genai.types.upscaleimageresponsedict attribute)":[[0,"genai.types.UpscaleImageResponseDict.sdk_http_response",false]],"sdk_http_response (genai.types.validaterewardresponse attribute)":[[0,"genai.types.ValidateRewardResponse.sdk_http_response",false]],"sdk_http_response (genai.types.validaterewardresponsedict attribute)":[[0,"genai.types.ValidateRewardResponseDict.sdk_http_response",false]],"sdk_response_segments (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.sdk_response_segments",false]],"sdk_response_segments (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.sdk_response_segments",false]],"search_entry_point (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.search_entry_point",false]],"search_entry_point (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.search_entry_point",false]],"search_template (genai.types.externalapielasticsearchparams attribute)":[[0,"genai.types.ExternalApiElasticSearchParams.search_template",false]],"search_template (genai.types.externalapielasticsearchparamsdict attribute)":[[0,"genai.types.ExternalApiElasticSearchParamsDict.search_template",false]],"search_types (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.search_types",false]],"search_types (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.search_types",false]],"searchentrypointdict (class in genai.types)":[[0,"genai.types.SearchEntryPointDict",false]],"searchtypesdict (class in genai.types)":[[0,"genai.types.SearchTypesDict",false]],"seed (genai.types.editimageconfig attribute)":[[0,"genai.types.EditImageConfig.seed",false]],"seed (genai.types.editimageconfigdict attribute)":[[0,"genai.types.EditImageConfigDict.seed",false]],"seed (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.seed",false]],"seed (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.seed",false]],"seed (genai.types.generateimagesconfig attribute)":[[0,"genai.types.GenerateImagesConfig.seed",false]],"seed (genai.types.generateimagesconfigdict attribute)":[[0,"genai.types.GenerateImagesConfigDict.seed",false]],"seed (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.seed",false]],"seed (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.seed",false]],"seed (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.seed",false]],"seed (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.seed",false]],"seed (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.seed",false]],"seed (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.seed",false]],"seed (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.seed",false]],"seed (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.seed",false]],"seed (genai.types.recontextimageconfig attribute)":[[0,"genai.types.RecontextImageConfig.seed",false]],"seed (genai.types.recontextimageconfigdict attribute)":[[0,"genai.types.RecontextImageConfigDict.seed",false]],"segment (genai.types.groundingsupport attribute)":[[0,"genai.types.GroundingSupport.segment",false]],"segment (genai.types.groundingsupportdict attribute)":[[0,"genai.types.GroundingSupportDict.segment",false]],"segment_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.segment_image",false]],"segment_image() (genai.models.models method)":[[0,"genai.models.Models.segment_image",false]],"segmentation_classes (genai.types.maskreferenceconfig attribute)":[[0,"genai.types.MaskReferenceConfig.segmentation_classes",false]],"segmentation_classes (genai.types.maskreferenceconfigdict attribute)":[[0,"genai.types.MaskReferenceConfigDict.segmentation_classes",false]],"segmentdict (class in genai.types)":[[0,"genai.types.SegmentDict",false]],"segmentimageconfigdict (class in genai.types)":[[0,"genai.types.SegmentImageConfigDict",false]],"segmentimageresponsedict (class in genai.types)":[[0,"genai.types.SegmentImageResponseDict",false]],"segmentimagesourcedict (class in genai.types)":[[0,"genai.types.SegmentImageSourceDict",false]],"segmentmode (class in genai.types)":[[0,"genai.types.SegmentMode",false]],"semantic (genai.types.segmentmode attribute)":[[0,"genai.types.SegmentMode.SEMANTIC",false]],"send() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send",false]],"send_client_content() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send_client_content",false]],"send_realtime_input() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send_realtime_input",false]],"send_tool_response() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.send_tool_response",false]],"sensitive_data_modification (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.SENSITIVE_DATA_MODIFICATION",false]],"server_content (genai.types.livemusicservermessage attribute)":[[0,"genai.types.LiveMusicServerMessage.server_content",false]],"server_content (genai.types.livemusicservermessagedict attribute)":[[0,"genai.types.LiveMusicServerMessageDict.server_content",false]],"server_content (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.server_content",false]],"server_content (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.server_content",false]],"service_account (genai.types.authconfiggoogleserviceaccountconfig attribute)":[[0,"genai.types.AuthConfigGoogleServiceAccountConfig.service_account",false]],"service_account (genai.types.authconfiggoogleserviceaccountconfigdict attribute)":[[0,"genai.types.AuthConfigGoogleServiceAccountConfigDict.service_account",false]],"service_account (genai.types.authconfigoauthconfig attribute)":[[0,"genai.types.AuthConfigOauthConfig.service_account",false]],"service_account (genai.types.authconfigoauthconfigdict attribute)":[[0,"genai.types.AuthConfigOauthConfigDict.service_account",false]],"service_account (genai.types.authconfigoidcconfig attribute)":[[0,"genai.types.AuthConfigOidcConfig.service_account",false]],"service_account (genai.types.authconfigoidcconfigdict attribute)":[[0,"genai.types.AuthConfigOidcConfigDict.service_account",false]],"service_account (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.service_account",false]],"service_account (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.service_account",false]],"service_tier (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.service_tier",false]],"service_tier (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.service_tier",false]],"service_tier (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.service_tier",false]],"service_tier (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.service_tier",false]],"servicetier (class in genai.types)":[[0,"genai.types.ServiceTier",false]],"session_id (genai.types.liveserversetupcomplete attribute)":[[0,"genai.types.LiveServerSetupComplete.session_id",false]],"session_id (genai.types.liveserversetupcompletedict attribute)":[[0,"genai.types.LiveServerSetupCompleteDict.session_id",false]],"session_resumption (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.session_resumption",false]],"session_resumption (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.session_resumption",false]],"session_resumption (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.session_resumption",false]],"session_resumption (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.session_resumption",false]],"session_resumption_update (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.session_resumption_update",false]],"session_resumption_update (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.session_resumption_update",false]],"sessionresumptionconfigdict (class in genai.types)":[[0,"genai.types.SessionResumptionConfigDict",false]],"setup (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.setup",false]],"setup (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.setup",false]],"setup (genai.types.livemusicclientmessage attribute)":[[0,"genai.types.LiveMusicClientMessage.setup",false]],"setup (genai.types.livemusicclientmessagedict attribute)":[[0,"genai.types.LiveMusicClientMessageDict.setup",false]],"setup_complete (genai.types.livemusicservermessage attribute)":[[0,"genai.types.LiveMusicServerMessage.setup_complete",false]],"setup_complete (genai.types.livemusicservermessagedict attribute)":[[0,"genai.types.LiveMusicServerMessageDict.setup_complete",false]],"setup_complete (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.setup_complete",false]],"setup_complete (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.setup_complete",false]],"severity (genai.types.harmblockmethod attribute)":[[0,"genai.types.HarmBlockMethod.SEVERITY",false]],"severity (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.severity",false]],"severity (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.severity",false]],"severity_score (genai.types.safetyrating attribute)":[[0,"genai.types.SafetyRating.severity_score",false]],"severity_score (genai.types.safetyratingdict attribute)":[[0,"genai.types.SafetyRatingDict.severity_score",false]],"sft_loss_weight_multiplier (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.sft_loss_weight_multiplier",false]],"sft_loss_weight_multiplier (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.sft_loss_weight_multiplier",false]],"sha256_hash (genai.types.file attribute)":[[0,"genai.types.File.sha256_hash",false]],"sha256_hash (genai.types.filedict attribute)":[[0,"genai.types.FileDict.sha256_hash",false]],"should_return_http_response (genai.types.createfileconfig attribute)":[[0,"genai.types.CreateFileConfig.should_return_http_response",false]],"should_return_http_response (genai.types.createfileconfigdict attribute)":[[0,"genai.types.CreateFileConfigDict.should_return_http_response",false]],"should_return_http_response (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.should_return_http_response",false]],"should_return_http_response (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.should_return_http_response",false]],"should_return_http_response (genai.types.registerfilesconfig attribute)":[[0,"genai.types.RegisterFilesConfig.should_return_http_response",false]],"should_return_http_response (genai.types.registerfilesconfigdict attribute)":[[0,"genai.types.RegisterFilesConfigDict.should_return_http_response",false]],"should_return_http_response (genai.types.uploadtofilesearchstoreconfig attribute)":[[0,"genai.types.UploadToFileSearchStoreConfig.should_return_http_response",false]],"should_return_http_response (genai.types.uploadtofilesearchstoreconfigdict attribute)":[[0,"genai.types.UploadToFileSearchStoreConfigDict.should_return_http_response",false]],"show() (genai.types.image method)":[[0,"genai.types.Image.show",false]],"show() (genai.types.video method)":[[0,"genai.types.Video.show",false]],"signature (genai.types.voiceconsentsignature attribute)":[[0,"genai.types.VoiceConsentSignature.signature",false]],"signature (genai.types.voiceconsentsignaturedict attribute)":[[0,"genai.types.VoiceConsentSignatureDict.signature",false]],"silence_duration_ms (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.silence_duration_ms",false]],"silence_duration_ms (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.silence_duration_ms",false]],"silent (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.SILENT",false]],"similarity_top_k (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.similarity_top_k",false]],"similarity_top_k (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.similarity_top_k",false]],"simple_search (genai.types.apispec attribute)":[[0,"genai.types.ApiSpec.SIMPLE_SEARCH",false]],"simple_search_params (genai.types.externalapi attribute)":[[0,"genai.types.ExternalApi.simple_search_params",false]],"simple_search_params (genai.types.externalapidict attribute)":[[0,"genai.types.ExternalApiDict.simple_search_params",false]],"single_reward_config (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.single_reward_config",false]],"single_reward_config (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.single_reward_config",false]],"singleembedcontentresponsedict (class in genai.types)":[[0,"genai.types.SingleEmbedContentResponseDict",false]],"singlereinforcementtuningrewardconfigdict (class in genai.types)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict",false]],"size_bytes (genai.types.document attribute)":[[0,"genai.types.Document.size_bytes",false]],"size_bytes (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.size_bytes",false]],"size_bytes (genai.types.file attribute)":[[0,"genai.types.File.size_bytes",false]],"size_bytes (genai.types.filedict attribute)":[[0,"genai.types.FileDict.size_bytes",false]],"size_bytes (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.size_bytes",false]],"size_bytes (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.size_bytes",false]],"skip_in_api_mode (genai.types.testtableitem attribute)":[[0,"genai.types.TestTableItem.skip_in_api_mode",false]],"skip_in_api_mode (genai.types.testtableitemdict attribute)":[[0,"genai.types.TestTableItemDict.skip_in_api_mode",false]],"sliding_window (genai.types.contextwindowcompressionconfig attribute)":[[0,"genai.types.ContextWindowCompressionConfig.sliding_window",false]],"sliding_window (genai.types.contextwindowcompressionconfigdict attribute)":[[0,"genai.types.ContextWindowCompressionConfigDict.sliding_window",false]],"slidingwindowdict (class in genai.types)":[[0,"genai.types.SlidingWindowDict",false]],"smart (genai.types.audiotranscriptionconfigmode attribute)":[[0,"genai.types.AudioTranscriptionConfigMode.SMART",false]],"source (genai.types.file attribute)":[[0,"genai.types.File.source",false]],"source (genai.types.filedict attribute)":[[0,"genai.types.FileDict.source",false]],"source_flagging_uris (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.source_flagging_uris",false]],"source_flagging_uris (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.source_flagging_uris",false]],"source_id (genai.types.groundingmetadatasourceflagginguri attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUri.source_id",false]],"source_id (genai.types.groundingmetadatasourceflagginguridict attribute)":[[0,"genai.types.GroundingMetadataSourceFlaggingUriDict.source_id",false]],"source_metadata (genai.types.audiochunk attribute)":[[0,"genai.types.AudioChunk.source_metadata",false]],"source_metadata (genai.types.audiochunkdict attribute)":[[0,"genai.types.AudioChunkDict.source_metadata",false]],"source_unspecified (genai.types.filesource attribute)":[[0,"genai.types.FileSource.SOURCE_UNSPECIFIED",false]],"source_uri (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.source_uri",false]],"source_uri (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.source_uri",false]],"speaker (genai.types.speakervoiceconfig attribute)":[[0,"genai.types.SpeakerVoiceConfig.speaker",false]],"speaker (genai.types.speakervoiceconfigdict attribute)":[[0,"genai.types.SpeakerVoiceConfigDict.speaker",false]],"speaker_label (genai.types.transcription attribute)":[[0,"genai.types.Transcription.speaker_label",false]],"speaker_label (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.speaker_label",false]],"speaker_voice_configs (genai.types.multispeakervoiceconfig attribute)":[[0,"genai.types.MultiSpeakerVoiceConfig.speaker_voice_configs",false]],"speaker_voice_configs (genai.types.multispeakervoiceconfigdict attribute)":[[0,"genai.types.MultiSpeakerVoiceConfigDict.speaker_voice_configs",false]],"speakervoiceconfigdict (class in genai.types)":[[0,"genai.types.SpeakerVoiceConfigDict",false]],"speech_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.speech_config",false]],"speech_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.speech_config",false]],"speech_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.speech_config",false]],"speech_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.speech_config",false]],"speech_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.speech_config",false]],"speech_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.speech_config",false]],"speechconfigdict (class in genai.types)":[[0,"genai.types.SpeechConfigDict",false]],"spii (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.SPII",false]],"split_summaries (genai.types.rougespec attribute)":[[0,"genai.types.RougeSpec.split_summaries",false]],"split_summaries (genai.types.rougespecdict attribute)":[[0,"genai.types.RougeSpecDict.split_summaries",false]],"src (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.src",false]],"src (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.src",false]],"sse_read_timeout (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.sse_read_timeout",false]],"sse_read_timeout (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.sse_read_timeout",false]],"stable (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.STABLE",false]],"standard (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.STANDARD",false]],"standard_deviation (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.STANDARD_DEVIATION",false]],"start_index (genai.types.citation attribute)":[[0,"genai.types.Citation.start_index",false]],"start_index (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.start_index",false]],"start_index (genai.types.segment attribute)":[[0,"genai.types.Segment.start_index",false]],"start_index (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.start_index",false]],"start_of_activity_interrupts (genai.types.activityhandling attribute)":[[0,"genai.types.ActivityHandling.START_OF_ACTIVITY_INTERRUPTS",false]],"start_of_speech_sensitivity (genai.types.automaticactivitydetection attribute)":[[0,"genai.types.AutomaticActivityDetection.start_of_speech_sensitivity",false]],"start_of_speech_sensitivity (genai.types.automaticactivitydetectiondict attribute)":[[0,"genai.types.AutomaticActivityDetectionDict.start_of_speech_sensitivity",false]],"start_offset (genai.types.videometadata attribute)":[[0,"genai.types.VideoMetadata.start_offset",false]],"start_offset (genai.types.videometadatadict attribute)":[[0,"genai.types.VideoMetadataDict.start_offset",false]],"start_offset (genai.types.wordinfo attribute)":[[0,"genai.types.WordInfo.start_offset",false]],"start_offset (genai.types.wordinfodict attribute)":[[0,"genai.types.WordInfoDict.start_offset",false]],"start_sensitivity_high (genai.types.startsensitivity attribute)":[[0,"genai.types.StartSensitivity.START_SENSITIVITY_HIGH",false]],"start_sensitivity_low (genai.types.startsensitivity attribute)":[[0,"genai.types.StartSensitivity.START_SENSITIVITY_LOW",false]],"start_sensitivity_unspecified (genai.types.startsensitivity attribute)":[[0,"genai.types.StartSensitivity.START_SENSITIVITY_UNSPECIFIED",false]],"start_stream() (genai.live.asyncsession method)":[[0,"genai.live.AsyncSession.start_stream",false]],"start_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.start_time",false]],"start_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.start_time",false]],"start_time (genai.types.interval attribute)":[[0,"genai.types.Interval.start_time",false]],"start_time (genai.types.intervaldict attribute)":[[0,"genai.types.IntervalDict.start_time",false]],"start_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.start_time",false]],"start_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.start_time",false]],"startsensitivity (class in genai.types)":[[0,"genai.types.StartSensitivity",false]],"state (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.state",false]],"state (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.state",false]],"state (genai.types.document attribute)":[[0,"genai.types.Document.state",false]],"state (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.state",false]],"state (genai.types.file attribute)":[[0,"genai.types.File.state",false]],"state (genai.types.filedict attribute)":[[0,"genai.types.FileDict.state",false]],"state (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.state",false]],"state (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.state",false]],"state_active (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_ACTIVE",false]],"state_failed (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_FAILED",false]],"state_pending (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_PENDING",false]],"state_unspecified (genai.types.documentstate attribute)":[[0,"genai.types.DocumentState.STATE_UNSPECIFIED",false]],"state_unspecified (genai.types.filestate attribute)":[[0,"genai.types.FileState.STATE_UNSPECIFIED",false]],"static (genai.types.mediaprocessing attribute)":[[0,"genai.types.MediaProcessing.STATIC",false]],"statistics (genai.types.contentembedding attribute)":[[0,"genai.types.ContentEmbedding.statistics",false]],"statistics (genai.types.contentembeddingdict attribute)":[[0,"genai.types.ContentEmbeddingDict.statistics",false]],"status_code (genai.types.replayresponse attribute)":[[0,"genai.types.ReplayResponse.status_code",false]],"status_code (genai.types.replayresponsedict attribute)":[[0,"genai.types.ReplayResponseDict.status_code",false]],"step (genai.types.checkpoint attribute)":[[0,"genai.types.Checkpoint.step",false]],"step (genai.types.checkpointdict attribute)":[[0,"genai.types.CheckpointDict.step",false]],"step (genai.types.tunedmodelcheckpoint attribute)":[[0,"genai.types.TunedModelCheckpoint.step",false]],"step (genai.types.tunedmodelcheckpointdict attribute)":[[0,"genai.types.TunedModelCheckpointDict.step",false]],"step_count (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.step_count",false]],"step_count (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.step_count",false]],"stop (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.STOP",false]],"stop (genai.types.livemusicplaybackcontrol attribute)":[[0,"genai.types.LiveMusicPlaybackControl.STOP",false]],"stop_sequences (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.stop_sequences",false]],"stop_sequences (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.stop_sequences",false]],"stop_sequences (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.stop_sequences",false]],"stop_sequences (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.stop_sequences",false]],"store_context (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.store_context",false]],"store_context (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.store_context",false]],"stream_function_call_arguments (genai.types.functioncallingconfig attribute)":[[0,"genai.types.FunctionCallingConfig.stream_function_call_arguments",false]],"stream_function_call_arguments (genai.types.functioncallingconfigdict attribute)":[[0,"genai.types.FunctionCallingConfigDict.stream_function_call_arguments",false]],"streamable_http_transport (genai.types.mcpserver attribute)":[[0,"genai.types.McpServer.streamable_http_transport",false]],"streamable_http_transport (genai.types.mcpserverdict attribute)":[[0,"genai.types.McpServerDict.streamable_http_transport",false]],"streamablehttptransportdict (class in genai.types)":[[0,"genai.types.StreamableHttpTransportDict",false]],"string (genai.types.jsonschematype attribute)":[[0,"genai.types.JSONSchemaType.STRING",false]],"string (genai.types.type attribute)":[[0,"genai.types.Type.STRING",false]],"string_list_value (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.string_list_value",false]],"string_list_value (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.string_list_value",false]],"string_list_value (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.string_list_value",false]],"string_list_value (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.string_list_value",false]],"string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.string_match_expression",false]],"string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.string_match_expression",false]],"string_match_reward_scorer (genai.types.singlereinforcementtuningrewardconfig attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfig.string_match_reward_scorer",false]],"string_match_reward_scorer (genai.types.singlereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.SingleReinforcementTuningRewardConfigDict.string_match_reward_scorer",false]],"string_value (genai.types.custommetadata attribute)":[[0,"genai.types.CustomMetadata.string_value",false]],"string_value (genai.types.custommetadatadict attribute)":[[0,"genai.types.CustomMetadataDict.string_value",false]],"string_value (genai.types.groundingchunkcustommetadata attribute)":[[0,"genai.types.GroundingChunkCustomMetadata.string_value",false]],"string_value (genai.types.groundingchunkcustommetadatadict attribute)":[[0,"genai.types.GroundingChunkCustomMetadataDict.string_value",false]],"string_value (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.string_value",false]],"string_value (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.string_value",false]],"stringlistdict (class in genai.types)":[[0,"genai.types.StringListDict",false]],"student_model (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.student_model",false]],"student_model (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.student_model",false]],"style (genai.types.videogenerationreferencetype attribute)":[[0,"genai.types.VideoGenerationReferenceType.STYLE",false]],"style_description (genai.types.stylereferenceconfig attribute)":[[0,"genai.types.StyleReferenceConfig.style_description",false]],"style_description (genai.types.stylereferenceconfigdict attribute)":[[0,"genai.types.StyleReferenceConfigDict.style_description",false]],"style_image_config (genai.types.stylereferenceimage attribute)":[[0,"genai.types.StyleReferenceImage.style_image_config",false]],"stylereferenceconfigdict (class in genai.types)":[[0,"genai.types.StyleReferenceConfigDict",false]],"stylereferenceimagedict (class in genai.types)":[[0,"genai.types.StyleReferenceImageDict",false]],"subject_description (genai.types.subjectreferenceconfig attribute)":[[0,"genai.types.SubjectReferenceConfig.subject_description",false]],"subject_description (genai.types.subjectreferenceconfigdict attribute)":[[0,"genai.types.SubjectReferenceConfigDict.subject_description",false]],"subject_image_config (genai.types.subjectreferenceimage attribute)":[[0,"genai.types.SubjectReferenceImage.subject_image_config",false]],"subject_type (genai.types.subjectreferenceconfig attribute)":[[0,"genai.types.SubjectReferenceConfig.subject_type",false]],"subject_type (genai.types.subjectreferenceconfigdict attribute)":[[0,"genai.types.SubjectReferenceConfigDict.subject_type",false]],"subject_type_animal (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_ANIMAL",false]],"subject_type_default (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_DEFAULT",false]],"subject_type_person (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_PERSON",false]],"subject_type_product (genai.types.subjectreferencetype attribute)":[[0,"genai.types.SubjectReferenceType.SUBJECT_TYPE_PRODUCT",false]],"subjectreferenceconfigdict (class in genai.types)":[[0,"genai.types.SubjectReferenceConfigDict",false]],"subjectreferenceimagedict (class in genai.types)":[[0,"genai.types.SubjectReferenceImageDict",false]],"subjectreferencetype (class in genai.types)":[[0,"genai.types.SubjectReferenceType",false]],"successful_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.successful_count",false]],"successful_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.successful_count",false]],"successful_forecast_point_count (genai.types.completionstats attribute)":[[0,"genai.types.CompletionStats.successful_forecast_point_count",false]],"successful_forecast_point_count (genai.types.completionstatsdict attribute)":[[0,"genai.types.CompletionStatsDict.successful_forecast_point_count",false]],"sum (genai.types.datasetdistribution attribute)":[[0,"genai.types.DatasetDistribution.sum",false]],"sum (genai.types.datasetdistributiondict attribute)":[[0,"genai.types.DatasetDistributionDict.sum",false]],"sum (genai.types.supervisedtuningdatasetdistribution attribute)":[[0,"genai.types.SupervisedTuningDatasetDistribution.sum",false]],"sum (genai.types.supervisedtuningdatasetdistributiondict attribute)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict.sum",false]],"supervised_fine_tuning (genai.types.tuningmethod attribute)":[[0,"genai.types.TuningMethod.SUPERVISED_FINE_TUNING",false]],"supervised_tuning_data_stats (genai.types.tuningdatastats attribute)":[[0,"genai.types.TuningDataStats.supervised_tuning_data_stats",false]],"supervised_tuning_data_stats (genai.types.tuningdatastatsdict attribute)":[[0,"genai.types.TuningDataStatsDict.supervised_tuning_data_stats",false]],"supervised_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.supervised_tuning_spec",false]],"supervised_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.supervised_tuning_spec",false]],"supervisedhyperparametersdict (class in genai.types)":[[0,"genai.types.SupervisedHyperParametersDict",false]],"supervisedtuningdatasetdistributiondatasetbucketdict (class in genai.types)":[[0,"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict",false]],"supervisedtuningdatasetdistributiondict (class in genai.types)":[[0,"genai.types.SupervisedTuningDatasetDistributionDict",false]],"supervisedtuningdatastatsdict (class in genai.types)":[[0,"genai.types.SupervisedTuningDataStatsDict",false]],"supervisedtuningspecdict (class in genai.types)":[[0,"genai.types.SupervisedTuningSpecDict",false]],"supported_actions (genai.types.model attribute)":[[0,"genai.types.Model.supported_actions",false]],"supported_actions (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.supported_actions",false]],"system_instruction (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.system_instruction",false]],"system_instruction (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.system_instruction",false]],"system_instruction (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.system_instruction",false]],"system_instruction (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.system_instruction",false]],"system_instruction (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.system_instruction",false]],"system_instruction (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.system_instruction",false]],"system_instruction (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.system_instruction",false]],"system_instruction (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.system_instruction",false]],"system_instruction (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.system_instruction",false]],"system_instruction (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.system_instruction",false]],"system_instruction (genai.types.llmbasedmetricspec attribute)":[[0,"genai.types.LLMBasedMetricSpec.system_instruction",false]],"system_instruction (genai.types.llmbasedmetricspecdict attribute)":[[0,"genai.types.LLMBasedMetricSpecDict.system_instruction",false]],"system_instruction (genai.types.pairwisemetricspec attribute)":[[0,"genai.types.PairwiseMetricSpec.system_instruction",false]],"system_instruction (genai.types.pairwisemetricspecdict attribute)":[[0,"genai.types.PairwiseMetricSpecDict.system_instruction",false]],"system_instruction (genai.types.pointwisemetricspec attribute)":[[0,"genai.types.PointwiseMetricSpec.system_instruction",false]],"system_instruction (genai.types.pointwisemetricspecdict attribute)":[[0,"genai.types.PointwiseMetricSpecDict.system_instruction",false]],"system_instruction (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.system_instruction",false]],"system_instruction (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.system_instruction",false]],"target_language_code (genai.types.translationconfig attribute)":[[0,"genai.types.TranslationConfig.target_language_code",false]],"target_language_code (genai.types.translationconfigdict attribute)":[[0,"genai.types.TranslationConfigDict.target_language_code",false]],"target_tokens (genai.types.slidingwindow attribute)":[[0,"genai.types.SlidingWindow.target_tokens",false]],"target_tokens (genai.types.slidingwindowdict attribute)":[[0,"genai.types.SlidingWindowDict.target_tokens",false]],"task_type (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.task_type",false]],"task_type (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.task_type",false]],"temperature (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.temperature",false]],"temperature (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.temperature",false]],"temperature (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.temperature",false]],"temperature (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.temperature",false]],"temperature (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.temperature",false]],"temperature (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.temperature",false]],"temperature (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.temperature",false]],"temperature (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.temperature",false]],"temperature (genai.types.model attribute)":[[0,"genai.types.Model.temperature",false]],"temperature (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.temperature",false]],"terminate_on_close (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.terminate_on_close",false]],"terminate_on_close (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.terminate_on_close",false]],"test_method (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.test_method",false]],"test_method (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.test_method",false]],"test_table (genai.types.testtablefile attribute)":[[0,"genai.types.TestTableFile.test_table",false]],"test_table (genai.types.testtablefiledict attribute)":[[0,"genai.types.TestTableFileDict.test_table",false]],"testtablefiledict (class in genai.types)":[[0,"genai.types.TestTableFileDict",false]],"testtableitemdict (class in genai.types)":[[0,"genai.types.TestTableItemDict",false]],"text (genai.types.generatecontentresponse property)":[[0,"genai.types.GenerateContentResponse.text",false]],"text (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.text",false]],"text (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.text",false]],"text (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.text",false]],"text (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.text",false]],"text (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.text",false]],"text (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.text",false]],"text (genai.types.livemusicfilteredprompt attribute)":[[0,"genai.types.LiveMusicFilteredPrompt.text",false]],"text (genai.types.livemusicfilteredpromptdict attribute)":[[0,"genai.types.LiveMusicFilteredPromptDict.text",false]],"text (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.text",false]],"text (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.text",false]],"text (genai.types.liveservermessage property)":[[0,"genai.types.LiveServerMessage.text",false]],"text (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.TEXT",false]],"text (genai.types.modality attribute)":[[0,"genai.types.Modality.TEXT",false]],"text (genai.types.part attribute)":[[0,"genai.types.Part.text",false]],"text (genai.types.partdict attribute)":[[0,"genai.types.PartDict.text",false]],"text (genai.types.ragchunk attribute)":[[0,"genai.types.RagChunk.text",false]],"text (genai.types.ragchunkdict attribute)":[[0,"genai.types.RagChunkDict.text",false]],"text (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.text",false]],"text (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.text",false]],"text (genai.types.segment attribute)":[[0,"genai.types.Segment.text",false]],"text (genai.types.segmentdict attribute)":[[0,"genai.types.SegmentDict.text",false]],"text (genai.types.transcription attribute)":[[0,"genai.types.Transcription.text",false]],"text (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.text",false]],"text (genai.types.weightedprompt attribute)":[[0,"genai.types.WeightedPrompt.text",false]],"text (genai.types.weightedpromptdict attribute)":[[0,"genai.types.WeightedPromptDict.text",false]],"text_count (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.text_count",false]],"text_count (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.text_count",false]],"text_input (genai.types.tuningexample attribute)":[[0,"genai.types.TuningExample.text_input",false]],"text_input (genai.types.tuningexampledict attribute)":[[0,"genai.types.TuningExampleDict.text_input",false]],"textresponseformatdict (class in genai.types)":[[0,"genai.types.TextResponseFormatDict",false]],"thinking (genai.types.model attribute)":[[0,"genai.types.Model.thinking",false]],"thinking (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.thinking",false]],"thinking_budget (genai.types.generationconfigthinkingconfigdict attribute)":[[0,"genai.types.GenerationConfigThinkingConfigDict.thinking_budget",false]],"thinking_budget (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.thinking_budget",false]],"thinking_budget (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.thinking_budget",false]],"thinking_budget (genai.types.thinkingconfig attribute)":[[0,"genai.types.ThinkingConfig.thinking_budget",false]],"thinking_budget (genai.types.thinkingconfigdict attribute)":[[0,"genai.types.ThinkingConfigDict.thinking_budget",false]],"thinking_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.thinking_config",false]],"thinking_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.thinking_config",false]],"thinking_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.thinking_config",false]],"thinking_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.thinking_config",false]],"thinking_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.thinking_config",false]],"thinking_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.thinking_config",false]],"thinking_level (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.thinking_level",false]],"thinking_level (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.thinking_level",false]],"thinking_level (genai.types.generationconfigthinkingconfigdict attribute)":[[0,"genai.types.GenerationConfigThinkingConfigDict.thinking_level",false]],"thinking_level (genai.types.reinforcementtuninghyperparameters attribute)":[[0,"genai.types.ReinforcementTuningHyperParameters.thinking_level",false]],"thinking_level (genai.types.reinforcementtuninghyperparametersdict attribute)":[[0,"genai.types.ReinforcementTuningHyperParametersDict.thinking_level",false]],"thinking_level (genai.types.thinkingconfig attribute)":[[0,"genai.types.ThinkingConfig.thinking_level",false]],"thinking_level (genai.types.thinkingconfigdict attribute)":[[0,"genai.types.ThinkingConfigDict.thinking_level",false]],"thinking_level_unspecified (genai.types.thinkinglevel attribute)":[[0,"genai.types.ThinkingLevel.THINKING_LEVEL_UNSPECIFIED",false]],"thinkingconfigdict (class in genai.types)":[[0,"genai.types.ThinkingConfigDict",false]],"thinkinglevel (class in genai.types)":[[0,"genai.types.ThinkingLevel",false]],"thought (genai.types.part attribute)":[[0,"genai.types.Part.thought",false]],"thought (genai.types.partdict attribute)":[[0,"genai.types.PartDict.thought",false]],"thought_signature (genai.types.part attribute)":[[0,"genai.types.Part.thought_signature",false]],"thought_signature (genai.types.partdict attribute)":[[0,"genai.types.PartDict.thought_signature",false]],"thoughts_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.thoughts_token_count",false]],"thoughts_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.thoughts_token_count",false]],"thoughts_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.thoughts_token_count",false]],"thoughts_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.thoughts_token_count",false]],"threshold (genai.types.safetysetting attribute)":[[0,"genai.types.SafetySetting.threshold",false]],"threshold (genai.types.safetysettingdict attribute)":[[0,"genai.types.SafetySettingDict.threshold",false]],"tie (genai.types.pairwisechoice attribute)":[[0,"genai.types.PairwiseChoice.TIE",false]],"time_left (genai.types.liveservergoaway attribute)":[[0,"genai.types.LiveServerGoAway.time_left",false]],"time_left (genai.types.liveservergoawaydict attribute)":[[0,"genai.types.LiveServerGoAwayDict.time_left",false]],"time_range_filter (genai.types.googlesearch attribute)":[[0,"genai.types.GoogleSearch.time_range_filter",false]],"time_range_filter (genai.types.googlesearchdict attribute)":[[0,"genai.types.GoogleSearchDict.time_range_filter",false]],"timeout (genai.types.httpoptions attribute)":[[0,"genai.types.HttpOptions.timeout",false]],"timeout (genai.types.httpoptionsdict attribute)":[[0,"genai.types.HttpOptionsDict.timeout",false]],"timeout (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.timeout",false]],"timeout (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.timeout",false]],"title (genai.types.citation attribute)":[[0,"genai.types.Citation.title",false]],"title (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.title",false]],"title (genai.types.embedcontentconfig attribute)":[[0,"genai.types.EmbedContentConfig.title",false]],"title (genai.types.embedcontentconfigdict attribute)":[[0,"genai.types.EmbedContentConfigDict.title",false]],"title (genai.types.groundingchunkimage attribute)":[[0,"genai.types.GroundingChunkImage.title",false]],"title (genai.types.groundingchunkimagedict attribute)":[[0,"genai.types.GroundingChunkImageDict.title",false]],"title (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.title",false]],"title (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.title",false]],"title (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippet attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet.title",false]],"title (genai.types.groundingchunkmapsplaceanswersourcesreviewsnippetdict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict.title",false]],"title (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.title",false]],"title (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.title",false]],"title (genai.types.groundingchunkweb attribute)":[[0,"genai.types.GroundingChunkWeb.title",false]],"title (genai.types.groundingchunkwebdict attribute)":[[0,"genai.types.GroundingChunkWebDict.title",false]],"title (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.title",false]],"title (genai.types.schema attribute)":[[0,"genai.types.Schema.title",false]],"title (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.title",false]],"to_yaml_file() (genai.types.metric method)":[[0,"genai.types.Metric.to_yaml_file",false]],"token (genai.types.logprobsresultcandidate attribute)":[[0,"genai.types.LogprobsResultCandidate.token",false]],"token (genai.types.logprobsresultcandidatedict attribute)":[[0,"genai.types.LogprobsResultCandidateDict.token",false]],"token_count (genai.types.candidate attribute)":[[0,"genai.types.Candidate.token_count",false]],"token_count (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.token_count",false]],"token_count (genai.types.contentembeddingstatistics attribute)":[[0,"genai.types.ContentEmbeddingStatistics.token_count",false]],"token_count (genai.types.contentembeddingstatisticsdict attribute)":[[0,"genai.types.ContentEmbeddingStatisticsDict.token_count",false]],"token_count (genai.types.modalitytokencount attribute)":[[0,"genai.types.ModalityTokenCount.token_count",false]],"token_count (genai.types.modalitytokencountdict attribute)":[[0,"genai.types.ModalityTokenCountDict.token_count",false]],"token_count (genai.types.singleembedcontentresponse attribute)":[[0,"genai.types.SingleEmbedContentResponse.token_count",false]],"token_count (genai.types.singleembedcontentresponsedict attribute)":[[0,"genai.types.SingleEmbedContentResponseDict.token_count",false]],"token_id (genai.types.logprobsresultcandidate attribute)":[[0,"genai.types.LogprobsResultCandidate.token_id",false]],"token_id (genai.types.logprobsresultcandidatedict attribute)":[[0,"genai.types.LogprobsResultCandidateDict.token_id",false]],"token_ids (genai.types.tokensinfo attribute)":[[0,"genai.types.TokensInfo.token_ids",false]],"token_ids (genai.types.tokensinfodict attribute)":[[0,"genai.types.TokensInfoDict.token_ids",false]],"tokens (class in genai.tokens)":[[0,"genai.tokens.Tokens",false]],"tokens (genai.types.tokensinfo attribute)":[[0,"genai.types.TokensInfo.tokens",false]],"tokens (genai.types.tokensinfodict attribute)":[[0,"genai.types.TokensInfoDict.tokens",false]],"tokens_details (genai.types.contentembeddingstatistics attribute)":[[0,"genai.types.ContentEmbeddingStatistics.tokens_details",false]],"tokens_details (genai.types.contentembeddingstatisticsdict attribute)":[[0,"genai.types.ContentEmbeddingStatisticsDict.tokens_details",false]],"tokens_info (genai.types.computetokensresponse attribute)":[[0,"genai.types.ComputeTokensResponse.tokens_info",false]],"tokens_info (genai.types.computetokensresponsedict attribute)":[[0,"genai.types.ComputeTokensResponseDict.tokens_info",false]],"tokens_info (genai.types.computetokensresult attribute)":[[0,"genai.types.ComputeTokensResult.tokens_info",false]],"tokens_info (genai.types.computetokensresultdict attribute)":[[0,"genai.types.ComputeTokensResultDict.tokens_info",false]],"tokensinfodict (class in genai.types)":[[0,"genai.types.TokensInfoDict",false]],"too_many_tool_calls (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.TOO_MANY_TOOL_CALLS",false]],"tool_call (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.tool_call",false]],"tool_call (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.tool_call",false]],"tool_call (genai.types.part attribute)":[[0,"genai.types.Part.tool_call",false]],"tool_call (genai.types.partdict attribute)":[[0,"genai.types.PartDict.tool_call",false]],"tool_call_cancellation (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.tool_call_cancellation",false]],"tool_call_cancellation (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.tool_call_cancellation",false]],"tool_config (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.tool_config",false]],"tool_config (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.tool_config",false]],"tool_config (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.tool_config",false]],"tool_config (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.tool_config",false]],"tool_response (genai.types.liveclientmessage attribute)":[[0,"genai.types.LiveClientMessage.tool_response",false]],"tool_response (genai.types.liveclientmessagedict attribute)":[[0,"genai.types.LiveClientMessageDict.tool_response",false]],"tool_response (genai.types.part attribute)":[[0,"genai.types.Part.tool_response",false]],"tool_response (genai.types.partdict attribute)":[[0,"genai.types.PartDict.tool_response",false]],"tool_type (genai.types.toolcall attribute)":[[0,"genai.types.ToolCall.tool_type",false]],"tool_type (genai.types.toolcalldict attribute)":[[0,"genai.types.ToolCallDict.tool_type",false]],"tool_type (genai.types.toolresponse attribute)":[[0,"genai.types.ToolResponse.tool_type",false]],"tool_type (genai.types.toolresponsedict attribute)":[[0,"genai.types.ToolResponseDict.tool_type",false]],"tool_type_unspecified (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.TOOL_TYPE_UNSPECIFIED",false]],"tool_use_prompt_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_token_count",false]],"tool_use_prompt_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_token_count",false]],"tool_use_prompt_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.tool_use_prompt_token_count",false]],"tool_use_prompt_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.tool_use_prompt_token_count",false]],"tool_use_prompt_tokens_details (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.tool_use_prompt_tokens_details",false]],"tool_use_prompt_tokens_details (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.tool_use_prompt_tokens_details",false]],"tool_use_prompt_tokens_details (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.tool_use_prompt_tokens_details",false]],"tool_use_prompt_tokens_details (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.tool_use_prompt_tokens_details",false]],"toolcalldict (class in genai.types)":[[0,"genai.types.ToolCallDict",false]],"toolcodeexecutiondict (class in genai.types)":[[0,"genai.types.ToolCodeExecutionDict",false]],"toolconfigdict (class in genai.types)":[[0,"genai.types.ToolConfigDict",false]],"tooldict (class in genai.types)":[[0,"genai.types.ToolDict",false]],"toolexaaisearchdict (class in genai.types)":[[0,"genai.types.ToolExaAiSearchDict",false]],"toolparallelaisearchdict (class in genai.types)":[[0,"genai.types.ToolParallelAiSearchDict",false]],"toolresponsedict (class in genai.types)":[[0,"genai.types.ToolResponseDict",false]],"tools (genai.types.counttokensconfig attribute)":[[0,"genai.types.CountTokensConfig.tools",false]],"tools (genai.types.counttokensconfigdict attribute)":[[0,"genai.types.CountTokensConfigDict.tools",false]],"tools (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.tools",false]],"tools (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.tools",false]],"tools (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.tools",false]],"tools (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.tools",false]],"tools (genai.types.liveclientsetup attribute)":[[0,"genai.types.LiveClientSetup.tools",false]],"tools (genai.types.liveclientsetupdict attribute)":[[0,"genai.types.LiveClientSetupDict.tools",false]],"tools (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.tools",false]],"tools (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.tools",false]],"tools (genai.types.reinforcementtuningexample attribute)":[[0,"genai.types.ReinforcementTuningExample.tools",false]],"tools (genai.types.reinforcementtuningexampledict attribute)":[[0,"genai.types.ReinforcementTuningExampleDict.tools",false]],"tooltype (class in genai.types)":[[0,"genai.types.ToolType",false]],"top_candidates (genai.types.logprobsresult attribute)":[[0,"genai.types.LogprobsResult.top_candidates",false]],"top_candidates (genai.types.logprobsresultdict attribute)":[[0,"genai.types.LogprobsResultDict.top_candidates",false]],"top_k (genai.types.filesearch attribute)":[[0,"genai.types.FileSearch.top_k",false]],"top_k (genai.types.filesearchdict attribute)":[[0,"genai.types.FileSearchDict.top_k",false]],"top_k (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.top_k",false]],"top_k (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.top_k",false]],"top_k (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.top_k",false]],"top_k (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.top_k",false]],"top_k (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.top_k",false]],"top_k (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.top_k",false]],"top_k (genai.types.livemusicgenerationconfig attribute)":[[0,"genai.types.LiveMusicGenerationConfig.top_k",false]],"top_k (genai.types.livemusicgenerationconfigdict attribute)":[[0,"genai.types.LiveMusicGenerationConfigDict.top_k",false]],"top_k (genai.types.model attribute)":[[0,"genai.types.Model.top_k",false]],"top_k (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.top_k",false]],"top_k (genai.types.ragretrievalconfig attribute)":[[0,"genai.types.RagRetrievalConfig.top_k",false]],"top_k (genai.types.ragretrievalconfigdict attribute)":[[0,"genai.types.RagRetrievalConfigDict.top_k",false]],"top_p (genai.types.generatecontentconfig attribute)":[[0,"genai.types.GenerateContentConfig.top_p",false]],"top_p (genai.types.generatecontentconfigdict attribute)":[[0,"genai.types.GenerateContentConfigDict.top_p",false]],"top_p (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.top_p",false]],"top_p (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.top_p",false]],"top_p (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.top_p",false]],"top_p (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.top_p",false]],"top_p (genai.types.model attribute)":[[0,"genai.types.Model.top_p",false]],"top_p (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.top_p",false]],"total_billable_character_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.total_billable_character_count",false]],"total_billable_character_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.total_billable_character_count",false]],"total_billable_character_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_billable_character_count",false]],"total_billable_character_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_billable_character_count",false]],"total_billable_token_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.total_billable_token_count",false]],"total_billable_token_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.total_billable_token_count",false]],"total_billable_token_count (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.total_billable_token_count",false]],"total_billable_token_count (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.total_billable_token_count",false]],"total_billable_token_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_billable_token_count",false]],"total_billable_token_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_billable_token_count",false]],"total_token_count (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.total_token_count",false]],"total_token_count (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.total_token_count",false]],"total_token_count (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.total_token_count",false]],"total_token_count (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.total_token_count",false]],"total_token_count (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.total_token_count",false]],"total_token_count (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.total_token_count",false]],"total_tokens (genai.types.counttokensresponse attribute)":[[0,"genai.types.CountTokensResponse.total_tokens",false]],"total_tokens (genai.types.counttokensresponsedict attribute)":[[0,"genai.types.CountTokensResponseDict.total_tokens",false]],"total_tokens (genai.types.counttokensresult attribute)":[[0,"genai.types.CountTokensResult.total_tokens",false]],"total_tokens (genai.types.counttokensresultdict attribute)":[[0,"genai.types.CountTokensResultDict.total_tokens",false]],"total_truncated_example_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_truncated_example_count",false]],"total_truncated_example_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_truncated_example_count",false]],"total_tuning_character_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.total_tuning_character_count",false]],"total_tuning_character_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.total_tuning_character_count",false]],"total_tuning_character_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.total_tuning_character_count",false]],"total_tuning_character_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.total_tuning_character_count",false]],"traffic_type (genai.types.generatecontentresponseusagemetadata attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadata.traffic_type",false]],"traffic_type (genai.types.generatecontentresponseusagemetadatadict attribute)":[[0,"genai.types.GenerateContentResponseUsageMetadataDict.traffic_type",false]],"traffic_type (genai.types.usagemetadata attribute)":[[0,"genai.types.UsageMetadata.traffic_type",false]],"traffic_type (genai.types.usagemetadatadict attribute)":[[0,"genai.types.UsageMetadataDict.traffic_type",false]],"traffic_type_unspecified (genai.types.traffictype attribute)":[[0,"genai.types.TrafficType.TRAFFIC_TYPE_UNSPECIFIED",false]],"traffictype (class in genai.types)":[[0,"genai.types.TrafficType",false]],"training_dataset (genai.types.createtuningjobparameters attribute)":[[0,"genai.types.CreateTuningJobParameters.training_dataset",false]],"training_dataset (genai.types.createtuningjobparametersdict attribute)":[[0,"genai.types.CreateTuningJobParametersDict.training_dataset",false]],"training_dataset_stats (genai.types.distillationdatastats attribute)":[[0,"genai.types.DistillationDataStats.training_dataset_stats",false]],"training_dataset_stats (genai.types.distillationdatastatsdict attribute)":[[0,"genai.types.DistillationDataStatsDict.training_dataset_stats",false]],"training_dataset_uri (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.fullfinetuningspec attribute)":[[0,"genai.types.FullFineTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.fullfinetuningspecdict attribute)":[[0,"genai.types.FullFineTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.partnermodeltuningspec attribute)":[[0,"genai.types.PartnerModelTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.partnermodeltuningspecdict attribute)":[[0,"genai.types.PartnerModelTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.training_dataset_uri",false]],"training_dataset_uri (genai.types.veotuningspec attribute)":[[0,"genai.types.VeoTuningSpec.training_dataset_uri",false]],"training_dataset_uri (genai.types.veotuningspecdict attribute)":[[0,"genai.types.VeoTuningSpecDict.training_dataset_uri",false]],"transcriptiondict (class in genai.types)":[[0,"genai.types.TranscriptionDict",false]],"translation_config (genai.types.generationconfig attribute)":[[0,"genai.types.GenerationConfig.translation_config",false]],"translation_config (genai.types.generationconfigdict attribute)":[[0,"genai.types.GenerationConfigDict.translation_config",false]],"translation_config (genai.types.liveconnectconfig attribute)":[[0,"genai.types.LiveConnectConfig.translation_config",false]],"translation_config (genai.types.liveconnectconfigdict attribute)":[[0,"genai.types.LiveConnectConfigDict.translation_config",false]],"translationconfigdict (class in genai.types)":[[0,"genai.types.TranslationConfigDict",false]],"transparent (genai.types.sessionresumptionconfig attribute)":[[0,"genai.types.SessionResumptionConfig.transparent",false]],"transparent (genai.types.sessionresumptionconfigdict attribute)":[[0,"genai.types.SessionResumptionConfigDict.transparent",false]],"trigger_tokens (genai.types.contextwindowcompressionconfig attribute)":[[0,"genai.types.ContextWindowCompressionConfig.trigger_tokens",false]],"trigger_tokens (genai.types.contextwindowcompressionconfigdict attribute)":[[0,"genai.types.ContextWindowCompressionConfigDict.trigger_tokens",false]],"triggers (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.triggers",false]],"triggers (genai.client.client property)":[[0,"genai.client.Client.triggers",false]],"truncated (genai.types.contentembeddingstatistics attribute)":[[0,"genai.types.ContentEmbeddingStatistics.truncated",false]],"truncated (genai.types.contentembeddingstatisticsdict attribute)":[[0,"genai.types.ContentEmbeddingStatisticsDict.truncated",false]],"truncated_example_indices (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.truncated_example_indices",false]],"truncated_example_indices (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.truncated_example_indices",false]],"ttl (genai.types.createcachedcontentconfig attribute)":[[0,"genai.types.CreateCachedContentConfig.ttl",false]],"ttl (genai.types.createcachedcontentconfigdict attribute)":[[0,"genai.types.CreateCachedContentConfigDict.ttl",false]],"ttl (genai.types.updatecachedcontentconfig attribute)":[[0,"genai.types.UpdateCachedContentConfig.ttl",false]],"ttl (genai.types.updatecachedcontentconfigdict attribute)":[[0,"genai.types.UpdateCachedContentConfigDict.ttl",false]],"tune() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.tune",false]],"tune() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.tune",false]],"tuned_model (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuned_model",false]],"tuned_model (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuned_model",false]],"tuned_model_display_name (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.tuned_model_display_name",false]],"tuned_model_display_name (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.tuned_model_display_name",false]],"tuned_model_display_name (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuned_model_display_name",false]],"tuned_model_display_name (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuned_model_display_name",false]],"tuned_model_info (genai.types.model attribute)":[[0,"genai.types.Model.tuned_model_info",false]],"tuned_model_info (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.tuned_model_info",false]],"tuned_model_name (genai.types.pretunedmodel attribute)":[[0,"genai.types.PreTunedModel.tuned_model_name",false]],"tuned_model_name (genai.types.pretunedmodeldict attribute)":[[0,"genai.types.PreTunedModelDict.tuned_model_name",false]],"tuned_teacher_model_source (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.tuned_teacher_model_source",false]],"tuned_teacher_model_source (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.tuned_teacher_model_source",false]],"tunedmodelcheckpointdict (class in genai.types)":[[0,"genai.types.TunedModelCheckpointDict",false]],"tunedmodeldict (class in genai.types)":[[0,"genai.types.TunedModelDict",false]],"tunedmodelinfodict (class in genai.types)":[[0,"genai.types.TunedModelInfoDict",false]],"tuning_data_stats (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuning_data_stats",false]],"tuning_data_stats (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuning_data_stats",false]],"tuning_dataset_example_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.tuning_dataset_example_count",false]],"tuning_dataset_example_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.tuning_dataset_example_count",false]],"tuning_job_metadata (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuning_job_metadata",false]],"tuning_job_metadata (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuning_job_metadata",false]],"tuning_job_state (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.tuning_job_state",false]],"tuning_job_state (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.tuning_job_state",false]],"tuning_job_state_post_processing (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_POST_PROCESSING",false]],"tuning_job_state_processing_dataset (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_PROCESSING_DATASET",false]],"tuning_job_state_tuning (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_TUNING",false]],"tuning_job_state_unspecified (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_UNSPECIFIED",false]],"tuning_job_state_waiting_for_capacity (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_WAITING_FOR_CAPACITY",false]],"tuning_job_state_waiting_for_quota (genai.types.tuningjobstate attribute)":[[0,"genai.types.TuningJobState.TUNING_JOB_STATE_WAITING_FOR_QUOTA",false]],"tuning_jobs (genai.types.listtuningjobsresponse attribute)":[[0,"genai.types.ListTuningJobsResponse.tuning_jobs",false]],"tuning_jobs (genai.types.listtuningjobsresponsedict attribute)":[[0,"genai.types.ListTuningJobsResponseDict.tuning_jobs",false]],"tuning_mode (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.tuning_mode",false]],"tuning_mode (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.tuning_mode",false]],"tuning_mode (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.tuning_mode",false]],"tuning_mode (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.tuning_mode",false]],"tuning_mode (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.tuning_mode",false]],"tuning_mode (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.tuning_mode",false]],"tuning_mode_full (genai.types.tuningmode attribute)":[[0,"genai.types.TuningMode.TUNING_MODE_FULL",false]],"tuning_mode_peft_adapter (genai.types.tuningmode attribute)":[[0,"genai.types.TuningMode.TUNING_MODE_PEFT_ADAPTER",false]],"tuning_mode_unspecified (genai.types.tuningmode attribute)":[[0,"genai.types.TuningMode.TUNING_MODE_UNSPECIFIED",false]],"tuning_speed (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.tuning_speed",false]],"tuning_speed (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.tuning_speed",false]],"tuning_speed_unspecified (genai.types.tuningspeed attribute)":[[0,"genai.types.TuningSpeed.TUNING_SPEED_UNSPECIFIED",false]],"tuning_step_count (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.tuning_step_count",false]],"tuning_step_count (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.tuning_step_count",false]],"tuning_step_count (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.tuning_step_count",false]],"tuning_step_count (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.tuning_step_count",false]],"tuning_step_count (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.tuning_step_count",false]],"tuning_step_count (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.tuning_step_count",false]],"tuning_task (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.tuning_task",false]],"tuning_task (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.tuning_task",false]],"tuning_task_i2v (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_I2V",false]],"tuning_task_r2v (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_R2V",false]],"tuning_task_t2v (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_T2V",false]],"tuning_task_unspecified (genai.types.tuningtask attribute)":[[0,"genai.types.TuningTask.TUNING_TASK_UNSPECIFIED",false]],"tuningdatasetdict (class in genai.types)":[[0,"genai.types.TuningDatasetDict",false]],"tuningdatastatsdict (class in genai.types)":[[0,"genai.types.TuningDataStatsDict",false]],"tuningexampledict (class in genai.types)":[[0,"genai.types.TuningExampleDict",false]],"tuningjobdict (class in genai.types)":[[0,"genai.types.TuningJobDict",false]],"tuningjobmetadatadict (class in genai.types)":[[0,"genai.types.TuningJobMetadataDict",false]],"tuningjobstate (class in genai.types)":[[0,"genai.types.TuningJobState",false]],"tuningmethod (class in genai.types)":[[0,"genai.types.TuningMethod",false]],"tuningmode (class in genai.types)":[[0,"genai.types.TuningMode",false]],"tuningoperationdict (class in genai.types)":[[0,"genai.types.TuningOperationDict",false]],"tunings (class in genai.tunings)":[[0,"genai.tunings.Tunings",false]],"tunings (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.tunings",false]],"tunings (genai.client.client property)":[[0,"genai.client.Client.tunings",false]],"tuningspeed (class in genai.types)":[[0,"genai.types.TuningSpeed",false]],"tuningtask (class in genai.types)":[[0,"genai.types.TuningTask",false]],"tuningvalidationdatasetdict (class in genai.types)":[[0,"genai.types.TuningValidationDatasetDict",false]],"turn_complete (genai.types.liveclientcontent attribute)":[[0,"genai.types.LiveClientContent.turn_complete",false]],"turn_complete (genai.types.liveclientcontentdict attribute)":[[0,"genai.types.LiveClientContentDict.turn_complete",false]],"turn_complete (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.turn_complete",false]],"turn_complete (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.turn_complete",false]],"turn_complete_reason (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.turn_complete_reason",false]],"turn_complete_reason (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.turn_complete_reason",false]],"turn_complete_reason_unspecified (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.TURN_COMPLETE_REASON_UNSPECIFIED",false]],"turn_coverage (genai.types.realtimeinputconfig attribute)":[[0,"genai.types.RealtimeInputConfig.turn_coverage",false]],"turn_coverage (genai.types.realtimeinputconfigdict attribute)":[[0,"genai.types.RealtimeInputConfigDict.turn_coverage",false]],"turn_coverage_unspecified (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_COVERAGE_UNSPECIFIED",false]],"turn_includes_all_input (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_INCLUDES_ALL_INPUT",false]],"turn_includes_audio_activity_and_all_video (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO",false]],"turn_includes_only_activity (genai.types.turncoverage attribute)":[[0,"genai.types.TurnCoverage.TURN_INCLUDES_ONLY_ACTIVITY",false]],"turncompletereason (class in genai.types)":[[0,"genai.types.TurnCompleteReason",false]],"turncoverage (class in genai.types)":[[0,"genai.types.TurnCoverage",false]],"turns (genai.types.liveclientcontent attribute)":[[0,"genai.types.LiveClientContent.turns",false]],"turns (genai.types.liveclientcontentdict attribute)":[[0,"genai.types.LiveClientContentDict.turns",false]],"type (class in genai.types)":[[0,"genai.types.Type",false]],"type (genai.types.computationbasedmetricspec attribute)":[[0,"genai.types.ComputationBasedMetricSpec.type",false]],"type (genai.types.computationbasedmetricspecdict attribute)":[[0,"genai.types.ComputationBasedMetricSpecDict.type",false]],"type (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.type",false]],"type (genai.types.schema attribute)":[[0,"genai.types.Schema.type",false]],"type (genai.types.schemadict attribute)":[[0,"genai.types.SchemaDict.type",false]],"type_unspecified (genai.types.type attribute)":[[0,"genai.types.Type.TYPE_UNSPECIFIED",false]],"type_unspecified (genai.types.voiceactivitytype attribute)":[[0,"genai.types.VoiceActivityType.TYPE_UNSPECIFIED",false]],"unexpected_tool_call (genai.types.finishreason attribute)":[[0,"genai.types.FinishReason.UNEXPECTED_TOOL_CALL",false]],"unifiedmetricdict (class in genai.types)":[[0,"genai.types.UnifiedMetricDict",false]],"unique_items (genai.types.jsonschema attribute)":[[0,"genai.types.JSONSchema.unique_items",false]],"unsafe_prompt_for_image_generation (genai.types.turncompletereason attribute)":[[0,"genai.types.TurnCompleteReason.UNSAFE_PROMPT_FOR_IMAGE_GENERATION",false]],"unspecified (genai.types.behavior attribute)":[[0,"genai.types.Behavior.UNSPECIFIED",false]],"unspecified (genai.types.servicetier attribute)":[[0,"genai.types.ServiceTier.UNSPECIFIED",false]],"unstable_experimental (genai.types.modelstage attribute)":[[0,"genai.types.ModelStage.UNSTABLE_EXPERIMENTAL",false]],"update() (genai._gaos.google_genai.asyncgemininextgentriggers method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.update",false]],"update() (genai._gaos.google_genai.asyncgemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.update",false]],"update() (genai._gaos.google_genai.gemininextgentriggers method)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.update",false]],"update() (genai._gaos.google_genai.gemininextgenwebhooks method)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.update",false]],"update() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.update",false]],"update() (genai.models.models method)":[[0,"genai.models.Models.update",false]],"update_time (genai.types.batchjob attribute)":[[0,"genai.types.BatchJob.update_time",false]],"update_time (genai.types.batchjobdict attribute)":[[0,"genai.types.BatchJobDict.update_time",false]],"update_time (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.update_time",false]],"update_time (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.update_time",false]],"update_time (genai.types.document attribute)":[[0,"genai.types.Document.update_time",false]],"update_time (genai.types.documentdict attribute)":[[0,"genai.types.DocumentDict.update_time",false]],"update_time (genai.types.file attribute)":[[0,"genai.types.File.update_time",false]],"update_time (genai.types.filedict attribute)":[[0,"genai.types.FileDict.update_time",false]],"update_time (genai.types.filesearchstore attribute)":[[0,"genai.types.FileSearchStore.update_time",false]],"update_time (genai.types.filesearchstoredict attribute)":[[0,"genai.types.FileSearchStoreDict.update_time",false]],"update_time (genai.types.tunedmodelinfo attribute)":[[0,"genai.types.TunedModelInfo.update_time",false]],"update_time (genai.types.tunedmodelinfodict attribute)":[[0,"genai.types.TunedModelInfoDict.update_time",false]],"update_time (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.update_time",false]],"update_time (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.update_time",false]],"updatecachedcontentconfigdict (class in genai.types)":[[0,"genai.types.UpdateCachedContentConfigDict",false]],"updatemodelconfigdict (class in genai.types)":[[0,"genai.types.UpdateModelConfigDict",false]],"uploaded (genai.types.filesource attribute)":[[0,"genai.types.FileSource.UPLOADED",false]],"uploadfileconfigdict (class in genai.types)":[[0,"genai.types.UploadFileConfigDict",false]],"uploadtofilesearchstoreconfigdict (class in genai.types)":[[0,"genai.types.UploadToFileSearchStoreConfigDict",false]],"uploadtofilesearchstoreresponsedict (class in genai.types)":[[0,"genai.types.UploadToFileSearchStoreResponseDict",false]],"uploadtofilesearchstoreresumableresponsedict (class in genai.types)":[[0,"genai.types.UploadToFileSearchStoreResumableResponseDict",false]],"upscale_factor (genai.types.upscaleimageparameters attribute)":[[0,"genai.types.UpscaleImageParameters.upscale_factor",false]],"upscale_factor (genai.types.upscaleimageparametersdict attribute)":[[0,"genai.types.UpscaleImageParametersDict.upscale_factor",false]],"upscale_image() (genai.models.asyncmodels method)":[[0,"genai.models.AsyncModels.upscale_image",false]],"upscale_image() (genai.models.models method)":[[0,"genai.models.Models.upscale_image",false]],"upscaleimageconfigdict (class in genai.types)":[[0,"genai.types.UpscaleImageConfigDict",false]],"upscaleimageparametersdict (class in genai.types)":[[0,"genai.types.UpscaleImageParametersDict",false]],"upscaleimageresponsedict (class in genai.types)":[[0,"genai.types.UpscaleImageResponseDict",false]],"uri (genai.types.citation attribute)":[[0,"genai.types.Citation.uri",false]],"uri (genai.types.citationdict attribute)":[[0,"genai.types.CitationDict.uri",false]],"uri (genai.types.delivery attribute)":[[0,"genai.types.Delivery.URI",false]],"uri (genai.types.file attribute)":[[0,"genai.types.File.uri",false]],"uri (genai.types.filedict attribute)":[[0,"genai.types.FileDict.uri",false]],"uri (genai.types.groundingchunkmaps attribute)":[[0,"genai.types.GroundingChunkMaps.uri",false]],"uri (genai.types.groundingchunkmapsdict attribute)":[[0,"genai.types.GroundingChunkMapsDict.uri",false]],"uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattribution attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution.uri",false]],"uri (genai.types.groundingchunkmapsplaceanswersourcesauthorattributiondict attribute)":[[0,"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict.uri",false]],"uri (genai.types.groundingchunkretrievedcontext attribute)":[[0,"genai.types.GroundingChunkRetrievedContext.uri",false]],"uri (genai.types.groundingchunkretrievedcontextdict attribute)":[[0,"genai.types.GroundingChunkRetrievedContextDict.uri",false]],"uri (genai.types.groundingchunkweb attribute)":[[0,"genai.types.GroundingChunkWeb.uri",false]],"uri (genai.types.groundingchunkwebdict attribute)":[[0,"genai.types.GroundingChunkWebDict.uri",false]],"uri (genai.types.video attribute)":[[0,"genai.types.Video.uri",false]],"uri (genai.types.videodict attribute)":[[0,"genai.types.VideoDict.uri",false]],"uris (genai.types.gcssource attribute)":[[0,"genai.types.GcsSource.uris",false]],"uris (genai.types.gcssourcedict attribute)":[[0,"genai.types.GcsSourceDict.uris",false]],"uris (genai.types.webhookconfig attribute)":[[0,"genai.types.WebhookConfig.uris",false]],"uris (genai.types.webhookconfigdict attribute)":[[0,"genai.types.WebhookConfigDict.uris",false]],"url (genai.types.replayrequest attribute)":[[0,"genai.types.ReplayRequest.url",false]],"url (genai.types.replayrequestdict attribute)":[[0,"genai.types.ReplayRequestDict.url",false]],"url (genai.types.streamablehttptransport attribute)":[[0,"genai.types.StreamableHttpTransport.url",false]],"url (genai.types.streamablehttptransportdict attribute)":[[0,"genai.types.StreamableHttpTransportDict.url",false]],"url_context (genai.types.tool attribute)":[[0,"genai.types.Tool.url_context",false]],"url_context (genai.types.tooldict attribute)":[[0,"genai.types.ToolDict.url_context",false]],"url_context (genai.types.tooltype attribute)":[[0,"genai.types.ToolType.URL_CONTEXT",false]],"url_context_metadata (genai.types.candidate attribute)":[[0,"genai.types.Candidate.url_context_metadata",false]],"url_context_metadata (genai.types.candidatedict attribute)":[[0,"genai.types.CandidateDict.url_context_metadata",false]],"url_context_metadata (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.url_context_metadata",false]],"url_context_metadata (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.url_context_metadata",false]],"url_metadata (genai.types.urlcontextmetadata attribute)":[[0,"genai.types.UrlContextMetadata.url_metadata",false]],"url_metadata (genai.types.urlcontextmetadatadict attribute)":[[0,"genai.types.UrlContextMetadataDict.url_metadata",false]],"url_retrieval_status (genai.types.urlmetadata attribute)":[[0,"genai.types.UrlMetadata.url_retrieval_status",false]],"url_retrieval_status (genai.types.urlmetadatadict attribute)":[[0,"genai.types.UrlMetadataDict.url_retrieval_status",false]],"url_retrieval_status_error (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_ERROR",false]],"url_retrieval_status_paywall (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_PAYWALL",false]],"url_retrieval_status_success (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_SUCCESS",false]],"url_retrieval_status_unsafe (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_UNSAFE",false]],"url_retrieval_status_unspecified (genai.types.urlretrievalstatus attribute)":[[0,"genai.types.UrlRetrievalStatus.URL_RETRIEVAL_STATUS_UNSPECIFIED",false]],"urlcontextdict (class in genai.types)":[[0,"genai.types.UrlContextDict",false]],"urlcontextmetadatadict (class in genai.types)":[[0,"genai.types.UrlContextMetadataDict",false]],"urlmetadatadict (class in genai.types)":[[0,"genai.types.UrlMetadataDict",false]],"urlretrievalstatus (class in genai.types)":[[0,"genai.types.UrlRetrievalStatus",false]],"usage_metadata (genai.types.cachedcontent attribute)":[[0,"genai.types.CachedContent.usage_metadata",false]],"usage_metadata (genai.types.cachedcontentdict attribute)":[[0,"genai.types.CachedContentDict.usage_metadata",false]],"usage_metadata (genai.types.generatecontentresponse attribute)":[[0,"genai.types.GenerateContentResponse.usage_metadata",false]],"usage_metadata (genai.types.generatecontentresponsedict attribute)":[[0,"genai.types.GenerateContentResponseDict.usage_metadata",false]],"usage_metadata (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.usage_metadata",false]],"usage_metadata (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.usage_metadata",false]],"usagemetadatadict (class in genai.types)":[[0,"genai.types.UsageMetadataDict",false]],"use_effective_order (genai.types.bleuspec attribute)":[[0,"genai.types.BleuSpec.use_effective_order",false]],"use_effective_order (genai.types.bleuspecdict attribute)":[[0,"genai.types.BleuSpecDict.use_effective_order",false]],"use_stemmer (genai.types.rougespec attribute)":[[0,"genai.types.RougeSpec.use_stemmer",false]],"use_stemmer (genai.types.rougespecdict attribute)":[[0,"genai.types.RougeSpecDict.use_stemmer",false]],"user_consent_management (genai.types.safetypolicy attribute)":[[0,"genai.types.SafetyPolicy.USER_CONSENT_MANAGEMENT",false]],"user_dataset_examples (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_dataset_examples",false]],"user_dataset_examples (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_dataset_examples",false]],"user_dataset_examples (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.user_dataset_examples",false]],"user_dataset_examples (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.user_dataset_examples",false]],"user_dataset_examples (genai.types.reinforcementtuninguserdatasetexamples attribute)":[[0,"genai.types.ReinforcementTuningUserDatasetExamples.user_dataset_examples",false]],"user_dataset_examples (genai.types.reinforcementtuninguserdatasetexamplesdict attribute)":[[0,"genai.types.ReinforcementTuningUserDatasetExamplesDict.user_dataset_examples",false]],"user_dataset_examples (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_dataset_examples",false]],"user_dataset_examples (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_dataset_examples",false]],"user_input_token_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_input_token_distribution",false]],"user_input_token_distribution (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_input_token_distribution",false]],"user_message_per_example_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_message_per_example_distribution",false]],"user_message_per_example_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_message_per_example_distribution",false]],"user_message_per_example_distribution (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_message_per_example_distribution",false]],"user_message_per_example_distribution (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_message_per_example_distribution",false]],"user_metadata (genai.types.webhookconfig attribute)":[[0,"genai.types.WebhookConfig.user_metadata",false]],"user_metadata (genai.types.webhookconfigdict attribute)":[[0,"genai.types.WebhookConfigDict.user_metadata",false]],"user_output_token_distribution (genai.types.datasetstats attribute)":[[0,"genai.types.DatasetStats.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.datasetstatsdict attribute)":[[0,"genai.types.DatasetStatsDict.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.preferenceoptimizationdatastats attribute)":[[0,"genai.types.PreferenceOptimizationDataStats.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.preferenceoptimizationdatastatsdict attribute)":[[0,"genai.types.PreferenceOptimizationDataStatsDict.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.supervisedtuningdatastats attribute)":[[0,"genai.types.SupervisedTuningDataStats.user_output_token_distribution",false]],"user_output_token_distribution (genai.types.supervisedtuningdatastatsdict attribute)":[[0,"genai.types.SupervisedTuningDataStatsDict.user_output_token_distribution",false]],"user_requested_aux_info (genai.types.reinforcementtuningrewardinfo attribute)":[[0,"genai.types.ReinforcementTuningRewardInfo.user_requested_aux_info",false]],"user_requested_aux_info (genai.types.reinforcementtuningrewardinfodict attribute)":[[0,"genai.types.ReinforcementTuningRewardInfoDict.user_requested_aux_info",false]],"uses (genai.types.authtoken attribute)":[[0,"genai.types.AuthToken.uses",false]],"uses (genai.types.authtokendict attribute)":[[0,"genai.types.AuthTokenDict.uses",false]],"uses (genai.types.createauthtokenconfig attribute)":[[0,"genai.types.CreateAuthTokenConfig.uses",false]],"uses (genai.types.createauthtokenconfigdict attribute)":[[0,"genai.types.CreateAuthTokenConfigDict.uses",false]],"vad_signal_type (genai.types.voiceactivitydetectionsignal attribute)":[[0,"genai.types.VoiceActivityDetectionSignal.vad_signal_type",false]],"vad_signal_type (genai.types.voiceactivitydetectionsignaldict attribute)":[[0,"genai.types.VoiceActivityDetectionSignalDict.vad_signal_type",false]],"vad_signal_type_eos (genai.types.vadsignaltype attribute)":[[0,"genai.types.VadSignalType.VAD_SIGNAL_TYPE_EOS",false]],"vad_signal_type_sos (genai.types.vadsignaltype attribute)":[[0,"genai.types.VadSignalType.VAD_SIGNAL_TYPE_SOS",false]],"vad_signal_type_unspecified (genai.types.vadsignaltype attribute)":[[0,"genai.types.VadSignalType.VAD_SIGNAL_TYPE_UNSPECIFIED",false]],"vadsignaltype (class in genai.types)":[[0,"genai.types.VadSignalType",false]],"validate_name() (genai.types.metric method)":[[0,"genai.types.Metric.validate_name",false]],"validate_reward() (genai.tunings.asynctunings method)":[[0,"genai.tunings.AsyncTunings.validate_reward",false]],"validate_reward() (genai.tunings.tunings method)":[[0,"genai.tunings.Tunings.validate_reward",false]],"validated (genai.types.functioncallingconfigmode attribute)":[[0,"genai.types.FunctionCallingConfigMode.VALIDATED",false]],"validaterewardconfigdict (class in genai.types)":[[0,"genai.types.ValidateRewardConfigDict",false]],"validaterewardresponsedict (class in genai.types)":[[0,"genai.types.ValidateRewardResponseDict",false]],"validation_dataset (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.validation_dataset",false]],"validation_dataset (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.validation_dataset",false]],"validation_dataset_uri (genai.types.createtuningjobconfig attribute)":[[0,"genai.types.CreateTuningJobConfig.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.createtuningjobconfigdict attribute)":[[0,"genai.types.CreateTuningJobConfigDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationsamplingspec attribute)":[[0,"genai.types.DistillationSamplingSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationsamplingspecdict attribute)":[[0,"genai.types.DistillationSamplingSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationspec attribute)":[[0,"genai.types.DistillationSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.distillationspecdict attribute)":[[0,"genai.types.DistillationSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.fullfinetuningspec attribute)":[[0,"genai.types.FullFineTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.fullfinetuningspecdict attribute)":[[0,"genai.types.FullFineTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.partnermodeltuningspec attribute)":[[0,"genai.types.PartnerModelTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.partnermodeltuningspecdict attribute)":[[0,"genai.types.PartnerModelTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.preferenceoptimizationspec attribute)":[[0,"genai.types.PreferenceOptimizationSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.preferenceoptimizationspecdict attribute)":[[0,"genai.types.PreferenceOptimizationSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.reinforcementtuningspec attribute)":[[0,"genai.types.ReinforcementTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.reinforcementtuningspecdict attribute)":[[0,"genai.types.ReinforcementTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.supervisedtuningspec attribute)":[[0,"genai.types.SupervisedTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.supervisedtuningspecdict attribute)":[[0,"genai.types.SupervisedTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veotuningspec attribute)":[[0,"genai.types.VeoTuningSpec.validation_dataset_uri",false]],"validation_dataset_uri (genai.types.veotuningspecdict attribute)":[[0,"genai.types.VeoTuningSpecDict.validation_dataset_uri",false]],"value_string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpression attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression.value_string_match_expression",false]],"value_string_match_expression (genai.types.reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict.value_string_match_expression",false]],"values (genai.types.contentembedding attribute)":[[0,"genai.types.ContentEmbedding.values",false]],"values (genai.types.groundingchunkstringlist attribute)":[[0,"genai.types.GroundingChunkStringList.values",false]],"values (genai.types.stringlist attribute)":[[0,"genai.types.StringList.values",false]],"variance (genai.types.aggregationmetric attribute)":[[0,"genai.types.AggregationMetric.VARIANCE",false]],"vector_distance_threshold (genai.types.ragretrievalconfigfilter attribute)":[[0,"genai.types.RagRetrievalConfigFilter.vector_distance_threshold",false]],"vector_distance_threshold (genai.types.ragretrievalconfigfilterdict attribute)":[[0,"genai.types.RagRetrievalConfigFilterDict.vector_distance_threshold",false]],"vector_distance_threshold (genai.types.vertexragstore attribute)":[[0,"genai.types.VertexRagStore.vector_distance_threshold",false]],"vector_distance_threshold (genai.types.vertexragstoredict attribute)":[[0,"genai.types.VertexRagStoreDict.vector_distance_threshold",false]],"vector_similarity_threshold (genai.types.ragretrievalconfigfilter attribute)":[[0,"genai.types.RagRetrievalConfigFilter.vector_similarity_threshold",false]],"vector_similarity_threshold (genai.types.ragretrievalconfigfilterdict attribute)":[[0,"genai.types.RagRetrievalConfigFilterDict.vector_similarity_threshold",false]],"veo_data_mixture_ratio (genai.types.veohyperparameters attribute)":[[0,"genai.types.VeoHyperParameters.veo_data_mixture_ratio",false]],"veo_data_mixture_ratio (genai.types.veohyperparametersdict attribute)":[[0,"genai.types.VeoHyperParametersDict.veo_data_mixture_ratio",false]],"veo_lora_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.veo_lora_tuning_spec",false]],"veo_lora_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.veo_lora_tuning_spec",false]],"veo_tuning_spec (genai.types.tuningjob attribute)":[[0,"genai.types.TuningJob.veo_tuning_spec",false]],"veo_tuning_spec (genai.types.tuningjobdict attribute)":[[0,"genai.types.TuningJobDict.veo_tuning_spec",false]],"veohyperparametersdict (class in genai.types)":[[0,"genai.types.VeoHyperParametersDict",false]],"veoloratuningspecdict (class in genai.types)":[[0,"genai.types.VeoLoraTuningSpecDict",false]],"veotuningspecdict (class in genai.types)":[[0,"genai.types.VeoTuningSpecDict",false]],"verbatim (genai.types.audiotranscriptionconfigmode attribute)":[[0,"genai.types.AudioTranscriptionConfigMode.VERBATIM",false]],"version (genai.types.model attribute)":[[0,"genai.types.Model.version",false]],"version (genai.types.modeldict attribute)":[[0,"genai.types.ModelDict.version",false]],"vertex_ai_search (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.vertex_ai_search",false]],"vertex_ai_search (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.vertex_ai_search",false]],"vertex_dataset (genai.types.batchjobdestination attribute)":[[0,"genai.types.BatchJobDestination.vertex_dataset",false]],"vertex_dataset (genai.types.batchjobdestinationdict attribute)":[[0,"genai.types.BatchJobDestinationDict.vertex_dataset",false]],"vertex_dataset_name (genai.types.batchjobsource attribute)":[[0,"genai.types.BatchJobSource.vertex_dataset_name",false]],"vertex_dataset_name (genai.types.batchjobsourcedict attribute)":[[0,"genai.types.BatchJobSourceDict.vertex_dataset_name",false]],"vertex_dataset_resource (genai.types.tuningdataset attribute)":[[0,"genai.types.TuningDataset.vertex_dataset_resource",false]],"vertex_dataset_resource (genai.types.tuningdatasetdict attribute)":[[0,"genai.types.TuningDatasetDict.vertex_dataset_resource",false]],"vertex_dataset_resource (genai.types.tuningvalidationdataset attribute)":[[0,"genai.types.TuningValidationDataset.vertex_dataset_resource",false]],"vertex_dataset_resource (genai.types.tuningvalidationdatasetdict attribute)":[[0,"genai.types.TuningValidationDatasetDict.vertex_dataset_resource",false]],"vertex_multimodal_dataset_name (genai.types.batchjoboutputinfo attribute)":[[0,"genai.types.BatchJobOutputInfo.vertex_multimodal_dataset_name",false]],"vertex_multimodal_dataset_name (genai.types.batchjoboutputinfodict attribute)":[[0,"genai.types.BatchJobOutputInfoDict.vertex_multimodal_dataset_name",false]],"vertex_rag_store (genai.types.retrieval attribute)":[[0,"genai.types.Retrieval.vertex_rag_store",false]],"vertex_rag_store (genai.types.retrievaldict attribute)":[[0,"genai.types.RetrievalDict.vertex_rag_store",false]],"vertexai (genai.client.client attribute)":[[0,"genai.client.Client.vertexai",false]],"vertexai (genai.client.client property)":[[0,"id6",false]],"vertexaisearchdatastorespecdict (class in genai.types)":[[0,"genai.types.VertexAISearchDataStoreSpecDict",false]],"vertexaisearchdict (class in genai.types)":[[0,"genai.types.VertexAISearchDict",false]],"vertexmultimodaldatasetdestinationdict (class in genai.types)":[[0,"genai.types.VertexMultimodalDatasetDestinationDict",false]],"vertexragstoredict (class in genai.types)":[[0,"genai.types.VertexRagStoreDict",false]],"vertexragstoreragresourcedict (class in genai.types)":[[0,"genai.types.VertexRagStoreRagResourceDict",false]],"video (genai.types.generatedvideo attribute)":[[0,"genai.types.GeneratedVideo.video",false]],"video (genai.types.generatedvideodict attribute)":[[0,"genai.types.GeneratedVideoDict.video",false]],"video (genai.types.generatevideossource attribute)":[[0,"genai.types.GenerateVideosSource.video",false]],"video (genai.types.generatevideossourcedict attribute)":[[0,"genai.types.GenerateVideosSourceDict.video",false]],"video (genai.types.liveclientrealtimeinput attribute)":[[0,"genai.types.LiveClientRealtimeInput.video",false]],"video (genai.types.liveclientrealtimeinputdict attribute)":[[0,"genai.types.LiveClientRealtimeInputDict.video",false]],"video (genai.types.livesendrealtimeinputparameters attribute)":[[0,"genai.types.LiveSendRealtimeInputParameters.video",false]],"video (genai.types.livesendrealtimeinputparametersdict attribute)":[[0,"genai.types.LiveSendRealtimeInputParametersDict.video",false]],"video (genai.types.mediamodality attribute)":[[0,"genai.types.MediaModality.VIDEO",false]],"video (genai.types.modality attribute)":[[0,"genai.types.Modality.VIDEO",false]],"video (genai.types.responseformat attribute)":[[0,"genai.types.ResponseFormat.video",false]],"video (genai.types.responseformatdict attribute)":[[0,"genai.types.ResponseFormatDict.video",false]],"video_bitrate_bps (genai.types.avatarconfig attribute)":[[0,"genai.types.AvatarConfig.video_bitrate_bps",false]],"video_bitrate_bps (genai.types.avatarconfigdict attribute)":[[0,"genai.types.AvatarConfigDict.video_bitrate_bps",false]],"video_bytes (genai.types.video attribute)":[[0,"genai.types.Video.video_bytes",false]],"video_bytes (genai.types.videodict attribute)":[[0,"genai.types.VideoDict.video_bytes",false]],"video_duration_seconds (genai.types.cachedcontentusagemetadata attribute)":[[0,"genai.types.CachedContentUsageMetadata.video_duration_seconds",false]],"video_duration_seconds (genai.types.cachedcontentusagemetadatadict attribute)":[[0,"genai.types.CachedContentUsageMetadataDict.video_duration_seconds",false]],"video_metadata (genai.types.file attribute)":[[0,"genai.types.File.video_metadata",false]],"video_metadata (genai.types.filedict attribute)":[[0,"genai.types.FileDict.video_metadata",false]],"video_metadata (genai.types.part attribute)":[[0,"genai.types.Part.video_metadata",false]],"video_metadata (genai.types.partdict attribute)":[[0,"genai.types.PartDict.video_metadata",false]],"video_orientation (genai.types.veoloratuningspec attribute)":[[0,"genai.types.VeoLoraTuningSpec.video_orientation",false]],"video_orientation (genai.types.veoloratuningspecdict attribute)":[[0,"genai.types.VeoLoraTuningSpecDict.video_orientation",false]],"video_orientation_unspecified (genai.types.videoorientation attribute)":[[0,"genai.types.VideoOrientation.VIDEO_ORIENTATION_UNSPECIFIED",false]],"videocompressionquality (class in genai.types)":[[0,"genai.types.VideoCompressionQuality",false]],"videodict (class in genai.types)":[[0,"genai.types.VideoDict",false]],"videogenerationmaskdict (class in genai.types)":[[0,"genai.types.VideoGenerationMaskDict",false]],"videogenerationmaskmode (class in genai.types)":[[0,"genai.types.VideoGenerationMaskMode",false]],"videogenerationreferenceimagedict (class in genai.types)":[[0,"genai.types.VideoGenerationReferenceImageDict",false]],"videogenerationreferencetype (class in genai.types)":[[0,"genai.types.VideoGenerationReferenceType",false]],"videometadatadict (class in genai.types)":[[0,"genai.types.VideoMetadataDict",false]],"videoorientation (class in genai.types)":[[0,"genai.types.VideoOrientation",false]],"videoresponseformatdict (class in genai.types)":[[0,"genai.types.VideoResponseFormatDict",false]],"vocalization (genai.types.musicgenerationmode attribute)":[[0,"genai.types.MusicGenerationMode.VOCALIZATION",false]],"voice_activity (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.voice_activity",false]],"voice_activity (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.voice_activity",false]],"voice_activity_detection_signal (genai.types.liveservermessage attribute)":[[0,"genai.types.LiveServerMessage.voice_activity_detection_signal",false]],"voice_activity_detection_signal (genai.types.liveservermessagedict attribute)":[[0,"genai.types.LiveServerMessageDict.voice_activity_detection_signal",false]],"voice_activity_type (genai.types.voiceactivity attribute)":[[0,"genai.types.VoiceActivity.voice_activity_type",false]],"voice_activity_type (genai.types.voiceactivitydict attribute)":[[0,"genai.types.VoiceActivityDict.voice_activity_type",false]],"voice_config (genai.types.speakervoiceconfig attribute)":[[0,"genai.types.SpeakerVoiceConfig.voice_config",false]],"voice_config (genai.types.speakervoiceconfigdict attribute)":[[0,"genai.types.SpeakerVoiceConfigDict.voice_config",false]],"voice_config (genai.types.speechconfig attribute)":[[0,"genai.types.SpeechConfig.voice_config",false]],"voice_config (genai.types.speechconfigdict attribute)":[[0,"genai.types.SpeechConfigDict.voice_config",false]],"voice_consent_signature (genai.types.liveserversetupcomplete attribute)":[[0,"genai.types.LiveServerSetupComplete.voice_consent_signature",false]],"voice_consent_signature (genai.types.liveserversetupcompletedict attribute)":[[0,"genai.types.LiveServerSetupCompleteDict.voice_consent_signature",false]],"voice_consent_signature (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.voice_consent_signature",false]],"voice_consent_signature (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.voice_consent_signature",false]],"voice_name (genai.types.prebuiltvoiceconfig attribute)":[[0,"genai.types.PrebuiltVoiceConfig.voice_name",false]],"voice_name (genai.types.prebuiltvoiceconfigdict attribute)":[[0,"genai.types.PrebuiltVoiceConfigDict.voice_name",false]],"voice_sample_audio (genai.types.replicatedvoiceconfig attribute)":[[0,"genai.types.ReplicatedVoiceConfig.voice_sample_audio",false]],"voice_sample_audio (genai.types.replicatedvoiceconfigdict attribute)":[[0,"genai.types.ReplicatedVoiceConfigDict.voice_sample_audio",false]],"voiceactivitydetectionsignaldict (class in genai.types)":[[0,"genai.types.VoiceActivityDetectionSignalDict",false]],"voiceactivitydict (class in genai.types)":[[0,"genai.types.VoiceActivityDict",false]],"voiceactivitytype (class in genai.types)":[[0,"genai.types.VoiceActivityType",false]],"voiceconfigdict (class in genai.types)":[[0,"genai.types.VoiceConfigDict",false]],"voiceconsentsignaturedict (class in genai.types)":[[0,"genai.types.VoiceConsentSignatureDict",false]],"voices (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.voices",false]],"voices (genai.client.client property)":[[0,"genai.client.Client.voices",false]],"waiting_for_input (genai.types.liveservercontent attribute)":[[0,"genai.types.LiveServerContent.waiting_for_input",false]],"waiting_for_input (genai.types.liveservercontentdict attribute)":[[0,"genai.types.LiveServerContentDict.waiting_for_input",false]],"web (genai.types.groundingchunk attribute)":[[0,"genai.types.GroundingChunk.web",false]],"web (genai.types.groundingchunkdict attribute)":[[0,"genai.types.GroundingChunkDict.web",false]],"web_search (genai.types.searchtypes attribute)":[[0,"genai.types.SearchTypes.web_search",false]],"web_search (genai.types.searchtypesdict attribute)":[[0,"genai.types.SearchTypesDict.web_search",false]],"web_search_queries (genai.types.groundingmetadata attribute)":[[0,"genai.types.GroundingMetadata.web_search_queries",false]],"web_search_queries (genai.types.groundingmetadatadict attribute)":[[0,"genai.types.GroundingMetadataDict.web_search_queries",false]],"webhook_config (genai.types.createbatchjobconfig attribute)":[[0,"genai.types.CreateBatchJobConfig.webhook_config",false]],"webhook_config (genai.types.createbatchjobconfigdict attribute)":[[0,"genai.types.CreateBatchJobConfigDict.webhook_config",false]],"webhook_config (genai.types.generatevideosconfig attribute)":[[0,"genai.types.GenerateVideosConfig.webhook_config",false]],"webhook_config (genai.types.generatevideosconfigdict attribute)":[[0,"genai.types.GenerateVideosConfigDict.webhook_config",false]],"webhookconfigdict (class in genai.types)":[[0,"genai.types.WebhookConfigDict",false]],"webhooks (genai.client.asyncclient property)":[[0,"genai.client.AsyncClient.webhooks",false]],"webhooks (genai.client.client property)":[[0,"genai.client.Client.webhooks",false]],"websearchdict (class in genai.types)":[[0,"genai.types.WebSearchDict",false]],"weight (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfig attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig.weight",false]],"weight (genai.types.compositereinforcementtuningrewardconfigweightedrewardconfigdict attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict.weight",false]],"weight (genai.types.weightedprompt attribute)":[[0,"genai.types.WeightedPrompt.weight",false]],"weight (genai.types.weightedpromptdict attribute)":[[0,"genai.types.WeightedPromptDict.weight",false]],"weighted_prompts (genai.types.livemusicclientcontent attribute)":[[0,"genai.types.LiveMusicClientContent.weighted_prompts",false]],"weighted_prompts (genai.types.livemusicclientcontentdict attribute)":[[0,"genai.types.LiveMusicClientContentDict.weighted_prompts",false]],"weighted_prompts (genai.types.livemusicsetweightedpromptsparameters attribute)":[[0,"genai.types.LiveMusicSetWeightedPromptsParameters.weighted_prompts",false]],"weighted_prompts (genai.types.livemusicsetweightedpromptsparametersdict attribute)":[[0,"genai.types.LiveMusicSetWeightedPromptsParametersDict.weighted_prompts",false]],"weighted_reward_configs (genai.types.compositereinforcementtuningrewardconfig attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfig.weighted_reward_configs",false]],"weighted_reward_configs (genai.types.compositereinforcementtuningrewardconfigdict attribute)":[[0,"genai.types.CompositeReinforcementTuningRewardConfigDict.weighted_reward_configs",false]],"weightedpromptdict (class in genai.types)":[[0,"genai.types.WeightedPromptDict",false]],"when_idle (genai.types.functionresponsescheduling attribute)":[[0,"genai.types.FunctionResponseScheduling.WHEN_IDLE",false]],"white_space_config (genai.types.chunkingconfig attribute)":[[0,"genai.types.ChunkingConfig.white_space_config",false]],"white_space_config (genai.types.chunkingconfigdict attribute)":[[0,"genai.types.ChunkingConfigDict.white_space_config",false]],"whitespaceconfigdict (class in genai.types)":[[0,"genai.types.WhiteSpaceConfigDict",false]],"will_continue (genai.types.functioncall attribute)":[[0,"genai.types.FunctionCall.will_continue",false]],"will_continue (genai.types.functioncalldict attribute)":[[0,"genai.types.FunctionCallDict.will_continue",false]],"will_continue (genai.types.functionresponse attribute)":[[0,"genai.types.FunctionResponse.will_continue",false]],"will_continue (genai.types.functionresponsedict attribute)":[[0,"genai.types.FunctionResponseDict.will_continue",false]],"will_continue (genai.types.partialarg attribute)":[[0,"genai.types.PartialArg.will_continue",false]],"will_continue (genai.types.partialargdict attribute)":[[0,"genai.types.PartialArgDict.will_continue",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgenagents property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgenenvironments property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgeninteractions property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgentriggers property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.asyncgemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgenagents property)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgenenvironments property)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgeninteractions property)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgentriggers property)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.with_raw_response",false]],"with_raw_response (genai._gaos.google_genai.gemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.with_raw_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgenagents property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenAgents.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgenenvironments property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgeninteractions property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenInteractions.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgentriggers property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenTriggers.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.asyncgemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgenagents property)":[[0,"genai._gaos.google_genai.GeminiNextGenAgents.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgenenvironments property)":[[0,"genai._gaos.google_genai.GeminiNextGenEnvironments.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgeninteractions property)":[[0,"genai._gaos.google_genai.GeminiNextGenInteractions.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgentriggers property)":[[0,"genai._gaos.google_genai.GeminiNextGenTriggers.with_streaming_response",false]],"with_streaming_response (genai._gaos.google_genai.gemininextgenwebhooks property)":[[0,"genai._gaos.google_genai.GeminiNextGenWebhooks.with_streaming_response",false]],"word (genai.types.wordinfo attribute)":[[0,"genai.types.WordInfo.word",false]],"word (genai.types.wordinfodict attribute)":[[0,"genai.types.WordInfoDict.word",false]],"word_timestamp (genai.types.audiotranscriptionconfig attribute)":[[0,"genai.types.AudioTranscriptionConfig.word_timestamp",false]],"word_timestamp (genai.types.audiotranscriptionconfigdict attribute)":[[0,"genai.types.AudioTranscriptionConfigDict.word_timestamp",false]],"wordinfodict (class in genai.types)":[[0,"genai.types.WordInfoDict",false]],"words (genai.types.transcription attribute)":[[0,"genai.types.Transcription.words",false]],"words (genai.types.transcriptiondict attribute)":[[0,"genai.types.TranscriptionDict.words",false]],"wrong_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorer attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer.wrong_answer_reward",false]],"wrong_answer_reward (genai.types.reinforcementtuningautoraterscorerexactmatchscorerdict attribute)":[[0,"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict.wrong_answer_reward",false]],"wrong_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorer attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorer.wrong_answer_reward",false]],"wrong_answer_reward (genai.types.reinforcementtuningstringmatchrewardscorerdict attribute)":[[0,"genai.types.ReinforcementTuningStringMatchRewardScorerDict.wrong_answer_reward",false]],"year (genai.types.googletypedate attribute)":[[0,"genai.types.GoogleTypeDate.year",false]],"year (genai.types.googletypedatedict attribute)":[[0,"genai.types.GoogleTypeDateDict.year",false]],"zh (genai.types.imagepromptlanguage attribute)":[[0,"genai.types.ImagePromptLanguage.zh",false]]},"objects":{"genai":[[0,4,0,"-","client"],[0,4,0,"-","live"],[0,4,0,"-","models"],[0,4,0,"-","tokens"],[0,4,0,"-","tunings"],[0,4,0,"-","types"]],"genai._gaos.google_genai":[[0,0,1,"","AsyncGeminiNextGenAgents"],[0,0,1,"","AsyncGeminiNextGenEnvironments"],[0,0,1,"","AsyncGeminiNextGenInteractions"],[0,0,1,"","AsyncGeminiNextGenTriggers"],[0,0,1,"","AsyncGeminiNextGenWebhooks"],[0,0,1,"","GeminiNextGenAgents"],[0,0,1,"","GeminiNextGenEnvironments"],[0,0,1,"","GeminiNextGenInteractions"],[0,0,1,"","GeminiNextGenTriggers"],[0,0,1,"","GeminiNextGenWebhooks"]],"genai._gaos.google_genai.AsyncGeminiNextGenAgents":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenEnvironments":[[0,1,1,"","create"],[0,1,1,"","create_environment"],[0,1,1,"","delete"],[0,1,1,"","delete_environment"],[0,3,1,"","files"],[0,1,1,"","get"],[0,1,1,"","get_environment"],[0,1,1,"","list"],[0,1,1,"","list_environments"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenInteractions":[[0,1,1,"","cancel"],[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenTriggers":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","list_executions"],[0,1,1,"","run"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.AsyncGeminiNextGenWebhooks":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","ping"],[0,1,1,"","rotate_signing_secret"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenAgents":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenEnvironments":[[0,1,1,"","create"],[0,1,1,"","create_environment"],[0,1,1,"","delete"],[0,1,1,"","delete_environment"],[0,3,1,"","files"],[0,1,1,"","get"],[0,1,1,"","get_environment"],[0,1,1,"","list"],[0,1,1,"","list_environments"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenInteractions":[[0,1,1,"","cancel"],[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenTriggers":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","list_executions"],[0,1,1,"","run"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai._gaos.google_genai.GeminiNextGenWebhooks":[[0,1,1,"","create"],[0,1,1,"","delete"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","ping"],[0,1,1,"","rotate_signing_secret"],[0,1,1,"","update"],[0,2,1,"","with_raw_response"],[0,2,1,"","with_streaming_response"]],"genai.client":[[0,0,1,"","AsyncClient"],[0,0,1,"","Client"],[0,5,1,"","DebugConfig"]],"genai.client.AsyncClient":[[0,1,1,"","aclose"],[0,2,1,"","agents"],[0,2,1,"","auth_tokens"],[0,2,1,"","batches"],[0,2,1,"","caches"],[0,2,1,"","chats"],[0,2,1,"","credentials"],[0,2,1,"","environments"],[0,2,1,"","file_search_stores"],[0,2,1,"","files"],[0,2,1,"","interactions"],[0,2,1,"","live"],[0,2,1,"","models"],[0,2,1,"","operations"],[0,2,1,"","triggers"],[0,2,1,"","tunings"],[0,2,1,"","voices"],[0,2,1,"","webhooks"]],"genai.client.Client":[[0,2,1,"","agents"],[0,2,1,"","aio"],[0,3,1,"","api_key"],[0,2,1,"","auth_tokens"],[0,2,1,"","batches"],[0,2,1,"","caches"],[0,2,1,"","chats"],[0,1,1,"","close"],[0,2,1,"id0","credentials"],[0,3,1,"","debug_config"],[0,3,1,"","enterprise"],[0,2,1,"","environments"],[0,2,1,"","file_search_stores"],[0,2,1,"","files"],[0,3,1,"","http_options"],[0,2,1,"","interactions"],[0,3,1,"","location"],[0,2,1,"","models"],[0,2,1,"","operations"],[0,3,1,"","project"],[0,2,1,"","triggers"],[0,2,1,"","tunings"],[0,2,1,"id6","vertexai"],[0,2,1,"","voices"],[0,2,1,"","webhooks"]],"genai.client.DebugConfig":[[0,6,1,"","client_mode"],[0,6,1,"","replay_id"],[0,6,1,"","replays_directory"]],"genai.live":[[0,0,1,"","AsyncLive"],[0,0,1,"","AsyncSession"]],"genai.live.AsyncLive":[[0,1,1,"","connect"],[0,2,1,"","music"]],"genai.live.AsyncSession":[[0,1,1,"","close"],[0,1,1,"","receive"],[0,1,1,"","send"],[0,1,1,"","send_client_content"],[0,1,1,"","send_realtime_input"],[0,1,1,"","send_tool_response"],[0,1,1,"","start_stream"]],"genai.models":[[0,0,1,"","AsyncModels"],[0,0,1,"","Models"]],"genai.models.AsyncModels":[[0,1,1,"","compute_tokens"],[0,1,1,"","count_tokens"],[0,1,1,"","delete"],[0,1,1,"","edit_image"],[0,1,1,"","embed_content"],[0,1,1,"","generate_content"],[0,1,1,"","generate_content_stream"],[0,1,1,"","generate_images"],[0,1,1,"","generate_videos"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","recontext_image"],[0,1,1,"","segment_image"],[0,1,1,"","update"],[0,1,1,"","upscale_image"]],"genai.models.Models":[[0,1,1,"","compute_tokens"],[0,1,1,"","count_tokens"],[0,1,1,"","delete"],[0,1,1,"","edit_image"],[0,1,1,"","embed_content"],[0,1,1,"","generate_content"],[0,1,1,"","generate_content_stream"],[0,1,1,"","generate_images"],[0,1,1,"","generate_videos"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","recontext_image"],[0,1,1,"","segment_image"],[0,1,1,"","update"],[0,1,1,"","upscale_image"]],"genai.tokens":[[0,0,1,"","AsyncTokens"],[0,0,1,"","Tokens"]],"genai.tokens.AsyncTokens":[[0,1,1,"","create"]],"genai.tokens.Tokens":[[0,1,1,"","create"]],"genai.tunings":[[0,0,1,"","AsyncTunings"],[0,0,1,"","Tunings"]],"genai.tunings.AsyncTunings":[[0,1,1,"","cancel"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","tune"],[0,1,1,"","validate_reward"]],"genai.tunings.Tunings":[[0,1,1,"","cancel"],[0,1,1,"","get"],[0,1,1,"","list"],[0,1,1,"","tune"],[0,1,1,"","validate_reward"]],"genai.types":[[0,5,1,"","ActivityEnd"],[0,0,1,"","ActivityEndDict"],[0,0,1,"","ActivityHandling"],[0,5,1,"","ActivityStart"],[0,0,1,"","ActivityStartDict"],[0,0,1,"","AdapterSize"],[0,0,1,"","AggregationMetric"],[0,5,1,"","AggregationOutput"],[0,0,1,"","AggregationOutputDict"],[0,5,1,"","AggregationResult"],[0,0,1,"","AggregationResultDict"],[0,5,1,"","ApiAuth"],[0,5,1,"","ApiAuthApiKeyConfig"],[0,0,1,"","ApiAuthApiKeyConfigDict"],[0,0,1,"","ApiAuthDict"],[0,5,1,"","ApiKeyConfig"],[0,0,1,"","ApiKeyConfigDict"],[0,0,1,"","ApiSpec"],[0,0,1,"","AspectRatio"],[0,5,1,"","AudioChunk"],[0,0,1,"","AudioChunkDict"],[0,5,1,"","AudioResponseFormat"],[0,0,1,"","AudioResponseFormatDict"],[0,5,1,"","AudioTranscriptionConfig"],[0,0,1,"","AudioTranscriptionConfigDict"],[0,0,1,"","AudioTranscriptionConfigMode"],[0,5,1,"","AuthConfig"],[0,0,1,"","AuthConfigDict"],[0,5,1,"","AuthConfigGoogleServiceAccountConfig"],[0,0,1,"","AuthConfigGoogleServiceAccountConfigDict"],[0,5,1,"","AuthConfigHttpBasicAuthConfig"],[0,0,1,"","AuthConfigHttpBasicAuthConfigDict"],[0,5,1,"","AuthConfigOauthConfig"],[0,0,1,"","AuthConfigOauthConfigDict"],[0,5,1,"","AuthConfigOidcConfig"],[0,0,1,"","AuthConfigOidcConfigDict"],[0,5,1,"","AuthToken"],[0,0,1,"","AuthTokenDict"],[0,0,1,"","AuthType"],[0,5,1,"","AutomaticActivityDetection"],[0,0,1,"","AutomaticActivityDetectionDict"],[0,5,1,"","AutomaticFunctionCallingConfig"],[0,0,1,"","AutomaticFunctionCallingConfigDict"],[0,5,1,"","AutoraterConfig"],[0,0,1,"","AutoraterConfigDict"],[0,5,1,"","AvatarConfig"],[0,0,1,"","AvatarConfigDict"],[0,5,1,"","BatchJob"],[0,5,1,"","BatchJobDestination"],[0,0,1,"","BatchJobDestinationDict"],[0,0,1,"","BatchJobDict"],[0,5,1,"","BatchJobOutputInfo"],[0,0,1,"","BatchJobOutputInfoDict"],[0,5,1,"","BatchJobSource"],[0,0,1,"","BatchJobSourceDict"],[0,0,1,"","Behavior"],[0,5,1,"","BigQuerySource"],[0,0,1,"","BigQuerySourceDict"],[0,5,1,"","BleuMetricValue"],[0,0,1,"","BleuMetricValueDict"],[0,5,1,"","BleuSpec"],[0,0,1,"","BleuSpecDict"],[0,5,1,"","Blob"],[0,0,1,"","BlobDict"],[0,0,1,"","BlockedReason"],[0,5,1,"","CachedContent"],[0,0,1,"","CachedContentDict"],[0,5,1,"","CachedContentUsageMetadata"],[0,0,1,"","CachedContentUsageMetadataDict"],[0,5,1,"","CancelBatchJobConfig"],[0,0,1,"","CancelBatchJobConfigDict"],[0,5,1,"","CancelTuningJobConfig"],[0,0,1,"","CancelTuningJobConfigDict"],[0,5,1,"","CancelTuningJobResponse"],[0,0,1,"","CancelTuningJobResponseDict"],[0,5,1,"","Candidate"],[0,0,1,"","CandidateDict"],[0,5,1,"","Checkpoint"],[0,0,1,"","CheckpointDict"],[0,5,1,"","ChunkingConfig"],[0,0,1,"","ChunkingConfigDict"],[0,5,1,"","Citation"],[0,0,1,"","CitationDict"],[0,5,1,"","CitationMetadata"],[0,0,1,"","CitationMetadataDict"],[0,5,1,"","CodeExecutionResult"],[0,0,1,"","CodeExecutionResultDict"],[0,5,1,"","CompletionStats"],[0,0,1,"","CompletionStatsDict"],[0,5,1,"","CompositeReinforcementTuningRewardConfig"],[0,0,1,"","CompositeReinforcementTuningRewardConfigDict"],[0,5,1,"","CompositeReinforcementTuningRewardConfigWeightedRewardConfig"],[0,0,1,"","CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict"],[0,5,1,"","ComputationBasedMetricSpec"],[0,0,1,"","ComputationBasedMetricSpecDict"],[0,0,1,"","ComputationBasedMetricType"],[0,5,1,"","ComputeTokensConfig"],[0,0,1,"","ComputeTokensConfigDict"],[0,5,1,"","ComputeTokensResponse"],[0,0,1,"","ComputeTokensResponseDict"],[0,5,1,"","ComputeTokensResult"],[0,0,1,"","ComputeTokensResultDict"],[0,5,1,"","ComputerUse"],[0,0,1,"","ComputerUseDict"],[0,5,1,"","Content"],[0,0,1,"","ContentDict"],[0,5,1,"","ContentEmbedding"],[0,0,1,"","ContentEmbeddingDict"],[0,5,1,"","ContentEmbeddingStatistics"],[0,0,1,"","ContentEmbeddingStatisticsDict"],[0,5,1,"","ContentReferenceImage"],[0,0,1,"","ContentReferenceImageDict"],[0,5,1,"","ContextWindowCompressionConfig"],[0,0,1,"","ContextWindowCompressionConfigDict"],[0,5,1,"","ControlReferenceConfig"],[0,0,1,"","ControlReferenceConfigDict"],[0,5,1,"","ControlReferenceImage"],[0,0,1,"","ControlReferenceImageDict"],[0,0,1,"","ControlReferenceType"],[0,5,1,"","CountTokensConfig"],[0,0,1,"","CountTokensConfigDict"],[0,5,1,"","CountTokensResponse"],[0,0,1,"","CountTokensResponseDict"],[0,5,1,"","CountTokensResult"],[0,0,1,"","CountTokensResultDict"],[0,5,1,"","CreateAuthTokenConfig"],[0,0,1,"","CreateAuthTokenConfigDict"],[0,5,1,"","CreateAuthTokenParameters"],[0,0,1,"","CreateAuthTokenParametersDict"],[0,5,1,"","CreateBatchJobConfig"],[0,0,1,"","CreateBatchJobConfigDict"],[0,5,1,"","CreateCachedContentConfig"],[0,0,1,"","CreateCachedContentConfigDict"],[0,5,1,"","CreateEmbeddingsBatchJobConfig"],[0,0,1,"","CreateEmbeddingsBatchJobConfigDict"],[0,5,1,"","CreateFileConfig"],[0,0,1,"","CreateFileConfigDict"],[0,5,1,"","CreateFileResponse"],[0,0,1,"","CreateFileResponseDict"],[0,5,1,"","CreateFileSearchStoreConfig"],[0,0,1,"","CreateFileSearchStoreConfigDict"],[0,5,1,"","CreateTuningJobConfig"],[0,0,1,"","CreateTuningJobConfigDict"],[0,5,1,"","CreateTuningJobParameters"],[0,0,1,"","CreateTuningJobParametersDict"],[0,5,1,"","CustomCodeExecutionResult"],[0,0,1,"","CustomCodeExecutionResultDict"],[0,5,1,"","CustomCodeExecutionSpec"],[0,0,1,"","CustomCodeExecutionSpecDict"],[0,5,1,"","CustomMetadata"],[0,0,1,"","CustomMetadataDict"],[0,5,1,"","CustomOutput"],[0,0,1,"","CustomOutputDict"],[0,5,1,"","CustomOutputFormatConfig"],[0,0,1,"","CustomOutputFormatConfigDict"],[0,5,1,"","CustomizedAvatar"],[0,0,1,"","CustomizedAvatarDict"],[0,5,1,"","DatasetDistribution"],[0,0,1,"","DatasetDistributionDict"],[0,5,1,"","DatasetDistributionDistributionBucket"],[0,0,1,"","DatasetDistributionDistributionBucketDict"],[0,5,1,"","DatasetStats"],[0,0,1,"","DatasetStatsDict"],[0,5,1,"","DeleteBatchJobConfig"],[0,0,1,"","DeleteBatchJobConfigDict"],[0,5,1,"","DeleteCachedContentConfig"],[0,0,1,"","DeleteCachedContentConfigDict"],[0,5,1,"","DeleteCachedContentResponse"],[0,0,1,"","DeleteCachedContentResponseDict"],[0,5,1,"","DeleteDocumentConfig"],[0,0,1,"","DeleteDocumentConfigDict"],[0,5,1,"","DeleteFileConfig"],[0,0,1,"","DeleteFileConfigDict"],[0,5,1,"","DeleteFileResponse"],[0,0,1,"","DeleteFileResponseDict"],[0,5,1,"","DeleteFileSearchStoreConfig"],[0,0,1,"","DeleteFileSearchStoreConfigDict"],[0,5,1,"","DeleteModelConfig"],[0,0,1,"","DeleteModelConfigDict"],[0,5,1,"","DeleteModelResponse"],[0,0,1,"","DeleteModelResponseDict"],[0,5,1,"","DeleteResourceJob"],[0,0,1,"","DeleteResourceJobDict"],[0,0,1,"","Delivery"],[0,5,1,"","DistillationDataStats"],[0,0,1,"","DistillationDataStatsDict"],[0,5,1,"","DistillationHyperParameters"],[0,0,1,"","DistillationHyperParametersDict"],[0,5,1,"","DistillationSamplingSpec"],[0,0,1,"","DistillationSamplingSpecDict"],[0,5,1,"","DistillationSpec"],[0,0,1,"","DistillationSpecDict"],[0,5,1,"","Document"],[0,0,1,"","DocumentDict"],[0,0,1,"","DocumentState"],[0,5,1,"","DownloadFileConfig"],[0,0,1,"","DownloadFileConfigDict"],[0,5,1,"","DownloadMediaConfig"],[0,0,1,"","DownloadMediaConfigDict"],[0,5,1,"","DynamicRetrievalConfig"],[0,0,1,"","DynamicRetrievalConfigDict"],[0,0,1,"","DynamicRetrievalConfigMode"],[0,5,1,"","EditImageConfig"],[0,0,1,"","EditImageConfigDict"],[0,5,1,"","EditImageResponse"],[0,0,1,"","EditImageResponseDict"],[0,0,1,"","EditMode"],[0,5,1,"","EmbedContentBatch"],[0,0,1,"","EmbedContentBatchDict"],[0,5,1,"","EmbedContentConfig"],[0,0,1,"","EmbedContentConfigDict"],[0,5,1,"","EmbedContentMetadata"],[0,0,1,"","EmbedContentMetadataDict"],[0,5,1,"","EmbedContentParameters"],[0,0,1,"","EmbedContentParametersDict"],[0,5,1,"","EmbedContentResponse"],[0,0,1,"","EmbedContentResponseDict"],[0,0,1,"","EmbeddingApiType"],[0,5,1,"","EmbeddingsBatchJobSource"],[0,0,1,"","EmbeddingsBatchJobSourceDict"],[0,5,1,"","EncryptionSpec"],[0,0,1,"","EncryptionSpecDict"],[0,0,1,"","EndSensitivity"],[0,5,1,"","Endpoint"],[0,0,1,"","EndpointDict"],[0,5,1,"","EnterpriseWebSearch"],[0,0,1,"","EnterpriseWebSearchDict"],[0,5,1,"","EntityLabel"],[0,0,1,"","EntityLabelDict"],[0,0,1,"","Environment"],[0,5,1,"","EvaluateDatasetResponse"],[0,0,1,"","EvaluateDatasetResponseDict"],[0,5,1,"","EvaluateDatasetRun"],[0,0,1,"","EvaluateDatasetRunDict"],[0,5,1,"","EvaluationConfig"],[0,0,1,"","EvaluationConfigDict"],[0,5,1,"","EvaluationDataset"],[0,0,1,"","EvaluationDatasetDict"],[0,5,1,"","EvaluationParserConfig"],[0,5,1,"","EvaluationParserConfigCustomCodeParserConfig"],[0,0,1,"","EvaluationParserConfigCustomCodeParserConfigDict"],[0,0,1,"","EvaluationParserConfigDict"],[0,5,1,"","ExactMatchMetricValue"],[0,0,1,"","ExactMatchMetricValueDict"],[0,5,1,"","ExecutableCode"],[0,0,1,"","ExecutableCodeDict"],[0,5,1,"","ExternalApi"],[0,0,1,"","ExternalApiDict"],[0,5,1,"","ExternalApiElasticSearchParams"],[0,0,1,"","ExternalApiElasticSearchParamsDict"],[0,5,1,"","ExternalApiSimpleSearchParams"],[0,0,1,"","ExternalApiSimpleSearchParamsDict"],[0,0,1,"","FeatureSelectionPreference"],[0,5,1,"","FetchPredictOperationConfig"],[0,0,1,"","FetchPredictOperationConfigDict"],[0,5,1,"","File"],[0,5,1,"","FileData"],[0,0,1,"","FileDataDict"],[0,0,1,"","FileDict"],[0,5,1,"","FileSearch"],[0,0,1,"","FileSearchDict"],[0,5,1,"","FileSearchStore"],[0,0,1,"","FileSearchStoreDict"],[0,0,1,"","FileSource"],[0,0,1,"","FileState"],[0,5,1,"","FileStatus"],[0,0,1,"","FileStatusDict"],[0,0,1,"","FinishReason"],[0,5,1,"","FullFineTuningSpec"],[0,0,1,"","FullFineTuningSpecDict"],[0,5,1,"","FunctionCall"],[0,0,1,"","FunctionCallDict"],[0,5,1,"","FunctionCallingConfig"],[0,0,1,"","FunctionCallingConfigDict"],[0,0,1,"","FunctionCallingConfigMode"],[0,5,1,"","FunctionDeclaration"],[0,0,1,"","FunctionDeclarationDict"],[0,5,1,"","FunctionResponse"],[0,5,1,"","FunctionResponseBlob"],[0,0,1,"","FunctionResponseBlobDict"],[0,0,1,"","FunctionResponseDict"],[0,5,1,"","FunctionResponseFileData"],[0,0,1,"","FunctionResponseFileDataDict"],[0,5,1,"","FunctionResponsePart"],[0,0,1,"","FunctionResponsePartDict"],[0,0,1,"","FunctionResponseScheduling"],[0,5,1,"","GcsDestination"],[0,0,1,"","GcsDestinationDict"],[0,5,1,"","GcsSource"],[0,0,1,"","GcsSourceDict"],[0,5,1,"","GeminiPreferenceExample"],[0,5,1,"","GeminiPreferenceExampleCompletion"],[0,0,1,"","GeminiPreferenceExampleCompletionDict"],[0,0,1,"","GeminiPreferenceExampleDict"],[0,5,1,"","GenerateContentConfig"],[0,0,1,"","GenerateContentConfigDict"],[0,5,1,"","GenerateContentResponse"],[0,0,1,"","GenerateContentResponseDict"],[0,5,1,"","GenerateContentResponsePromptFeedback"],[0,0,1,"","GenerateContentResponsePromptFeedbackDict"],[0,5,1,"","GenerateContentResponseUsageMetadata"],[0,0,1,"","GenerateContentResponseUsageMetadataDict"],[0,5,1,"","GenerateImagesConfig"],[0,0,1,"","GenerateImagesConfigDict"],[0,5,1,"","GenerateImagesResponse"],[0,0,1,"","GenerateImagesResponseDict"],[0,5,1,"","GenerateVideosConfig"],[0,0,1,"","GenerateVideosConfigDict"],[0,5,1,"","GenerateVideosOperation"],[0,5,1,"","GenerateVideosResponse"],[0,0,1,"","GenerateVideosResponseDict"],[0,5,1,"","GenerateVideosSource"],[0,0,1,"","GenerateVideosSourceDict"],[0,5,1,"","GeneratedImage"],[0,0,1,"","GeneratedImageDict"],[0,5,1,"","GeneratedImageMask"],[0,0,1,"","GeneratedImageMaskDict"],[0,5,1,"","GeneratedVideo"],[0,0,1,"","GeneratedVideoDict"],[0,5,1,"","GenerationConfig"],[0,0,1,"","GenerationConfigDict"],[0,5,1,"","GenerationConfigRoutingConfig"],[0,5,1,"","GenerationConfigRoutingConfigAutoRoutingMode"],[0,0,1,"","GenerationConfigRoutingConfigAutoRoutingModeDict"],[0,0,1,"","GenerationConfigRoutingConfigDict"],[0,5,1,"","GenerationConfigRoutingConfigManualRoutingMode"],[0,0,1,"","GenerationConfigRoutingConfigManualRoutingModeDict"],[0,5,1,"","GenerationConfigThinkingConfig"],[0,0,1,"","GenerationConfigThinkingConfigDict"],[0,5,1,"","GetBatchJobConfig"],[0,0,1,"","GetBatchJobConfigDict"],[0,5,1,"","GetCachedContentConfig"],[0,0,1,"","GetCachedContentConfigDict"],[0,5,1,"","GetDocumentConfig"],[0,0,1,"","GetDocumentConfigDict"],[0,5,1,"","GetFileConfig"],[0,0,1,"","GetFileConfigDict"],[0,5,1,"","GetFileSearchStoreConfig"],[0,0,1,"","GetFileSearchStoreConfigDict"],[0,5,1,"","GetModelConfig"],[0,0,1,"","GetModelConfigDict"],[0,5,1,"","GetOperationConfig"],[0,0,1,"","GetOperationConfigDict"],[0,5,1,"","GetTuningJobConfig"],[0,0,1,"","GetTuningJobConfigDict"],[0,5,1,"","GoogleMaps"],[0,0,1,"","GoogleMapsDict"],[0,5,1,"","GoogleMapsGroundingTypes"],[0,0,1,"","GoogleMapsGroundingTypesDict"],[0,5,1,"","GoogleMapsPlaces"],[0,0,1,"","GoogleMapsPlacesDict"],[0,5,1,"","GoogleMapsRouting"],[0,0,1,"","GoogleMapsRoutingDict"],[0,5,1,"","GoogleRpcStatus"],[0,0,1,"","GoogleRpcStatusDict"],[0,5,1,"","GoogleSearch"],[0,0,1,"","GoogleSearchDict"],[0,5,1,"","GoogleSearchRetrieval"],[0,0,1,"","GoogleSearchRetrievalDict"],[0,5,1,"","GoogleTypeDate"],[0,0,1,"","GoogleTypeDateDict"],[0,5,1,"","GroundingChunk"],[0,5,1,"","GroundingChunkCustomMetadata"],[0,0,1,"","GroundingChunkCustomMetadataDict"],[0,0,1,"","GroundingChunkDict"],[0,5,1,"","GroundingChunkImage"],[0,0,1,"","GroundingChunkImageDict"],[0,5,1,"","GroundingChunkMaps"],[0,0,1,"","GroundingChunkMapsDict"],[0,5,1,"","GroundingChunkMapsPlaceAnswerSources"],[0,5,1,"","GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution"],[0,0,1,"","GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict"],[0,0,1,"","GroundingChunkMapsPlaceAnswerSourcesDict"],[0,5,1,"","GroundingChunkMapsPlaceAnswerSourcesReviewSnippet"],[0,0,1,"","GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict"],[0,5,1,"","GroundingChunkMapsRoute"],[0,0,1,"","GroundingChunkMapsRouteDict"],[0,5,1,"","GroundingChunkRetrievedContext"],[0,0,1,"","GroundingChunkRetrievedContextDict"],[0,5,1,"","GroundingChunkStringList"],[0,0,1,"","GroundingChunkStringListDict"],[0,5,1,"","GroundingChunkWeb"],[0,0,1,"","GroundingChunkWebDict"],[0,5,1,"","GroundingMetadata"],[0,0,1,"","GroundingMetadataDict"],[0,5,1,"","GroundingMetadataSourceFlaggingUri"],[0,0,1,"","GroundingMetadataSourceFlaggingUriDict"],[0,5,1,"","GroundingSupport"],[0,0,1,"","GroundingSupportDict"],[0,0,1,"","HarmBlockMethod"],[0,0,1,"","HarmBlockThreshold"],[0,0,1,"","HarmCategory"],[0,0,1,"","HarmProbability"],[0,0,1,"","HarmSeverity"],[0,5,1,"","HistoryConfig"],[0,0,1,"","HistoryConfigDict"],[0,0,1,"","HttpElementLocation"],[0,5,1,"","HttpOptions"],[0,0,1,"","HttpOptionsDict"],[0,5,1,"","HttpResponse"],[0,0,1,"","HttpResponseDict"],[0,5,1,"","HttpRetryOptions"],[0,0,1,"","HttpRetryOptionsDict"],[0,5,1,"","Image"],[0,5,1,"","ImageConfig"],[0,0,1,"","ImageConfigDict"],[0,5,1,"","ImageConfigImageOutputOptions"],[0,0,1,"","ImageConfigImageOutputOptionsDict"],[0,0,1,"","ImageDict"],[0,0,1,"","ImagePromptLanguage"],[0,0,1,"","ImageResizeMode"],[0,5,1,"","ImageResponseFormat"],[0,0,1,"","ImageResponseFormatDict"],[0,5,1,"","ImageSearch"],[0,0,1,"","ImageSearchDict"],[0,0,1,"","ImageSize"],[0,5,1,"","ImportFileConfig"],[0,0,1,"","ImportFileConfigDict"],[0,5,1,"","ImportFileOperation"],[0,5,1,"","ImportFileResponse"],[0,0,1,"","ImportFileResponseDict"],[0,5,1,"","InlinedEmbedContentResponse"],[0,0,1,"","InlinedEmbedContentResponseDict"],[0,5,1,"","InlinedRequest"],[0,0,1,"","InlinedRequestDict"],[0,5,1,"","InlinedResponse"],[0,0,1,"","InlinedResponseDict"],[0,0,1,"","InteractionStatus"],[0,5,1,"","Interval"],[0,0,1,"","IntervalDict"],[0,5,1,"","JSONSchema"],[0,0,1,"","JSONSchemaType"],[0,5,1,"","JobError"],[0,0,1,"","JobErrorDict"],[0,0,1,"","JobState"],[0,5,1,"","LLMBasedMetricSpec"],[0,0,1,"","LLMBasedMetricSpecDict"],[0,0,1,"","Language"],[0,5,1,"","LanguageAuto"],[0,0,1,"","LanguageAutoDict"],[0,5,1,"","LanguageHints"],[0,0,1,"","LanguageHintsDict"],[0,5,1,"","LatLng"],[0,0,1,"","LatLngDict"],[0,5,1,"","ListBatchJobsConfig"],[0,0,1,"","ListBatchJobsConfigDict"],[0,5,1,"","ListBatchJobsResponse"],[0,0,1,"","ListBatchJobsResponseDict"],[0,5,1,"","ListCachedContentsConfig"],[0,0,1,"","ListCachedContentsConfigDict"],[0,5,1,"","ListCachedContentsResponse"],[0,0,1,"","ListCachedContentsResponseDict"],[0,5,1,"","ListDocumentsConfig"],[0,0,1,"","ListDocumentsConfigDict"],[0,5,1,"","ListDocumentsResponse"],[0,0,1,"","ListDocumentsResponseDict"],[0,5,1,"","ListFileSearchStoresConfig"],[0,0,1,"","ListFileSearchStoresConfigDict"],[0,5,1,"","ListFileSearchStoresResponse"],[0,0,1,"","ListFileSearchStoresResponseDict"],[0,5,1,"","ListFilesConfig"],[0,0,1,"","ListFilesConfigDict"],[0,5,1,"","ListFilesResponse"],[0,0,1,"","ListFilesResponseDict"],[0,5,1,"","ListModelsConfig"],[0,0,1,"","ListModelsConfigDict"],[0,5,1,"","ListModelsResponse"],[0,0,1,"","ListModelsResponseDict"],[0,5,1,"","ListTuningJobsConfig"],[0,0,1,"","ListTuningJobsConfigDict"],[0,5,1,"","ListTuningJobsResponse"],[0,0,1,"","ListTuningJobsResponseDict"],[0,5,1,"","LiveClientContent"],[0,0,1,"","LiveClientContentDict"],[0,5,1,"","LiveClientMessage"],[0,0,1,"","LiveClientMessageDict"],[0,5,1,"","LiveClientRealtimeInput"],[0,0,1,"","LiveClientRealtimeInputDict"],[0,5,1,"","LiveClientSetup"],[0,0,1,"","LiveClientSetupDict"],[0,5,1,"","LiveClientToolResponse"],[0,0,1,"","LiveClientToolResponseDict"],[0,5,1,"","LiveConnectConfig"],[0,0,1,"","LiveConnectConfigDict"],[0,5,1,"","LiveConnectConstraints"],[0,0,1,"","LiveConnectConstraintsDict"],[0,5,1,"","LiveConnectParameters"],[0,0,1,"","LiveConnectParametersDict"],[0,5,1,"","LiveMusicClientContent"],[0,0,1,"","LiveMusicClientContentDict"],[0,5,1,"","LiveMusicClientMessage"],[0,0,1,"","LiveMusicClientMessageDict"],[0,5,1,"","LiveMusicClientSetup"],[0,0,1,"","LiveMusicClientSetupDict"],[0,5,1,"","LiveMusicConnectParameters"],[0,0,1,"","LiveMusicConnectParametersDict"],[0,5,1,"","LiveMusicFilteredPrompt"],[0,0,1,"","LiveMusicFilteredPromptDict"],[0,5,1,"","LiveMusicGenerationConfig"],[0,0,1,"","LiveMusicGenerationConfigDict"],[0,0,1,"","LiveMusicPlaybackControl"],[0,5,1,"","LiveMusicServerContent"],[0,0,1,"","LiveMusicServerContentDict"],[0,5,1,"","LiveMusicServerMessage"],[0,0,1,"","LiveMusicServerMessageDict"],[0,5,1,"","LiveMusicServerSetupComplete"],[0,0,1,"","LiveMusicServerSetupCompleteDict"],[0,5,1,"","LiveMusicSetConfigParameters"],[0,0,1,"","LiveMusicSetConfigParametersDict"],[0,5,1,"","LiveMusicSetWeightedPromptsParameters"],[0,0,1,"","LiveMusicSetWeightedPromptsParametersDict"],[0,5,1,"","LiveMusicSourceMetadata"],[0,0,1,"","LiveMusicSourceMetadataDict"],[0,5,1,"","LiveSendRealtimeInputParameters"],[0,0,1,"","LiveSendRealtimeInputParametersDict"],[0,5,1,"","LiveServerContent"],[0,0,1,"","LiveServerContentDict"],[0,5,1,"","LiveServerGoAway"],[0,0,1,"","LiveServerGoAwayDict"],[0,5,1,"","LiveServerMessage"],[0,0,1,"","LiveServerMessageDict"],[0,5,1,"","LiveServerSessionResumptionUpdate"],[0,0,1,"","LiveServerSessionResumptionUpdateDict"],[0,5,1,"","LiveServerSetupComplete"],[0,0,1,"","LiveServerSetupCompleteDict"],[0,5,1,"","LiveServerToolCall"],[0,5,1,"","LiveServerToolCallCancellation"],[0,0,1,"","LiveServerToolCallCancellationDict"],[0,0,1,"","LiveServerToolCallDict"],[0,5,1,"","LogprobsResult"],[0,5,1,"","LogprobsResultCandidate"],[0,0,1,"","LogprobsResultCandidateDict"],[0,0,1,"","LogprobsResultDict"],[0,5,1,"","LogprobsResultTopCandidates"],[0,0,1,"","LogprobsResultTopCandidatesDict"],[0,5,1,"","MaskReferenceConfig"],[0,0,1,"","MaskReferenceConfigDict"],[0,5,1,"","MaskReferenceImage"],[0,0,1,"","MaskReferenceImageDict"],[0,0,1,"","MaskReferenceMode"],[0,0,1,"","MatchOperation"],[0,5,1,"","McpServer"],[0,0,1,"","McpServerDict"],[0,0,1,"","MediaModality"],[0,0,1,"","MediaProcessing"],[0,0,1,"","MediaResolution"],[0,5,1,"","Metric"],[0,0,1,"","MetricDict"],[0,0,1,"","Modality"],[0,5,1,"","ModalityTokenCount"],[0,0,1,"","ModalityTokenCountDict"],[0,5,1,"","Model"],[0,5,1,"","ModelArmorConfig"],[0,0,1,"","ModelArmorConfigDict"],[0,5,1,"","ModelContent"],[0,0,1,"","ModelDict"],[0,5,1,"","ModelSelectionConfig"],[0,0,1,"","ModelSelectionConfigDict"],[0,0,1,"","ModelStage"],[0,5,1,"","ModelStatus"],[0,0,1,"","ModelStatusDict"],[0,5,1,"","MultiSpeakerVoiceConfig"],[0,0,1,"","MultiSpeakerVoiceConfigDict"],[0,0,1,"","MusicGenerationMode"],[0,0,1,"","Operation"],[0,0,1,"","Outcome"],[0,5,1,"","OutputConfig"],[0,0,1,"","OutputConfigDict"],[0,5,1,"","OutputInfo"],[0,0,1,"","OutputInfoDict"],[0,0,1,"","PairwiseChoice"],[0,5,1,"","PairwiseMetricResult"],[0,0,1,"","PairwiseMetricResultDict"],[0,5,1,"","PairwiseMetricSpec"],[0,0,1,"","PairwiseMetricSpecDict"],[0,5,1,"","Part"],[0,0,1,"","PartDict"],[0,5,1,"","PartMediaResolution"],[0,0,1,"","PartMediaResolutionDict"],[0,0,1,"","PartMediaResolutionLevel"],[0,5,1,"","PartialArg"],[0,0,1,"","PartialArgDict"],[0,5,1,"","PartnerModelTuningSpec"],[0,0,1,"","PartnerModelTuningSpecDict"],[0,0,1,"","PersonGeneration"],[0,0,1,"","PhishBlockThreshold"],[0,5,1,"","PointwiseMetricResult"],[0,0,1,"","PointwiseMetricResultDict"],[0,5,1,"","PointwiseMetricSpec"],[0,0,1,"","PointwiseMetricSpecDict"],[0,5,1,"","PreTunedModel"],[0,0,1,"","PreTunedModelDict"],[0,5,1,"","PrebuiltVoiceConfig"],[0,0,1,"","PrebuiltVoiceConfigDict"],[0,5,1,"","PredefinedMetricSpec"],[0,0,1,"","PredefinedMetricSpecDict"],[0,5,1,"","PreferenceOptimizationDataStats"],[0,0,1,"","PreferenceOptimizationDataStatsDict"],[0,5,1,"","PreferenceOptimizationHyperParameters"],[0,0,1,"","PreferenceOptimizationHyperParametersDict"],[0,5,1,"","PreferenceOptimizationSpec"],[0,0,1,"","PreferenceOptimizationSpecDict"],[0,5,1,"","ProactivityConfig"],[0,0,1,"","ProactivityConfigDict"],[0,5,1,"","ProductImage"],[0,0,1,"","ProductImageDict"],[0,5,1,"","ProjectOperation"],[0,0,1,"","ProjectOperationDict"],[0,0,1,"","ProminentPeople"],[0,5,1,"","RagChunk"],[0,0,1,"","RagChunkDict"],[0,5,1,"","RagChunkPageSpan"],[0,0,1,"","RagChunkPageSpanDict"],[0,5,1,"","RagRetrievalConfig"],[0,0,1,"","RagRetrievalConfigDict"],[0,5,1,"","RagRetrievalConfigFilter"],[0,0,1,"","RagRetrievalConfigFilterDict"],[0,5,1,"","RagRetrievalConfigHybridSearch"],[0,0,1,"","RagRetrievalConfigHybridSearchDict"],[0,5,1,"","RagRetrievalConfigRanking"],[0,0,1,"","RagRetrievalConfigRankingDict"],[0,5,1,"","RagRetrievalConfigRankingLlmRanker"],[0,0,1,"","RagRetrievalConfigRankingLlmRankerDict"],[0,5,1,"","RagRetrievalConfigRankingRankService"],[0,0,1,"","RagRetrievalConfigRankingRankServiceDict"],[0,5,1,"","RawOutput"],[0,0,1,"","RawOutputDict"],[0,5,1,"","RawReferenceImage"],[0,0,1,"","RawReferenceImageDict"],[0,5,1,"","RealtimeInputConfig"],[0,0,1,"","RealtimeInputConfigDict"],[0,5,1,"","RecontextImageConfig"],[0,0,1,"","RecontextImageConfigDict"],[0,5,1,"","RecontextImageResponse"],[0,0,1,"","RecontextImageResponseDict"],[0,5,1,"","RecontextImageSource"],[0,0,1,"","RecontextImageSourceDict"],[0,5,1,"","RegisterFilesConfig"],[0,0,1,"","RegisterFilesConfigDict"],[0,5,1,"","RegisterFilesResponse"],[0,0,1,"","RegisterFilesResponseDict"],[0,5,1,"","ReinforcementTuningAutoraterScorer"],[0,0,1,"","ReinforcementTuningAutoraterScorerDict"],[0,5,1,"","ReinforcementTuningAutoraterScorerExactMatchScorer"],[0,0,1,"","ReinforcementTuningAutoraterScorerExactMatchScorerDict"],[0,5,1,"","ReinforcementTuningAutoraterScorerParsedResponseConversionScorer"],[0,0,1,"","ReinforcementTuningAutoraterScorerParsedResponseConversionScorerDict"],[0,5,1,"","ReinforcementTuningCloudRunRewardScorer"],[0,0,1,"","ReinforcementTuningCloudRunRewardScorerDict"],[0,5,1,"","ReinforcementTuningCodeExecutionRewardScorer"],[0,0,1,"","ReinforcementTuningCodeExecutionRewardScorerDict"],[0,5,1,"","ReinforcementTuningExample"],[0,0,1,"","ReinforcementTuningExampleDict"],[0,5,1,"","ReinforcementTuningHyperParameters"],[0,0,1,"","ReinforcementTuningHyperParametersDict"],[0,5,1,"","ReinforcementTuningParseResponseConfig"],[0,0,1,"","ReinforcementTuningParseResponseConfigDict"],[0,5,1,"","ReinforcementTuningRewardInfo"],[0,0,1,"","ReinforcementTuningRewardInfoDict"],[0,5,1,"","ReinforcementTuningSpec"],[0,0,1,"","ReinforcementTuningSpecDict"],[0,5,1,"","ReinforcementTuningStringMatchRewardScorer"],[0,0,1,"","ReinforcementTuningStringMatchRewardScorerDict"],[0,5,1,"","ReinforcementTuningStringMatchRewardScorerJsonMatchExpression"],[0,0,1,"","ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict"],[0,5,1,"","ReinforcementTuningStringMatchRewardScorerStringMatchExpression"],[0,0,1,"","ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict"],[0,0,1,"","ReinforcementTuningThinkingLevel"],[0,5,1,"","ReinforcementTuningUserDatasetExamples"],[0,0,1,"","ReinforcementTuningUserDatasetExamplesDict"],[0,5,1,"","ReplayFile"],[0,0,1,"","ReplayFileDict"],[0,5,1,"","ReplayInteraction"],[0,0,1,"","ReplayInteractionDict"],[0,5,1,"","ReplayRequest"],[0,0,1,"","ReplayRequestDict"],[0,5,1,"","ReplayResponse"],[0,0,1,"","ReplayResponseDict"],[0,5,1,"","ReplicatedVoiceConfig"],[0,0,1,"","ReplicatedVoiceConfigDict"],[0,0,1,"","ResourceScope"],[0,5,1,"","ResponseFormat"],[0,0,1,"","ResponseFormatDict"],[0,0,1,"","ResponseParseType"],[0,5,1,"","Retrieval"],[0,5,1,"","RetrievalConfig"],[0,0,1,"","RetrievalConfigDict"],[0,0,1,"","RetrievalDict"],[0,5,1,"","RetrievalMetadata"],[0,0,1,"","RetrievalMetadataDict"],[0,5,1,"","RougeMetricValue"],[0,0,1,"","RougeMetricValueDict"],[0,5,1,"","RougeSpec"],[0,0,1,"","RougeSpecDict"],[0,0,1,"","RubricContentType"],[0,5,1,"","RubricGenerationSpec"],[0,0,1,"","RubricGenerationSpecDict"],[0,5,1,"","SafetyAttributes"],[0,0,1,"","SafetyAttributesDict"],[0,0,1,"","SafetyFilterLevel"],[0,0,1,"","SafetyPolicy"],[0,5,1,"","SafetyRating"],[0,0,1,"","SafetyRatingDict"],[0,5,1,"","SafetySetting"],[0,0,1,"","SafetySettingDict"],[0,0,1,"","Scale"],[0,5,1,"","Schema"],[0,0,1,"","SchemaDict"],[0,5,1,"","ScribbleImage"],[0,0,1,"","ScribbleImageDict"],[0,5,1,"","SearchEntryPoint"],[0,0,1,"","SearchEntryPointDict"],[0,5,1,"","SearchTypes"],[0,0,1,"","SearchTypesDict"],[0,5,1,"","Segment"],[0,0,1,"","SegmentDict"],[0,5,1,"","SegmentImageConfig"],[0,0,1,"","SegmentImageConfigDict"],[0,5,1,"","SegmentImageResponse"],[0,0,1,"","SegmentImageResponseDict"],[0,5,1,"","SegmentImageSource"],[0,0,1,"","SegmentImageSourceDict"],[0,0,1,"","SegmentMode"],[0,0,1,"","ServiceTier"],[0,5,1,"","SessionResumptionConfig"],[0,0,1,"","SessionResumptionConfigDict"],[0,5,1,"","SingleEmbedContentResponse"],[0,0,1,"","SingleEmbedContentResponseDict"],[0,5,1,"","SingleReinforcementTuningRewardConfig"],[0,0,1,"","SingleReinforcementTuningRewardConfigDict"],[0,5,1,"","SlidingWindow"],[0,0,1,"","SlidingWindowDict"],[0,5,1,"","SpeakerVoiceConfig"],[0,0,1,"","SpeakerVoiceConfigDict"],[0,5,1,"","SpeechConfig"],[0,0,1,"","SpeechConfigDict"],[0,0,1,"","StartSensitivity"],[0,5,1,"","StreamableHttpTransport"],[0,0,1,"","StreamableHttpTransportDict"],[0,5,1,"","StringList"],[0,0,1,"","StringListDict"],[0,5,1,"","StyleReferenceConfig"],[0,0,1,"","StyleReferenceConfigDict"],[0,5,1,"","StyleReferenceImage"],[0,0,1,"","StyleReferenceImageDict"],[0,5,1,"","SubjectReferenceConfig"],[0,0,1,"","SubjectReferenceConfigDict"],[0,5,1,"","SubjectReferenceImage"],[0,0,1,"","SubjectReferenceImageDict"],[0,0,1,"","SubjectReferenceType"],[0,5,1,"","SupervisedHyperParameters"],[0,0,1,"","SupervisedHyperParametersDict"],[0,5,1,"","SupervisedTuningDataStats"],[0,0,1,"","SupervisedTuningDataStatsDict"],[0,5,1,"","SupervisedTuningDatasetDistribution"],[0,5,1,"","SupervisedTuningDatasetDistributionDatasetBucket"],[0,0,1,"","SupervisedTuningDatasetDistributionDatasetBucketDict"],[0,0,1,"","SupervisedTuningDatasetDistributionDict"],[0,5,1,"","SupervisedTuningSpec"],[0,0,1,"","SupervisedTuningSpecDict"],[0,5,1,"","TestTableFile"],[0,0,1,"","TestTableFileDict"],[0,5,1,"","TestTableItem"],[0,0,1,"","TestTableItemDict"],[0,5,1,"","TextResponseFormat"],[0,0,1,"","TextResponseFormatDict"],[0,5,1,"","ThinkingConfig"],[0,0,1,"","ThinkingConfigDict"],[0,0,1,"","ThinkingLevel"],[0,5,1,"","TokensInfo"],[0,0,1,"","TokensInfoDict"],[0,5,1,"","Tool"],[0,5,1,"","ToolCall"],[0,0,1,"","ToolCallDict"],[0,5,1,"","ToolCodeExecution"],[0,0,1,"","ToolCodeExecutionDict"],[0,5,1,"","ToolConfig"],[0,0,1,"","ToolConfigDict"],[0,0,1,"","ToolDict"],[0,5,1,"","ToolExaAiSearch"],[0,0,1,"","ToolExaAiSearchDict"],[0,5,1,"","ToolParallelAiSearch"],[0,0,1,"","ToolParallelAiSearchDict"],[0,5,1,"","ToolResponse"],[0,0,1,"","ToolResponseDict"],[0,0,1,"","ToolType"],[0,0,1,"","TrafficType"],[0,5,1,"","Transcription"],[0,0,1,"","TranscriptionDict"],[0,5,1,"","TranslationConfig"],[0,0,1,"","TranslationConfigDict"],[0,5,1,"","TunedModel"],[0,5,1,"","TunedModelCheckpoint"],[0,0,1,"","TunedModelCheckpointDict"],[0,0,1,"","TunedModelDict"],[0,5,1,"","TunedModelInfo"],[0,0,1,"","TunedModelInfoDict"],[0,5,1,"","TuningDataStats"],[0,0,1,"","TuningDataStatsDict"],[0,5,1,"","TuningDataset"],[0,0,1,"","TuningDatasetDict"],[0,5,1,"","TuningExample"],[0,0,1,"","TuningExampleDict"],[0,5,1,"","TuningJob"],[0,0,1,"","TuningJobDict"],[0,5,1,"","TuningJobMetadata"],[0,0,1,"","TuningJobMetadataDict"],[0,0,1,"","TuningJobState"],[0,0,1,"","TuningMethod"],[0,0,1,"","TuningMode"],[0,5,1,"","TuningOperation"],[0,0,1,"","TuningOperationDict"],[0,0,1,"","TuningSpeed"],[0,0,1,"","TuningTask"],[0,5,1,"","TuningValidationDataset"],[0,0,1,"","TuningValidationDatasetDict"],[0,0,1,"","TurnCompleteReason"],[0,0,1,"","TurnCoverage"],[0,0,1,"","Type"],[0,5,1,"","UnifiedMetric"],[0,0,1,"","UnifiedMetricDict"],[0,5,1,"","UpdateCachedContentConfig"],[0,0,1,"","UpdateCachedContentConfigDict"],[0,5,1,"","UpdateModelConfig"],[0,0,1,"","UpdateModelConfigDict"],[0,5,1,"","UploadFileConfig"],[0,0,1,"","UploadFileConfigDict"],[0,5,1,"","UploadToFileSearchStoreConfig"],[0,0,1,"","UploadToFileSearchStoreConfigDict"],[0,5,1,"","UploadToFileSearchStoreOperation"],[0,5,1,"","UploadToFileSearchStoreResponse"],[0,0,1,"","UploadToFileSearchStoreResponseDict"],[0,5,1,"","UploadToFileSearchStoreResumableResponse"],[0,0,1,"","UploadToFileSearchStoreResumableResponseDict"],[0,5,1,"","UpscaleImageConfig"],[0,0,1,"","UpscaleImageConfigDict"],[0,5,1,"","UpscaleImageParameters"],[0,0,1,"","UpscaleImageParametersDict"],[0,5,1,"","UpscaleImageResponse"],[0,0,1,"","UpscaleImageResponseDict"],[0,5,1,"","UrlContext"],[0,0,1,"","UrlContextDict"],[0,5,1,"","UrlContextMetadata"],[0,0,1,"","UrlContextMetadataDict"],[0,5,1,"","UrlMetadata"],[0,0,1,"","UrlMetadataDict"],[0,0,1,"","UrlRetrievalStatus"],[0,5,1,"","UsageMetadata"],[0,0,1,"","UsageMetadataDict"],[0,5,1,"","UserContent"],[0,0,1,"","VadSignalType"],[0,5,1,"","ValidateRewardConfig"],[0,0,1,"","ValidateRewardConfigDict"],[0,5,1,"","ValidateRewardResponse"],[0,0,1,"","ValidateRewardResponseDict"],[0,5,1,"","VeoHyperParameters"],[0,0,1,"","VeoHyperParametersDict"],[0,5,1,"","VeoLoraTuningSpec"],[0,0,1,"","VeoLoraTuningSpecDict"],[0,5,1,"","VeoTuningSpec"],[0,0,1,"","VeoTuningSpecDict"],[0,5,1,"","VertexAISearch"],[0,5,1,"","VertexAISearchDataStoreSpec"],[0,0,1,"","VertexAISearchDataStoreSpecDict"],[0,0,1,"","VertexAISearchDict"],[0,5,1,"","VertexMultimodalDatasetDestination"],[0,0,1,"","VertexMultimodalDatasetDestinationDict"],[0,5,1,"","VertexRagStore"],[0,0,1,"","VertexRagStoreDict"],[0,5,1,"","VertexRagStoreRagResource"],[0,0,1,"","VertexRagStoreRagResourceDict"],[0,5,1,"","Video"],[0,0,1,"","VideoCompressionQuality"],[0,0,1,"","VideoDict"],[0,5,1,"","VideoGenerationMask"],[0,0,1,"","VideoGenerationMaskDict"],[0,0,1,"","VideoGenerationMaskMode"],[0,5,1,"","VideoGenerationReferenceImage"],[0,0,1,"","VideoGenerationReferenceImageDict"],[0,0,1,"","VideoGenerationReferenceType"],[0,5,1,"","VideoMetadata"],[0,0,1,"","VideoMetadataDict"],[0,0,1,"","VideoOrientation"],[0,5,1,"","VideoResponseFormat"],[0,0,1,"","VideoResponseFormatDict"],[0,5,1,"","VoiceActivity"],[0,5,1,"","VoiceActivityDetectionSignal"],[0,0,1,"","VoiceActivityDetectionSignalDict"],[0,0,1,"","VoiceActivityDict"],[0,0,1,"","VoiceActivityType"],[0,5,1,"","VoiceConfig"],[0,0,1,"","VoiceConfigDict"],[0,5,1,"","VoiceConsentSignature"],[0,0,1,"","VoiceConsentSignatureDict"],[0,5,1,"","WebSearch"],[0,0,1,"","WebSearchDict"],[0,5,1,"","WebhookConfig"],[0,0,1,"","WebhookConfigDict"],[0,5,1,"","WeightedPrompt"],[0,0,1,"","WeightedPromptDict"],[0,5,1,"","WhiteSpaceConfig"],[0,0,1,"","WhiteSpaceConfigDict"],[0,5,1,"","WordInfo"],[0,0,1,"","WordInfoDict"]],"genai.types.ActivityHandling":[[0,3,1,"","ACTIVITY_HANDLING_UNSPECIFIED"],[0,3,1,"","NO_INTERRUPTION"],[0,3,1,"","START_OF_ACTIVITY_INTERRUPTS"]],"genai.types.AdapterSize":[[0,3,1,"","ADAPTER_SIZE_EIGHT"],[0,3,1,"","ADAPTER_SIZE_FOUR"],[0,3,1,"","ADAPTER_SIZE_ONE"],[0,3,1,"","ADAPTER_SIZE_SIXTEEN"],[0,3,1,"","ADAPTER_SIZE_THIRTY_TWO"],[0,3,1,"","ADAPTER_SIZE_TWO"],[0,3,1,"","ADAPTER_SIZE_UNSPECIFIED"]],"genai.types.AggregationMetric":[[0,3,1,"","AGGREGATION_METRIC_UNSPECIFIED"],[0,3,1,"","AVERAGE"],[0,3,1,"","MAXIMUM"],[0,3,1,"","MEDIAN"],[0,3,1,"","MINIMUM"],[0,3,1,"","MODE"],[0,3,1,"","PERCENTILE_P90"],[0,3,1,"","PERCENTILE_P95"],[0,3,1,"","PERCENTILE_P99"],[0,3,1,"","STANDARD_DEVIATION"],[0,3,1,"","VARIANCE"]],"genai.types.AggregationOutput":[[0,6,1,"","aggregation_results"],[0,6,1,"","dataset"]],"genai.types.AggregationOutputDict":[[0,3,1,"","aggregation_results"],[0,3,1,"","dataset"]],"genai.types.AggregationResult":[[0,6,1,"","aggregation_metric"],[0,6,1,"","bleu_metric_value"],[0,6,1,"","custom_code_execution_result"],[0,6,1,"","exact_match_metric_value"],[0,6,1,"","pairwise_metric_result"],[0,6,1,"","pointwise_metric_result"],[0,6,1,"","rouge_metric_value"]],"genai.types.AggregationResultDict":[[0,3,1,"","aggregation_metric"],[0,3,1,"","bleu_metric_value"],[0,3,1,"","custom_code_execution_result"],[0,3,1,"","exact_match_metric_value"],[0,3,1,"","pairwise_metric_result"],[0,3,1,"","pointwise_metric_result"],[0,3,1,"","rouge_metric_value"]],"genai.types.ApiAuth":[[0,6,1,"","api_key_config"]],"genai.types.ApiAuthApiKeyConfig":[[0,6,1,"","api_key_secret_version"],[0,6,1,"","api_key_string"]],"genai.types.ApiAuthApiKeyConfigDict":[[0,3,1,"","api_key_secret_version"],[0,3,1,"","api_key_string"]],"genai.types.ApiAuthDict":[[0,3,1,"","api_key_config"]],"genai.types.ApiKeyConfig":[[0,6,1,"","api_key_secret"],[0,6,1,"","api_key_string"],[0,6,1,"","http_element_location"],[0,6,1,"","name"]],"genai.types.ApiKeyConfigDict":[[0,3,1,"","api_key_secret"],[0,3,1,"","api_key_string"],[0,3,1,"","http_element_location"],[0,3,1,"","name"]],"genai.types.ApiSpec":[[0,3,1,"","API_SPEC_UNSPECIFIED"],[0,3,1,"","ELASTIC_SEARCH"],[0,3,1,"","SIMPLE_SEARCH"]],"genai.types.AspectRatio":[[0,3,1,"","ASPECT_RATIO_EIGHT_BY_ONE"],[0,3,1,"","ASPECT_RATIO_FIVE_BY_FOUR"],[0,3,1,"","ASPECT_RATIO_FOUR_BY_FIVE"],[0,3,1,"","ASPECT_RATIO_FOUR_BY_ONE"],[0,3,1,"","ASPECT_RATIO_FOUR_BY_THREE"],[0,3,1,"","ASPECT_RATIO_NINE_BY_SIXTEEN"],[0,3,1,"","ASPECT_RATIO_ONE_BY_EIGHT"],[0,3,1,"","ASPECT_RATIO_ONE_BY_FOUR"],[0,3,1,"","ASPECT_RATIO_ONE_BY_ONE"],[0,3,1,"","ASPECT_RATIO_SIXTEEN_BY_NINE"],[0,3,1,"","ASPECT_RATIO_THREE_BY_FOUR"],[0,3,1,"","ASPECT_RATIO_THREE_BY_TWO"],[0,3,1,"","ASPECT_RATIO_TWENTY_ONE_BY_NINE"],[0,3,1,"","ASPECT_RATIO_TWO_BY_THREE"],[0,3,1,"","ASPECT_RATIO_UNSPECIFIED"]],"genai.types.AudioChunk":[[0,6,1,"","data"],[0,6,1,"","mime_type"],[0,6,1,"","source_metadata"]],"genai.types.AudioChunkDict":[[0,3,1,"","data"],[0,3,1,"","mime_type"],[0,3,1,"","source_metadata"]],"genai.types.AudioResponseFormat":[[0,6,1,"","bit_rate"],[0,6,1,"","delivery"],[0,6,1,"","mime_type"],[0,6,1,"","sample_rate"]],"genai.types.AudioResponseFormatDict":[[0,3,1,"","bit_rate"],[0,3,1,"","delivery"],[0,3,1,"","mime_type"],[0,3,1,"","sample_rate"]],"genai.types.AudioTranscriptionConfig":[[0,6,1,"","adaptation_phrases"],[0,6,1,"","custom_vocabulary"],[0,6,1,"","diarization"],[0,6,1,"","language_auto"],[0,6,1,"","language_codes"],[0,6,1,"","language_hints"],[0,6,1,"","mode"],[0,6,1,"","word_timestamp"]],"genai.types.AudioTranscriptionConfigDict":[[0,3,1,"","adaptation_phrases"],[0,3,1,"","custom_vocabulary"],[0,3,1,"","diarization"],[0,3,1,"","language_auto"],[0,3,1,"","language_codes"],[0,3,1,"","language_hints"],[0,3,1,"","mode"],[0,3,1,"","word_timestamp"]],"genai.types.AudioTranscriptionConfigMode":[[0,3,1,"","MODE_UNSPECIFIED"],[0,3,1,"","SMART"],[0,3,1,"","VERBATIM"]],"genai.types.AuthConfig":[[0,6,1,"","api_key"],[0,6,1,"","api_key_config"],[0,6,1,"","auth_type"],[0,6,1,"","google_service_account_config"],[0,6,1,"","http_basic_auth_config"],[0,6,1,"","oauth_config"],[0,6,1,"","oidc_config"]],"genai.types.AuthConfigDict":[[0,3,1,"","api_key"],[0,3,1,"","api_key_config"],[0,3,1,"","auth_type"],[0,3,1,"","google_service_account_config"],[0,3,1,"","http_basic_auth_config"],[0,3,1,"","oauth_config"],[0,3,1,"","oidc_config"]],"genai.types.AuthConfigGoogleServiceAccountConfig":[[0,6,1,"","service_account"]],"genai.types.AuthConfigGoogleServiceAccountConfigDict":[[0,3,1,"","service_account"]],"genai.types.AuthConfigHttpBasicAuthConfig":[[0,6,1,"","credential_secret"]],"genai.types.AuthConfigHttpBasicAuthConfigDict":[[0,3,1,"","credential_secret"]],"genai.types.AuthConfigOauthConfig":[[0,6,1,"","access_token"],[0,6,1,"","service_account"]],"genai.types.AuthConfigOauthConfigDict":[[0,3,1,"","access_token"],[0,3,1,"","service_account"]],"genai.types.AuthConfigOidcConfig":[[0,6,1,"","id_token"],[0,6,1,"","service_account"]],"genai.types.AuthConfigOidcConfigDict":[[0,3,1,"","id_token"],[0,3,1,"","service_account"]],"genai.types.AuthToken":[[0,6,1,"","expire_time"],[0,6,1,"","name"],[0,6,1,"","new_session_expire_time"],[0,6,1,"","uses"]],"genai.types.AuthTokenDict":[[0,3,1,"","expire_time"],[0,3,1,"","name"],[0,3,1,"","new_session_expire_time"],[0,3,1,"","uses"]],"genai.types.AuthType":[[0,3,1,"","API_KEY_AUTH"],[0,3,1,"","AUTH_TYPE_UNSPECIFIED"],[0,3,1,"","GOOGLE_SERVICE_ACCOUNT_AUTH"],[0,3,1,"","HTTP_BASIC_AUTH"],[0,3,1,"","NO_AUTH"],[0,3,1,"","OAUTH"],[0,3,1,"","OIDC_AUTH"]],"genai.types.AutomaticActivityDetection":[[0,6,1,"","disabled"],[0,6,1,"","end_of_speech_sensitivity"],[0,6,1,"","prefix_padding_ms"],[0,6,1,"","silence_duration_ms"],[0,6,1,"","start_of_speech_sensitivity"]],"genai.types.AutomaticActivityDetectionDict":[[0,3,1,"","disabled"],[0,3,1,"","end_of_speech_sensitivity"],[0,3,1,"","prefix_padding_ms"],[0,3,1,"","silence_duration_ms"],[0,3,1,"","start_of_speech_sensitivity"]],"genai.types.AutomaticFunctionCallingConfig":[[0,6,1,"","disable"],[0,6,1,"","ignore_call_history"],[0,6,1,"","maximum_remote_calls"]],"genai.types.AutomaticFunctionCallingConfigDict":[[0,3,1,"","disable"],[0,3,1,"","ignore_call_history"],[0,3,1,"","maximum_remote_calls"]],"genai.types.AutoraterConfig":[[0,6,1,"","autorater_model"],[0,6,1,"","flip_enabled"],[0,6,1,"","generation_config"],[0,6,1,"","sampling_count"]],"genai.types.AutoraterConfigDict":[[0,3,1,"","autorater_model"],[0,3,1,"","flip_enabled"],[0,3,1,"","generation_config"],[0,3,1,"","sampling_count"]],"genai.types.AvatarConfig":[[0,6,1,"","audio_bitrate_bps"],[0,6,1,"","avatar_name"],[0,6,1,"","customized_avatar"],[0,6,1,"","video_bitrate_bps"]],"genai.types.AvatarConfigDict":[[0,3,1,"","audio_bitrate_bps"],[0,3,1,"","avatar_name"],[0,3,1,"","customized_avatar"],[0,3,1,"","video_bitrate_bps"]],"genai.types.BatchJob":[[0,6,1,"","completion_stats"],[0,6,1,"","create_time"],[0,6,1,"","dest"],[0,6,1,"","display_name"],[0,2,1,"","done"],[0,6,1,"","end_time"],[0,6,1,"","error"],[0,6,1,"","model"],[0,6,1,"","name"],[0,6,1,"","output_info"],[0,6,1,"","src"],[0,6,1,"","start_time"],[0,6,1,"","state"],[0,6,1,"","update_time"]],"genai.types.BatchJobDestination":[[0,6,1,"","bigquery_uri"],[0,6,1,"","file_name"],[0,6,1,"","format"],[0,6,1,"","gcs_uri"],[0,6,1,"","inlined_embed_content_responses"],[0,6,1,"","inlined_responses"],[0,6,1,"","vertex_dataset"]],"genai.types.BatchJobDestinationDict":[[0,3,1,"","bigquery_uri"],[0,3,1,"","file_name"],[0,3,1,"","format"],[0,3,1,"","gcs_uri"],[0,3,1,"","inlined_embed_content_responses"],[0,3,1,"","inlined_responses"],[0,3,1,"","vertex_dataset"]],"genai.types.BatchJobDict":[[0,3,1,"","completion_stats"],[0,3,1,"","create_time"],[0,3,1,"","dest"],[0,3,1,"","display_name"],[0,3,1,"","end_time"],[0,3,1,"","error"],[0,3,1,"","model"],[0,3,1,"","name"],[0,3,1,"","output_info"],[0,3,1,"","src"],[0,3,1,"","start_time"],[0,3,1,"","state"],[0,3,1,"","update_time"]],"genai.types.BatchJobOutputInfo":[[0,6,1,"","bigquery_output_table"],[0,6,1,"","gcs_output_directory"],[0,6,1,"","vertex_multimodal_dataset_name"]],"genai.types.BatchJobOutputInfoDict":[[0,3,1,"","bigquery_output_table"],[0,3,1,"","gcs_output_directory"],[0,3,1,"","vertex_multimodal_dataset_name"]],"genai.types.BatchJobSource":[[0,6,1,"","bigquery_uri"],[0,6,1,"","file_name"],[0,6,1,"","format"],[0,6,1,"","gcs_uri"],[0,6,1,"","inlined_requests"],[0,6,1,"","vertex_dataset_name"]],"genai.types.BatchJobSourceDict":[[0,3,1,"","bigquery_uri"],[0,3,1,"","file_name"],[0,3,1,"","format"],[0,3,1,"","gcs_uri"],[0,3,1,"","inlined_requests"],[0,3,1,"","vertex_dataset_name"]],"genai.types.Behavior":[[0,3,1,"","BLOCKING"],[0,3,1,"","NON_BLOCKING"],[0,3,1,"","UNSPECIFIED"]],"genai.types.BigQuerySource":[[0,6,1,"","input_uri"]],"genai.types.BigQuerySourceDict":[[0,3,1,"","input_uri"]],"genai.types.BleuMetricValue":[[0,6,1,"","score"]],"genai.types.BleuMetricValueDict":[[0,3,1,"","score"]],"genai.types.BleuSpec":[[0,6,1,"","use_effective_order"]],"genai.types.BleuSpecDict":[[0,3,1,"","use_effective_order"]],"genai.types.Blob":[[0,1,1,"","as_image"],[0,6,1,"","data"],[0,6,1,"","display_name"],[0,6,1,"","mime_type"]],"genai.types.BlobDict":[[0,3,1,"","data"],[0,3,1,"","display_name"],[0,3,1,"","mime_type"]],"genai.types.BlockedReason":[[0,3,1,"","BLOCKED_REASON_UNSPECIFIED"],[0,3,1,"","BLOCKLIST"],[0,3,1,"","IMAGE_SAFETY"],[0,3,1,"","JAILBREAK"],[0,3,1,"","MODEL_ARMOR"],[0,3,1,"","OTHER"],[0,3,1,"","PROHIBITED_CONTENT"],[0,3,1,"","SAFETY"]],"genai.types.CachedContent":[[0,6,1,"","create_time"],[0,6,1,"","display_name"],[0,6,1,"","expire_time"],[0,6,1,"","model"],[0,6,1,"","name"],[0,6,1,"","update_time"],[0,6,1,"","usage_metadata"]],"genai.types.CachedContentDict":[[0,3,1,"","create_time"],[0,3,1,"","display_name"],[0,3,1,"","expire_time"],[0,3,1,"","model"],[0,3,1,"","name"],[0,3,1,"","update_time"],[0,3,1,"","usage_metadata"]],"genai.types.CachedContentUsageMetadata":[[0,6,1,"","audio_duration_seconds"],[0,6,1,"","image_count"],[0,6,1,"","text_count"],[0,6,1,"","total_token_count"],[0,6,1,"","video_duration_seconds"]],"genai.types.CachedContentUsageMetadataDict":[[0,3,1,"","audio_duration_seconds"],[0,3,1,"","image_count"],[0,3,1,"","text_count"],[0,3,1,"","total_token_count"],[0,3,1,"","video_duration_seconds"]],"genai.types.CancelBatchJobConfig":[[0,6,1,"","http_options"]],"genai.types.CancelBatchJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.CancelTuningJobConfig":[[0,6,1,"","http_options"]],"genai.types.CancelTuningJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.CancelTuningJobResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.CancelTuningJobResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.Candidate":[[0,6,1,"","avg_logprobs"],[0,6,1,"","citation_metadata"],[0,6,1,"","content"],[0,6,1,"","finish_message"],[0,6,1,"","finish_reason"],[0,6,1,"","grounding_metadata"],[0,6,1,"","index"],[0,6,1,"","logprobs_result"],[0,6,1,"","safety_ratings"],[0,6,1,"","token_count"],[0,6,1,"","url_context_metadata"]],"genai.types.CandidateDict":[[0,3,1,"","avg_logprobs"],[0,3,1,"","citation_metadata"],[0,3,1,"","content"],[0,3,1,"","finish_message"],[0,3,1,"","finish_reason"],[0,3,1,"","grounding_metadata"],[0,3,1,"","index"],[0,3,1,"","logprobs_result"],[0,3,1,"","safety_ratings"],[0,3,1,"","token_count"],[0,3,1,"","url_context_metadata"]],"genai.types.Checkpoint":[[0,6,1,"","checkpoint_id"],[0,6,1,"","epoch"],[0,6,1,"","step"]],"genai.types.CheckpointDict":[[0,3,1,"","checkpoint_id"],[0,3,1,"","epoch"],[0,3,1,"","step"]],"genai.types.ChunkingConfig":[[0,6,1,"","white_space_config"]],"genai.types.ChunkingConfigDict":[[0,3,1,"","white_space_config"]],"genai.types.Citation":[[0,6,1,"","end_index"],[0,6,1,"","license"],[0,6,1,"","publication_date"],[0,6,1,"","start_index"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.CitationDict":[[0,3,1,"","end_index"],[0,3,1,"","license"],[0,3,1,"","publication_date"],[0,3,1,"","start_index"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.CitationMetadata":[[0,6,1,"","citations"]],"genai.types.CitationMetadataDict":[[0,3,1,"","citations"]],"genai.types.CodeExecutionResult":[[0,6,1,"","id"],[0,6,1,"","outcome"],[0,6,1,"","output"]],"genai.types.CodeExecutionResultDict":[[0,3,1,"","id"],[0,3,1,"","outcome"],[0,3,1,"","output"]],"genai.types.CompletionStats":[[0,6,1,"","failed_count"],[0,6,1,"","incomplete_count"],[0,6,1,"","successful_count"],[0,6,1,"","successful_forecast_point_count"]],"genai.types.CompletionStatsDict":[[0,3,1,"","failed_count"],[0,3,1,"","incomplete_count"],[0,3,1,"","successful_count"],[0,3,1,"","successful_forecast_point_count"]],"genai.types.CompositeReinforcementTuningRewardConfig":[[0,6,1,"","weighted_reward_configs"]],"genai.types.CompositeReinforcementTuningRewardConfigDict":[[0,3,1,"","weighted_reward_configs"]],"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfig":[[0,6,1,"","reward_config"],[0,6,1,"","weight"]],"genai.types.CompositeReinforcementTuningRewardConfigWeightedRewardConfigDict":[[0,3,1,"","reward_config"],[0,3,1,"","weight"]],"genai.types.ComputationBasedMetricSpec":[[0,6,1,"","parameters"],[0,6,1,"","type"]],"genai.types.ComputationBasedMetricSpecDict":[[0,3,1,"","parameters"],[0,3,1,"","type"]],"genai.types.ComputationBasedMetricType":[[0,3,1,"","BLEU"],[0,3,1,"","COMPUTATION_BASED_METRIC_TYPE_UNSPECIFIED"],[0,3,1,"","EXACT_MATCH"],[0,3,1,"","ROUGE"]],"genai.types.ComputeTokensConfig":[[0,6,1,"","http_options"]],"genai.types.ComputeTokensConfigDict":[[0,3,1,"","http_options"]],"genai.types.ComputeTokensResponse":[[0,6,1,"","sdk_http_response"],[0,6,1,"","tokens_info"]],"genai.types.ComputeTokensResponseDict":[[0,3,1,"","sdk_http_response"],[0,3,1,"","tokens_info"]],"genai.types.ComputeTokensResult":[[0,6,1,"","tokens_info"]],"genai.types.ComputeTokensResultDict":[[0,3,1,"","tokens_info"]],"genai.types.ComputerUse":[[0,6,1,"","disabled_safety_policies"],[0,6,1,"","enable_prompt_injection_detection"],[0,6,1,"","environment"],[0,6,1,"","excluded_predefined_functions"]],"genai.types.ComputerUseDict":[[0,3,1,"","disabled_safety_policies"],[0,3,1,"","enable_prompt_injection_detection"],[0,3,1,"","environment"],[0,3,1,"","excluded_predefined_functions"]],"genai.types.Content":[[0,6,1,"","parts"],[0,6,1,"","role"]],"genai.types.ContentDict":[[0,3,1,"","parts"],[0,3,1,"","role"]],"genai.types.ContentEmbedding":[[0,6,1,"","statistics"],[0,6,1,"","values"]],"genai.types.ContentEmbeddingDict":[[0,3,1,"","statistics"]],"genai.types.ContentEmbeddingStatistics":[[0,6,1,"","token_count"],[0,6,1,"","tokens_details"],[0,6,1,"","truncated"]],"genai.types.ContentEmbeddingStatisticsDict":[[0,3,1,"","token_count"],[0,3,1,"","tokens_details"],[0,3,1,"","truncated"]],"genai.types.ContentReferenceImage":[[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.ContentReferenceImageDict":[[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.ContextWindowCompressionConfig":[[0,6,1,"","sliding_window"],[0,6,1,"","trigger_tokens"]],"genai.types.ContextWindowCompressionConfigDict":[[0,3,1,"","sliding_window"],[0,3,1,"","trigger_tokens"]],"genai.types.ControlReferenceConfig":[[0,6,1,"","control_type"],[0,6,1,"","enable_control_image_computation"]],"genai.types.ControlReferenceConfigDict":[[0,3,1,"","control_type"],[0,3,1,"","enable_control_image_computation"]],"genai.types.ControlReferenceImage":[[0,6,1,"","config"],[0,6,1,"","control_image_config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.ControlReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.ControlReferenceType":[[0,3,1,"","CONTROL_TYPE_CANNY"],[0,3,1,"","CONTROL_TYPE_DEFAULT"],[0,3,1,"","CONTROL_TYPE_FACE_MESH"],[0,3,1,"","CONTROL_TYPE_SCRIBBLE"]],"genai.types.CountTokensConfig":[[0,6,1,"","generation_config"],[0,6,1,"","http_options"],[0,6,1,"","system_instruction"],[0,6,1,"","tools"]],"genai.types.CountTokensConfigDict":[[0,3,1,"","generation_config"],[0,3,1,"","http_options"],[0,3,1,"","system_instruction"],[0,3,1,"","tools"]],"genai.types.CountTokensResponse":[[0,6,1,"","cached_content_token_count"],[0,6,1,"","sdk_http_response"],[0,6,1,"","total_tokens"]],"genai.types.CountTokensResponseDict":[[0,3,1,"","cached_content_token_count"],[0,3,1,"","sdk_http_response"],[0,3,1,"","total_tokens"]],"genai.types.CountTokensResult":[[0,6,1,"","total_tokens"]],"genai.types.CountTokensResultDict":[[0,3,1,"","total_tokens"]],"genai.types.CreateAuthTokenConfig":[[0,6,1,"","expire_time"],[0,6,1,"","http_options"],[0,6,1,"","live_connect_constraints"],[0,6,1,"","lock_additional_fields"],[0,6,1,"","new_session_expire_time"],[0,6,1,"","uses"]],"genai.types.CreateAuthTokenConfigDict":[[0,3,1,"","expire_time"],[0,3,1,"","http_options"],[0,3,1,"","live_connect_constraints"],[0,3,1,"","lock_additional_fields"],[0,3,1,"","new_session_expire_time"],[0,3,1,"","uses"]],"genai.types.CreateAuthTokenParameters":[[0,6,1,"","config"]],"genai.types.CreateAuthTokenParametersDict":[[0,3,1,"","config"]],"genai.types.CreateBatchJobConfig":[[0,6,1,"","dest"],[0,6,1,"","display_name"],[0,6,1,"","http_options"],[0,6,1,"","webhook_config"]],"genai.types.CreateBatchJobConfigDict":[[0,3,1,"","dest"],[0,3,1,"","display_name"],[0,3,1,"","http_options"],[0,3,1,"","webhook_config"]],"genai.types.CreateCachedContentConfig":[[0,6,1,"","contents"],[0,6,1,"","display_name"],[0,6,1,"","expire_time"],[0,6,1,"","http_options"],[0,6,1,"","kms_key_name"],[0,6,1,"","system_instruction"],[0,6,1,"","tool_config"],[0,6,1,"","tools"],[0,6,1,"","ttl"]],"genai.types.CreateCachedContentConfigDict":[[0,3,1,"","contents"],[0,3,1,"","display_name"],[0,3,1,"","expire_time"],[0,3,1,"","http_options"],[0,3,1,"","kms_key_name"],[0,3,1,"","system_instruction"],[0,3,1,"","tool_config"],[0,3,1,"","tools"],[0,3,1,"","ttl"]],"genai.types.CreateEmbeddingsBatchJobConfig":[[0,6,1,"","display_name"],[0,6,1,"","http_options"]],"genai.types.CreateEmbeddingsBatchJobConfigDict":[[0,3,1,"","display_name"],[0,3,1,"","http_options"]],"genai.types.CreateFileConfig":[[0,6,1,"","http_options"],[0,6,1,"","should_return_http_response"]],"genai.types.CreateFileConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","should_return_http_response"]],"genai.types.CreateFileResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.CreateFileResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.CreateFileSearchStoreConfig":[[0,6,1,"","display_name"],[0,6,1,"","embedding_model"],[0,6,1,"","http_options"]],"genai.types.CreateFileSearchStoreConfigDict":[[0,3,1,"","display_name"],[0,3,1,"","embedding_model"],[0,3,1,"","http_options"]],"genai.types.CreateTuningJobConfig":[[0,6,1,"","adapter_size"],[0,6,1,"","base_teacher_model"],[0,6,1,"","batch_size"],[0,6,1,"","beta"],[0,6,1,"","checkpoint_interval"],[0,6,1,"","composite_reward_config"],[0,6,1,"","custom_base_model"],[0,6,1,"","description"],[0,6,1,"","encryption_spec"],[0,6,1,"","epoch_count"],[0,6,1,"","evaluate_interval"],[0,6,1,"","evaluation_config"],[0,6,1,"","export_last_checkpoint_only"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","learning_rate"],[0,6,1,"","learning_rate_multiplier"],[0,6,1,"","max_output_tokens"],[0,6,1,"","method"],[0,6,1,"","output_uri"],[0,6,1,"","pre_tuned_model_checkpoint_id"],[0,6,1,"","reward_config"],[0,6,1,"","samples_per_prompt"],[0,6,1,"","sft_loss_weight_multiplier"],[0,6,1,"","thinking_level"],[0,6,1,"","tuned_model_display_name"],[0,6,1,"","tuned_teacher_model_source"],[0,6,1,"","tuning_mode"],[0,6,1,"","validation_dataset"],[0,6,1,"","validation_dataset_uri"]],"genai.types.CreateTuningJobConfigDict":[[0,3,1,"","adapter_size"],[0,3,1,"","base_teacher_model"],[0,3,1,"","batch_size"],[0,3,1,"","beta"],[0,3,1,"","checkpoint_interval"],[0,3,1,"","composite_reward_config"],[0,3,1,"","custom_base_model"],[0,3,1,"","description"],[0,3,1,"","encryption_spec"],[0,3,1,"","epoch_count"],[0,3,1,"","evaluate_interval"],[0,3,1,"","evaluation_config"],[0,3,1,"","export_last_checkpoint_only"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","learning_rate"],[0,3,1,"","learning_rate_multiplier"],[0,3,1,"","max_output_tokens"],[0,3,1,"","method"],[0,3,1,"","output_uri"],[0,3,1,"","pre_tuned_model_checkpoint_id"],[0,3,1,"","reward_config"],[0,3,1,"","samples_per_prompt"],[0,3,1,"","sft_loss_weight_multiplier"],[0,3,1,"","thinking_level"],[0,3,1,"","tuned_model_display_name"],[0,3,1,"","tuned_teacher_model_source"],[0,3,1,"","tuning_mode"],[0,3,1,"","validation_dataset"],[0,3,1,"","validation_dataset_uri"]],"genai.types.CreateTuningJobParameters":[[0,6,1,"","base_model"],[0,6,1,"","config"],[0,6,1,"","training_dataset"]],"genai.types.CreateTuningJobParametersDict":[[0,3,1,"","base_model"],[0,3,1,"","config"],[0,3,1,"","training_dataset"]],"genai.types.CustomCodeExecutionResult":[[0,6,1,"","score"]],"genai.types.CustomCodeExecutionResultDict":[[0,3,1,"","score"]],"genai.types.CustomCodeExecutionSpec":[[0,6,1,"","code_execution_region"],[0,6,1,"","evaluation_function"]],"genai.types.CustomCodeExecutionSpecDict":[[0,3,1,"","code_execution_region"],[0,3,1,"","evaluation_function"]],"genai.types.CustomMetadata":[[0,6,1,"","key"],[0,6,1,"","numeric_value"],[0,6,1,"","string_list_value"],[0,6,1,"","string_value"]],"genai.types.CustomMetadataDict":[[0,3,1,"","key"],[0,3,1,"","numeric_value"],[0,3,1,"","string_list_value"],[0,3,1,"","string_value"]],"genai.types.CustomOutput":[[0,6,1,"","raw_outputs"]],"genai.types.CustomOutputDict":[[0,3,1,"","raw_outputs"]],"genai.types.CustomOutputFormatConfig":[[0,6,1,"","return_raw_output"]],"genai.types.CustomOutputFormatConfigDict":[[0,3,1,"","return_raw_output"]],"genai.types.CustomizedAvatar":[[0,6,1,"","image_data"],[0,6,1,"","image_mime_type"]],"genai.types.CustomizedAvatarDict":[[0,3,1,"","image_data"],[0,3,1,"","image_mime_type"]],"genai.types.DatasetDistribution":[[0,6,1,"","buckets"],[0,6,1,"","max"],[0,6,1,"","mean"],[0,6,1,"","median"],[0,6,1,"","min"],[0,6,1,"","p5"],[0,6,1,"","p95"],[0,6,1,"","sum"]],"genai.types.DatasetDistributionDict":[[0,3,1,"","buckets"],[0,3,1,"","max"],[0,3,1,"","mean"],[0,3,1,"","median"],[0,3,1,"","min"],[0,3,1,"","p5"],[0,3,1,"","p95"],[0,3,1,"","sum"]],"genai.types.DatasetDistributionDistributionBucket":[[0,6,1,"","count"],[0,6,1,"","left"],[0,6,1,"","right"]],"genai.types.DatasetDistributionDistributionBucketDict":[[0,3,1,"","count"],[0,3,1,"","left"],[0,3,1,"","right"]],"genai.types.DatasetStats":[[0,6,1,"","contents_per_example_distribution"],[0,6,1,"","dropped_example_indices"],[0,6,1,"","dropped_example_reasons"],[0,6,1,"","reinforcement_tuning_user_dataset_examples"],[0,6,1,"","total_billable_character_count"],[0,6,1,"","total_billable_token_count"],[0,6,1,"","total_tuning_character_count"],[0,6,1,"","tuning_dataset_example_count"],[0,6,1,"","tuning_step_count"],[0,6,1,"","user_dataset_examples"],[0,6,1,"","user_input_token_distribution"],[0,6,1,"","user_message_per_example_distribution"],[0,6,1,"","user_output_token_distribution"]],"genai.types.DatasetStatsDict":[[0,3,1,"","contents_per_example_distribution"],[0,3,1,"","dropped_example_indices"],[0,3,1,"","dropped_example_reasons"],[0,3,1,"","reinforcement_tuning_user_dataset_examples"],[0,3,1,"","total_billable_character_count"],[0,3,1,"","total_billable_token_count"],[0,3,1,"","total_tuning_character_count"],[0,3,1,"","tuning_dataset_example_count"],[0,3,1,"","tuning_step_count"],[0,3,1,"","user_dataset_examples"],[0,3,1,"","user_input_token_distribution"],[0,3,1,"","user_message_per_example_distribution"],[0,3,1,"","user_output_token_distribution"]],"genai.types.DeleteBatchJobConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteBatchJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteCachedContentConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteCachedContentConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteCachedContentResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.DeleteCachedContentResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.DeleteDocumentConfig":[[0,6,1,"","force"],[0,6,1,"","http_options"]],"genai.types.DeleteDocumentConfigDict":[[0,3,1,"","force"],[0,3,1,"","http_options"]],"genai.types.DeleteFileConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteFileConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteFileResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.DeleteFileResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.DeleteFileSearchStoreConfig":[[0,6,1,"","force"],[0,6,1,"","http_options"]],"genai.types.DeleteFileSearchStoreConfigDict":[[0,3,1,"","force"],[0,3,1,"","http_options"]],"genai.types.DeleteModelConfig":[[0,6,1,"","http_options"]],"genai.types.DeleteModelConfigDict":[[0,3,1,"","http_options"]],"genai.types.DeleteModelResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.DeleteModelResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.DeleteResourceJob":[[0,6,1,"","done"],[0,6,1,"","error"],[0,6,1,"","name"],[0,6,1,"","sdk_http_response"]],"genai.types.DeleteResourceJobDict":[[0,3,1,"","done"],[0,3,1,"","error"],[0,3,1,"","name"],[0,3,1,"","sdk_http_response"]],"genai.types.Delivery":[[0,3,1,"","DELIVERY_UNSPECIFIED"],[0,3,1,"","INLINE"],[0,3,1,"","URI"]],"genai.types.DistillationDataStats":[[0,6,1,"","training_dataset_stats"]],"genai.types.DistillationDataStatsDict":[[0,3,1,"","training_dataset_stats"]],"genai.types.DistillationHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","batch_size"],[0,6,1,"","epoch_count"],[0,6,1,"","generation_config"],[0,6,1,"","learning_rate"],[0,6,1,"","learning_rate_multiplier"]],"genai.types.DistillationHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","batch_size"],[0,3,1,"","epoch_count"],[0,3,1,"","generation_config"],[0,3,1,"","learning_rate"],[0,3,1,"","learning_rate_multiplier"]],"genai.types.DistillationSamplingSpec":[[0,6,1,"","base_teacher_model"],[0,6,1,"","hyperparameters"],[0,6,1,"","prompt_dataset_uri"],[0,6,1,"","tuned_teacher_model_source"],[0,6,1,"","validation_dataset_uri"]],"genai.types.DistillationSamplingSpecDict":[[0,3,1,"","base_teacher_model"],[0,3,1,"","hyperparameters"],[0,3,1,"","prompt_dataset_uri"],[0,3,1,"","tuned_teacher_model_source"],[0,3,1,"","validation_dataset_uri"]],"genai.types.DistillationSpec":[[0,6,1,"","base_teacher_model"],[0,6,1,"","hyper_parameters"],[0,6,1,"","pipeline_root_directory"],[0,6,1,"","prompt_dataset_uri"],[0,6,1,"","student_model"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","tuned_teacher_model_source"],[0,6,1,"","tuning_mode"],[0,6,1,"","validation_dataset_uri"]],"genai.types.DistillationSpecDict":[[0,3,1,"","base_teacher_model"],[0,3,1,"","hyper_parameters"],[0,3,1,"","pipeline_root_directory"],[0,3,1,"","prompt_dataset_uri"],[0,3,1,"","student_model"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","tuned_teacher_model_source"],[0,3,1,"","tuning_mode"],[0,3,1,"","validation_dataset_uri"]],"genai.types.Document":[[0,6,1,"","create_time"],[0,6,1,"","custom_metadata"],[0,6,1,"","display_name"],[0,6,1,"","mime_type"],[0,6,1,"","name"],[0,6,1,"","size_bytes"],[0,6,1,"","state"],[0,6,1,"","update_time"]],"genai.types.DocumentDict":[[0,3,1,"","create_time"],[0,3,1,"","custom_metadata"],[0,3,1,"","display_name"],[0,3,1,"","mime_type"],[0,3,1,"","name"],[0,3,1,"","size_bytes"],[0,3,1,"","state"],[0,3,1,"","update_time"]],"genai.types.DocumentState":[[0,3,1,"","STATE_ACTIVE"],[0,3,1,"","STATE_FAILED"],[0,3,1,"","STATE_PENDING"],[0,3,1,"","STATE_UNSPECIFIED"]],"genai.types.DownloadFileConfig":[[0,6,1,"","http_options"]],"genai.types.DownloadFileConfigDict":[[0,3,1,"","http_options"]],"genai.types.DownloadMediaConfig":[[0,6,1,"","http_options"]],"genai.types.DownloadMediaConfigDict":[[0,3,1,"","http_options"]],"genai.types.DynamicRetrievalConfig":[[0,6,1,"","dynamic_threshold"],[0,6,1,"","mode"]],"genai.types.DynamicRetrievalConfigDict":[[0,3,1,"","dynamic_threshold"],[0,3,1,"","mode"]],"genai.types.DynamicRetrievalConfigMode":[[0,3,1,"","MODE_DYNAMIC"],[0,3,1,"","MODE_UNSPECIFIED"]],"genai.types.EditImageConfig":[[0,6,1,"","add_watermark"],[0,6,1,"","aspect_ratio"],[0,6,1,"","base_steps"],[0,6,1,"","edit_mode"],[0,6,1,"","guidance_scale"],[0,6,1,"","http_options"],[0,6,1,"","include_rai_reason"],[0,6,1,"","include_safety_attributes"],[0,6,1,"","labels"],[0,6,1,"","language"],[0,6,1,"","negative_prompt"],[0,6,1,"","number_of_images"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"],[0,6,1,"","seed"]],"genai.types.EditImageConfigDict":[[0,3,1,"","add_watermark"],[0,3,1,"","aspect_ratio"],[0,3,1,"","base_steps"],[0,3,1,"","edit_mode"],[0,3,1,"","guidance_scale"],[0,3,1,"","http_options"],[0,3,1,"","include_rai_reason"],[0,3,1,"","include_safety_attributes"],[0,3,1,"","labels"],[0,3,1,"","language"],[0,3,1,"","negative_prompt"],[0,3,1,"","number_of_images"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"],[0,3,1,"","seed"]],"genai.types.EditImageResponse":[[0,6,1,"","generated_images"],[0,6,1,"","sdk_http_response"]],"genai.types.EditImageResponseDict":[[0,3,1,"","generated_images"],[0,3,1,"","sdk_http_response"]],"genai.types.EditMode":[[0,3,1,"","EDIT_MODE_BGSWAP"],[0,3,1,"","EDIT_MODE_CONTROLLED_EDITING"],[0,3,1,"","EDIT_MODE_DEFAULT"],[0,3,1,"","EDIT_MODE_INPAINT_INSERTION"],[0,3,1,"","EDIT_MODE_INPAINT_REMOVAL"],[0,3,1,"","EDIT_MODE_OUTPAINT"],[0,3,1,"","EDIT_MODE_PRODUCT_IMAGE"],[0,3,1,"","EDIT_MODE_STYLE"]],"genai.types.EmbedContentBatch":[[0,6,1,"","config"],[0,6,1,"","contents"]],"genai.types.EmbedContentBatchDict":[[0,3,1,"","config"],[0,3,1,"","contents"]],"genai.types.EmbedContentConfig":[[0,6,1,"","audio_track_extraction"],[0,6,1,"","auto_truncate"],[0,6,1,"","document_ocr"],[0,6,1,"","http_options"],[0,6,1,"","mime_type"],[0,6,1,"","output_dimensionality"],[0,6,1,"","task_type"],[0,6,1,"","title"]],"genai.types.EmbedContentConfigDict":[[0,3,1,"","audio_track_extraction"],[0,3,1,"","auto_truncate"],[0,3,1,"","document_ocr"],[0,3,1,"","http_options"],[0,3,1,"","mime_type"],[0,3,1,"","output_dimensionality"],[0,3,1,"","task_type"],[0,3,1,"","title"]],"genai.types.EmbedContentMetadata":[[0,6,1,"","billable_character_count"]],"genai.types.EmbedContentMetadataDict":[[0,3,1,"","billable_character_count"]],"genai.types.EmbedContentParameters":[[0,6,1,"","config"],[0,6,1,"","contents"],[0,6,1,"","model"]],"genai.types.EmbedContentParametersDict":[[0,3,1,"","config"],[0,3,1,"","contents"],[0,3,1,"","model"]],"genai.types.EmbedContentResponse":[[0,6,1,"","embeddings"],[0,6,1,"","metadata"],[0,6,1,"","sdk_http_response"]],"genai.types.EmbedContentResponseDict":[[0,3,1,"","embeddings"],[0,3,1,"","metadata"],[0,3,1,"","sdk_http_response"]],"genai.types.EmbeddingApiType":[[0,3,1,"","EMBED_CONTENT"],[0,3,1,"","PREDICT"]],"genai.types.EmbeddingsBatchJobSource":[[0,6,1,"","file_name"],[0,6,1,"","inlined_requests"]],"genai.types.EmbeddingsBatchJobSourceDict":[[0,3,1,"","file_name"],[0,3,1,"","inlined_requests"]],"genai.types.EncryptionSpec":[[0,6,1,"","kms_key_name"]],"genai.types.EncryptionSpecDict":[[0,3,1,"","kms_key_name"]],"genai.types.EndSensitivity":[[0,3,1,"","END_SENSITIVITY_HIGH"],[0,3,1,"","END_SENSITIVITY_LOW"],[0,3,1,"","END_SENSITIVITY_UNSPECIFIED"]],"genai.types.Endpoint":[[0,6,1,"","deployed_model_id"],[0,6,1,"","name"]],"genai.types.EndpointDict":[[0,3,1,"","deployed_model_id"],[0,3,1,"","name"]],"genai.types.EnterpriseWebSearch":[[0,6,1,"","blocking_confidence"],[0,6,1,"","exclude_domains"]],"genai.types.EnterpriseWebSearchDict":[[0,3,1,"","blocking_confidence"],[0,3,1,"","exclude_domains"]],"genai.types.EntityLabel":[[0,6,1,"","label"],[0,6,1,"","score"]],"genai.types.EntityLabelDict":[[0,3,1,"","label"],[0,3,1,"","score"]],"genai.types.Environment":[[0,3,1,"","ENVIRONMENT_BROWSER"],[0,3,1,"","ENVIRONMENT_DESKTOP"],[0,3,1,"","ENVIRONMENT_MOBILE"],[0,3,1,"","ENVIRONMENT_UNSPECIFIED"]],"genai.types.EvaluateDatasetResponse":[[0,6,1,"","aggregation_output"],[0,6,1,"","output_info"]],"genai.types.EvaluateDatasetResponseDict":[[0,3,1,"","aggregation_output"],[0,3,1,"","output_info"]],"genai.types.EvaluateDatasetRun":[[0,6,1,"","checkpoint_id"],[0,6,1,"","error"],[0,6,1,"","evaluate_dataset_response"],[0,6,1,"","evaluation_run"],[0,6,1,"","operation_name"]],"genai.types.EvaluateDatasetRunDict":[[0,3,1,"","checkpoint_id"],[0,3,1,"","error"],[0,3,1,"","evaluate_dataset_response"],[0,3,1,"","evaluation_run"],[0,3,1,"","operation_name"]],"genai.types.EvaluationConfig":[[0,6,1,"","autorater_config"],[0,6,1,"","inference_generation_config"],[0,6,1,"","metrics"],[0,6,1,"","output_config"]],"genai.types.EvaluationConfigDict":[[0,3,1,"","autorater_config"],[0,3,1,"","inference_generation_config"],[0,3,1,"","metrics"],[0,3,1,"","output_config"]],"genai.types.EvaluationDataset":[[0,6,1,"","bigquery_source"],[0,6,1,"","gcs_source"]],"genai.types.EvaluationDatasetDict":[[0,3,1,"","bigquery_source"],[0,3,1,"","gcs_source"]],"genai.types.EvaluationParserConfig":[[0,6,1,"","custom_code_parser_config"]],"genai.types.EvaluationParserConfigCustomCodeParserConfig":[[0,6,1,"","code_execution_region"],[0,6,1,"","parsing_function"]],"genai.types.EvaluationParserConfigCustomCodeParserConfigDict":[[0,3,1,"","code_execution_region"],[0,3,1,"","parsing_function"]],"genai.types.EvaluationParserConfigDict":[[0,3,1,"","custom_code_parser_config"]],"genai.types.ExactMatchMetricValue":[[0,6,1,"","score"]],"genai.types.ExactMatchMetricValueDict":[[0,3,1,"","score"]],"genai.types.ExecutableCode":[[0,6,1,"","code"],[0,6,1,"","id"],[0,6,1,"","language"]],"genai.types.ExecutableCodeDict":[[0,3,1,"","code"],[0,3,1,"","id"],[0,3,1,"","language"]],"genai.types.ExternalApi":[[0,6,1,"","api_auth"],[0,6,1,"","api_spec"],[0,6,1,"","auth_config"],[0,6,1,"","elastic_search_params"],[0,6,1,"","endpoint"],[0,6,1,"","simple_search_params"]],"genai.types.ExternalApiDict":[[0,3,1,"","api_auth"],[0,3,1,"","api_spec"],[0,3,1,"","auth_config"],[0,3,1,"","elastic_search_params"],[0,3,1,"","endpoint"],[0,3,1,"","simple_search_params"]],"genai.types.ExternalApiElasticSearchParams":[[0,6,1,"","index"],[0,6,1,"","num_hits"],[0,6,1,"","search_template"]],"genai.types.ExternalApiElasticSearchParamsDict":[[0,3,1,"","index"],[0,3,1,"","num_hits"],[0,3,1,"","search_template"]],"genai.types.FeatureSelectionPreference":[[0,3,1,"","BALANCED"],[0,3,1,"","FEATURE_SELECTION_PREFERENCE_UNSPECIFIED"],[0,3,1,"","PRIORITIZE_COST"],[0,3,1,"","PRIORITIZE_QUALITY"]],"genai.types.FetchPredictOperationConfig":[[0,6,1,"","http_options"]],"genai.types.FetchPredictOperationConfigDict":[[0,3,1,"","http_options"]],"genai.types.File":[[0,6,1,"","create_time"],[0,6,1,"","display_name"],[0,6,1,"","download_uri"],[0,6,1,"","error"],[0,6,1,"","expiration_time"],[0,6,1,"","mime_type"],[0,6,1,"","name"],[0,6,1,"","sha256_hash"],[0,6,1,"","size_bytes"],[0,6,1,"","source"],[0,6,1,"","state"],[0,6,1,"","update_time"],[0,6,1,"","uri"],[0,6,1,"","video_metadata"]],"genai.types.FileData":[[0,6,1,"","display_name"],[0,6,1,"","file_uri"],[0,6,1,"","mime_type"]],"genai.types.FileDataDict":[[0,3,1,"","display_name"],[0,3,1,"","file_uri"],[0,3,1,"","mime_type"]],"genai.types.FileDict":[[0,3,1,"","create_time"],[0,3,1,"","display_name"],[0,3,1,"","download_uri"],[0,3,1,"","error"],[0,3,1,"","expiration_time"],[0,3,1,"","mime_type"],[0,3,1,"","name"],[0,3,1,"","sha256_hash"],[0,3,1,"","size_bytes"],[0,3,1,"","source"],[0,3,1,"","state"],[0,3,1,"","update_time"],[0,3,1,"","uri"],[0,3,1,"","video_metadata"]],"genai.types.FileSearch":[[0,6,1,"","file_search_store_names"],[0,6,1,"","metadata_filter"],[0,6,1,"","top_k"]],"genai.types.FileSearchDict":[[0,3,1,"","file_search_store_names"],[0,3,1,"","metadata_filter"],[0,3,1,"","top_k"]],"genai.types.FileSearchStore":[[0,6,1,"","active_documents_count"],[0,6,1,"","create_time"],[0,6,1,"","display_name"],[0,6,1,"","embedding_model"],[0,6,1,"","failed_documents_count"],[0,6,1,"","name"],[0,6,1,"","pending_documents_count"],[0,6,1,"","size_bytes"],[0,6,1,"","update_time"]],"genai.types.FileSearchStoreDict":[[0,3,1,"","active_documents_count"],[0,3,1,"","create_time"],[0,3,1,"","display_name"],[0,3,1,"","embedding_model"],[0,3,1,"","failed_documents_count"],[0,3,1,"","name"],[0,3,1,"","pending_documents_count"],[0,3,1,"","size_bytes"],[0,3,1,"","update_time"]],"genai.types.FileSource":[[0,3,1,"","GENERATED"],[0,3,1,"","REGISTERED"],[0,3,1,"","SOURCE_UNSPECIFIED"],[0,3,1,"","UPLOADED"]],"genai.types.FileState":[[0,3,1,"","ACTIVE"],[0,3,1,"","FAILED"],[0,3,1,"","PROCESSING"],[0,3,1,"","STATE_UNSPECIFIED"]],"genai.types.FileStatus":[[0,6,1,"","code"],[0,6,1,"","details"],[0,6,1,"","message"]],"genai.types.FileStatusDict":[[0,3,1,"","code"],[0,3,1,"","details"],[0,3,1,"","message"]],"genai.types.FinishReason":[[0,3,1,"","BLOCKLIST"],[0,3,1,"","FINISH_REASON_UNSPECIFIED"],[0,3,1,"","IMAGE_OTHER"],[0,3,1,"","IMAGE_PROHIBITED_CONTENT"],[0,3,1,"","IMAGE_RECITATION"],[0,3,1,"","IMAGE_SAFETY"],[0,3,1,"","LANGUAGE"],[0,3,1,"","MALFORMED_FUNCTION_CALL"],[0,3,1,"","MAX_TOKENS"],[0,3,1,"","NO_IMAGE"],[0,3,1,"","OTHER"],[0,3,1,"","PROHIBITED_CONTENT"],[0,3,1,"","RECITATION"],[0,3,1,"","SAFETY"],[0,3,1,"","SPII"],[0,3,1,"","STOP"],[0,3,1,"","TOO_MANY_TOOL_CALLS"],[0,3,1,"","UNEXPECTED_TOOL_CALL"]],"genai.types.FullFineTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.FullFineTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.FunctionCall":[[0,6,1,"","args"],[0,6,1,"","id"],[0,6,1,"","name"],[0,6,1,"","partial_args"],[0,6,1,"","will_continue"]],"genai.types.FunctionCallDict":[[0,3,1,"","args"],[0,3,1,"","id"],[0,3,1,"","name"],[0,3,1,"","partial_args"],[0,3,1,"","will_continue"]],"genai.types.FunctionCallingConfig":[[0,6,1,"","allowed_function_names"],[0,6,1,"","mode"],[0,6,1,"","stream_function_call_arguments"]],"genai.types.FunctionCallingConfigDict":[[0,3,1,"","allowed_function_names"],[0,3,1,"","mode"],[0,3,1,"","stream_function_call_arguments"]],"genai.types.FunctionCallingConfigMode":[[0,3,1,"","ANY"],[0,3,1,"","AUTO"],[0,3,1,"","MODE_UNSPECIFIED"],[0,3,1,"","NONE"],[0,3,1,"","VALIDATED"]],"genai.types.FunctionDeclaration":[[0,6,1,"","behavior"],[0,6,1,"","description"],[0,1,1,"","from_callable"],[0,1,1,"","from_callable_with_api_option"],[0,6,1,"","name"],[0,6,1,"","parameters"],[0,6,1,"","parameters_json_schema"],[0,6,1,"","response"],[0,6,1,"","response_json_schema"]],"genai.types.FunctionDeclarationDict":[[0,3,1,"","behavior"],[0,3,1,"","description"],[0,3,1,"","name"],[0,3,1,"","parameters"],[0,3,1,"","parameters_json_schema"],[0,3,1,"","response"],[0,3,1,"","response_json_schema"]],"genai.types.FunctionResponse":[[0,1,1,"","from_mcp_response"],[0,6,1,"","id"],[0,6,1,"","name"],[0,6,1,"","parts"],[0,6,1,"","response"],[0,6,1,"","scheduling"],[0,6,1,"","will_continue"]],"genai.types.FunctionResponseBlob":[[0,6,1,"","data"],[0,6,1,"","display_name"],[0,6,1,"","mime_type"]],"genai.types.FunctionResponseBlobDict":[[0,3,1,"","data"],[0,3,1,"","display_name"],[0,3,1,"","mime_type"]],"genai.types.FunctionResponseDict":[[0,3,1,"","id"],[0,3,1,"","name"],[0,3,1,"","parts"],[0,3,1,"","response"],[0,3,1,"","scheduling"],[0,3,1,"","will_continue"]],"genai.types.FunctionResponseFileData":[[0,6,1,"","display_name"],[0,6,1,"","file_uri"],[0,6,1,"","mime_type"]],"genai.types.FunctionResponseFileDataDict":[[0,3,1,"","display_name"],[0,3,1,"","file_uri"],[0,3,1,"","mime_type"]],"genai.types.FunctionResponsePart":[[0,6,1,"","file_data"],[0,1,1,"","from_bytes"],[0,1,1,"","from_uri"],[0,6,1,"","inline_data"]],"genai.types.FunctionResponsePartDict":[[0,3,1,"","file_data"],[0,3,1,"","inline_data"]],"genai.types.FunctionResponseScheduling":[[0,3,1,"","INTERRUPT"],[0,3,1,"","SCHEDULING_UNSPECIFIED"],[0,3,1,"","SILENT"],[0,3,1,"","WHEN_IDLE"]],"genai.types.GcsDestination":[[0,6,1,"","output_uri_prefix"]],"genai.types.GcsDestinationDict":[[0,3,1,"","output_uri_prefix"]],"genai.types.GcsSource":[[0,6,1,"","uris"]],"genai.types.GcsSourceDict":[[0,3,1,"","uris"]],"genai.types.GeminiPreferenceExample":[[0,6,1,"","completions"],[0,6,1,"","contents"]],"genai.types.GeminiPreferenceExampleCompletion":[[0,6,1,"","completion"],[0,6,1,"","score"]],"genai.types.GeminiPreferenceExampleCompletionDict":[[0,3,1,"","completion"],[0,3,1,"","score"]],"genai.types.GeminiPreferenceExampleDict":[[0,3,1,"","completions"],[0,3,1,"","contents"]],"genai.types.GenerateContentConfig":[[0,6,1,"","audio_timestamp"],[0,6,1,"","audio_transcription_config"],[0,6,1,"","automatic_function_calling"],[0,6,1,"","cached_content"],[0,6,1,"","candidate_count"],[0,6,1,"","enable_enhanced_civic_answers"],[0,6,1,"","frequency_penalty"],[0,6,1,"","http_options"],[0,6,1,"","image_config"],[0,6,1,"","labels"],[0,6,1,"","logprobs"],[0,6,1,"","max_output_tokens"],[0,6,1,"","media_resolution"],[0,6,1,"","model_armor_config"],[0,6,1,"","model_selection_config"],[0,6,1,"","presence_penalty"],[0,6,1,"","response_json_schema"],[0,6,1,"","response_logprobs"],[0,6,1,"","response_mime_type"],[0,6,1,"","response_modalities"],[0,6,1,"","response_schema"],[0,6,1,"","routing_config"],[0,6,1,"","safety_settings"],[0,6,1,"","seed"],[0,6,1,"","service_tier"],[0,6,1,"","should_return_http_response"],[0,6,1,"","speech_config"],[0,6,1,"","stop_sequences"],[0,6,1,"","system_instruction"],[0,6,1,"","temperature"],[0,6,1,"","thinking_config"],[0,6,1,"","tool_config"],[0,6,1,"","tools"],[0,6,1,"","top_k"],[0,6,1,"","top_p"]],"genai.types.GenerateContentConfigDict":[[0,3,1,"","audio_timestamp"],[0,3,1,"","audio_transcription_config"],[0,3,1,"","automatic_function_calling"],[0,3,1,"","cached_content"],[0,3,1,"","candidate_count"],[0,3,1,"","enable_enhanced_civic_answers"],[0,3,1,"","frequency_penalty"],[0,3,1,"","http_options"],[0,3,1,"","image_config"],[0,3,1,"","labels"],[0,3,1,"","logprobs"],[0,3,1,"","max_output_tokens"],[0,3,1,"","media_resolution"],[0,3,1,"","model_armor_config"],[0,3,1,"","model_selection_config"],[0,3,1,"","presence_penalty"],[0,3,1,"","response_json_schema"],[0,3,1,"","response_logprobs"],[0,3,1,"","response_mime_type"],[0,3,1,"","response_modalities"],[0,3,1,"","response_schema"],[0,3,1,"","routing_config"],[0,3,1,"","safety_settings"],[0,3,1,"","seed"],[0,3,1,"","service_tier"],[0,3,1,"","should_return_http_response"],[0,3,1,"","speech_config"],[0,3,1,"","stop_sequences"],[0,3,1,"","system_instruction"],[0,3,1,"","temperature"],[0,3,1,"","thinking_config"],[0,3,1,"","tool_config"],[0,3,1,"","tools"],[0,3,1,"","top_k"],[0,3,1,"","top_p"]],"genai.types.GenerateContentResponse":[[0,6,1,"","automatic_function_calling_history"],[0,6,1,"","candidates"],[0,2,1,"","code_execution_result"],[0,6,1,"","create_time"],[0,2,1,"","executable_code"],[0,2,1,"","function_calls"],[0,6,1,"","model_status"],[0,6,1,"","model_version"],[0,6,1,"","parsed"],[0,2,1,"","parts"],[0,6,1,"","prompt_feedback"],[0,6,1,"","response_id"],[0,6,1,"","sdk_http_response"],[0,2,1,"","text"],[0,6,1,"","usage_metadata"]],"genai.types.GenerateContentResponseDict":[[0,3,1,"","candidates"],[0,3,1,"","create_time"],[0,3,1,"","model_status"],[0,3,1,"","model_version"],[0,3,1,"","prompt_feedback"],[0,3,1,"","response_id"],[0,3,1,"","sdk_http_response"],[0,3,1,"","usage_metadata"]],"genai.types.GenerateContentResponsePromptFeedback":[[0,6,1,"","block_reason"],[0,6,1,"","block_reason_message"],[0,6,1,"","safety_ratings"]],"genai.types.GenerateContentResponsePromptFeedbackDict":[[0,3,1,"","block_reason"],[0,3,1,"","block_reason_message"],[0,3,1,"","safety_ratings"]],"genai.types.GenerateContentResponseUsageMetadata":[[0,6,1,"","cache_tokens_details"],[0,6,1,"","cached_content_token_count"],[0,6,1,"","candidates_token_count"],[0,6,1,"","candidates_tokens_details"],[0,6,1,"","prompt_token_count"],[0,6,1,"","prompt_tokens_details"],[0,6,1,"","thoughts_token_count"],[0,6,1,"","tool_use_prompt_token_count"],[0,6,1,"","tool_use_prompt_tokens_details"],[0,6,1,"","total_token_count"],[0,6,1,"","traffic_type"]],"genai.types.GenerateContentResponseUsageMetadataDict":[[0,3,1,"","cache_tokens_details"],[0,3,1,"","cached_content_token_count"],[0,3,1,"","candidates_token_count"],[0,3,1,"","candidates_tokens_details"],[0,3,1,"","prompt_token_count"],[0,3,1,"","prompt_tokens_details"],[0,3,1,"","thoughts_token_count"],[0,3,1,"","tool_use_prompt_token_count"],[0,3,1,"","tool_use_prompt_tokens_details"],[0,3,1,"","total_token_count"],[0,3,1,"","traffic_type"]],"genai.types.GenerateImagesConfig":[[0,6,1,"","add_watermark"],[0,6,1,"","aspect_ratio"],[0,6,1,"","enhance_prompt"],[0,6,1,"","guidance_scale"],[0,6,1,"","http_options"],[0,6,1,"","image_size"],[0,6,1,"","include_rai_reason"],[0,6,1,"","include_safety_attributes"],[0,6,1,"","labels"],[0,6,1,"","language"],[0,6,1,"","negative_prompt"],[0,6,1,"","number_of_images"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"],[0,6,1,"","seed"]],"genai.types.GenerateImagesConfigDict":[[0,3,1,"","add_watermark"],[0,3,1,"","aspect_ratio"],[0,3,1,"","enhance_prompt"],[0,3,1,"","guidance_scale"],[0,3,1,"","http_options"],[0,3,1,"","image_size"],[0,3,1,"","include_rai_reason"],[0,3,1,"","include_safety_attributes"],[0,3,1,"","labels"],[0,3,1,"","language"],[0,3,1,"","negative_prompt"],[0,3,1,"","number_of_images"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"],[0,3,1,"","seed"]],"genai.types.GenerateImagesResponse":[[0,6,1,"","generated_images"],[0,2,1,"","images"],[0,6,1,"","positive_prompt_safety_attributes"],[0,6,1,"","sdk_http_response"]],"genai.types.GenerateImagesResponseDict":[[0,3,1,"","generated_images"],[0,3,1,"","positive_prompt_safety_attributes"],[0,3,1,"","sdk_http_response"]],"genai.types.GenerateVideosConfig":[[0,6,1,"","aspect_ratio"],[0,6,1,"","compression_quality"],[0,6,1,"","duration_seconds"],[0,6,1,"","enhance_prompt"],[0,6,1,"","fps"],[0,6,1,"","generate_audio"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","last_frame"],[0,6,1,"","mask"],[0,6,1,"","negative_prompt"],[0,6,1,"","number_of_videos"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","person_generation"],[0,6,1,"","pubsub_topic"],[0,6,1,"","reference_images"],[0,6,1,"","resize_mode"],[0,6,1,"","resolution"],[0,6,1,"","seed"],[0,6,1,"","webhook_config"]],"genai.types.GenerateVideosConfigDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","compression_quality"],[0,3,1,"","duration_seconds"],[0,3,1,"","enhance_prompt"],[0,3,1,"","fps"],[0,3,1,"","generate_audio"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","last_frame"],[0,3,1,"","mask"],[0,3,1,"","negative_prompt"],[0,3,1,"","number_of_videos"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","person_generation"],[0,3,1,"","pubsub_topic"],[0,3,1,"","reference_images"],[0,3,1,"","resize_mode"],[0,3,1,"","resolution"],[0,3,1,"","seed"],[0,3,1,"","webhook_config"]],"genai.types.GenerateVideosOperation":[[0,1,1,"","from_api_response"],[0,6,1,"","response"],[0,6,1,"","result"]],"genai.types.GenerateVideosResponse":[[0,6,1,"","generated_videos"],[0,6,1,"","rai_media_filtered_count"],[0,6,1,"","rai_media_filtered_reasons"]],"genai.types.GenerateVideosResponseDict":[[0,3,1,"","generated_videos"],[0,3,1,"","rai_media_filtered_count"],[0,3,1,"","rai_media_filtered_reasons"]],"genai.types.GenerateVideosSource":[[0,6,1,"","image"],[0,6,1,"","prompt"],[0,6,1,"","video"]],"genai.types.GenerateVideosSourceDict":[[0,3,1,"","image"],[0,3,1,"","prompt"],[0,3,1,"","video"]],"genai.types.GeneratedImage":[[0,6,1,"","enhanced_prompt"],[0,6,1,"","image"],[0,6,1,"","rai_filtered_reason"],[0,6,1,"","safety_attributes"]],"genai.types.GeneratedImageDict":[[0,3,1,"","enhanced_prompt"],[0,3,1,"","image"],[0,3,1,"","rai_filtered_reason"],[0,3,1,"","safety_attributes"]],"genai.types.GeneratedImageMask":[[0,6,1,"","labels"],[0,6,1,"","mask"]],"genai.types.GeneratedImageMaskDict":[[0,3,1,"","labels"],[0,3,1,"","mask"]],"genai.types.GeneratedVideo":[[0,6,1,"","video"]],"genai.types.GeneratedVideoDict":[[0,3,1,"","video"]],"genai.types.GenerationConfig":[[0,6,1,"","audio_timestamp"],[0,6,1,"","audio_transcription_config"],[0,6,1,"","candidate_count"],[0,6,1,"","enable_affective_dialog"],[0,6,1,"","enable_enhanced_civic_answers"],[0,6,1,"","frequency_penalty"],[0,6,1,"","logprobs"],[0,6,1,"","max_output_tokens"],[0,6,1,"","media_resolution"],[0,6,1,"","model_selection_config"],[0,6,1,"","presence_penalty"],[0,6,1,"","response_format"],[0,6,1,"","response_json_schema"],[0,6,1,"","response_logprobs"],[0,6,1,"","response_mime_type"],[0,6,1,"","response_modalities"],[0,6,1,"","response_schema"],[0,6,1,"","routing_config"],[0,6,1,"","seed"],[0,6,1,"","speech_config"],[0,6,1,"","stop_sequences"],[0,6,1,"","temperature"],[0,6,1,"","thinking_config"],[0,6,1,"","top_k"],[0,6,1,"","top_p"],[0,6,1,"","translation_config"]],"genai.types.GenerationConfigDict":[[0,3,1,"","audio_timestamp"],[0,3,1,"","audio_transcription_config"],[0,3,1,"","candidate_count"],[0,3,1,"","enable_affective_dialog"],[0,3,1,"","enable_enhanced_civic_answers"],[0,3,1,"","frequency_penalty"],[0,3,1,"","logprobs"],[0,3,1,"","max_output_tokens"],[0,3,1,"","media_resolution"],[0,3,1,"","model_selection_config"],[0,3,1,"","presence_penalty"],[0,3,1,"","response_format"],[0,3,1,"","response_json_schema"],[0,3,1,"","response_logprobs"],[0,3,1,"","response_mime_type"],[0,3,1,"","response_modalities"],[0,3,1,"","response_schema"],[0,3,1,"","routing_config"],[0,3,1,"","seed"],[0,3,1,"","speech_config"],[0,3,1,"","stop_sequences"],[0,3,1,"","temperature"],[0,3,1,"","thinking_config"],[0,3,1,"","top_k"],[0,3,1,"","top_p"],[0,3,1,"","translation_config"]],"genai.types.GenerationConfigRoutingConfig":[[0,6,1,"","auto_mode"],[0,6,1,"","manual_mode"]],"genai.types.GenerationConfigRoutingConfigAutoRoutingMode":[[0,6,1,"","model_routing_preference"]],"genai.types.GenerationConfigRoutingConfigAutoRoutingModeDict":[[0,3,1,"","model_routing_preference"]],"genai.types.GenerationConfigRoutingConfigDict":[[0,3,1,"","auto_mode"],[0,3,1,"","manual_mode"]],"genai.types.GenerationConfigRoutingConfigManualRoutingMode":[[0,6,1,"","model_name"]],"genai.types.GenerationConfigRoutingConfigManualRoutingModeDict":[[0,3,1,"","model_name"]],"genai.types.GenerationConfigThinkingConfigDict":[[0,3,1,"","include_thoughts"],[0,3,1,"","thinking_budget"],[0,3,1,"","thinking_level"]],"genai.types.GetBatchJobConfig":[[0,6,1,"","http_options"]],"genai.types.GetBatchJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetCachedContentConfig":[[0,6,1,"","http_options"]],"genai.types.GetCachedContentConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetDocumentConfig":[[0,6,1,"","http_options"]],"genai.types.GetDocumentConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetFileConfig":[[0,6,1,"","http_options"]],"genai.types.GetFileConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetFileSearchStoreConfig":[[0,6,1,"","http_options"]],"genai.types.GetFileSearchStoreConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetModelConfig":[[0,6,1,"","http_options"]],"genai.types.GetModelConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetOperationConfig":[[0,6,1,"","http_options"]],"genai.types.GetOperationConfigDict":[[0,3,1,"","http_options"]],"genai.types.GetTuningJobConfig":[[0,6,1,"","http_options"]],"genai.types.GetTuningJobConfigDict":[[0,3,1,"","http_options"]],"genai.types.GoogleMaps":[[0,6,1,"","auth_config"],[0,6,1,"","enable_widget"],[0,6,1,"","grounding_types"]],"genai.types.GoogleMapsDict":[[0,3,1,"","auth_config"],[0,3,1,"","enable_widget"],[0,3,1,"","grounding_types"]],"genai.types.GoogleMapsGroundingTypes":[[0,6,1,"","places"],[0,6,1,"","routing"]],"genai.types.GoogleMapsGroundingTypesDict":[[0,3,1,"","places"],[0,3,1,"","routing"]],"genai.types.GoogleRpcStatus":[[0,6,1,"","code"],[0,6,1,"","details"],[0,6,1,"","message"]],"genai.types.GoogleRpcStatusDict":[[0,3,1,"","code"],[0,3,1,"","details"],[0,3,1,"","message"]],"genai.types.GoogleSearch":[[0,6,1,"","blocking_confidence"],[0,6,1,"","exclude_domains"],[0,6,1,"","search_types"],[0,6,1,"","time_range_filter"]],"genai.types.GoogleSearchDict":[[0,3,1,"","blocking_confidence"],[0,3,1,"","exclude_domains"],[0,3,1,"","search_types"],[0,3,1,"","time_range_filter"]],"genai.types.GoogleSearchRetrieval":[[0,6,1,"","dynamic_retrieval_config"]],"genai.types.GoogleSearchRetrievalDict":[[0,3,1,"","dynamic_retrieval_config"]],"genai.types.GoogleTypeDate":[[0,6,1,"","day"],[0,6,1,"","month"],[0,6,1,"","year"]],"genai.types.GoogleTypeDateDict":[[0,3,1,"","day"],[0,3,1,"","month"],[0,3,1,"","year"]],"genai.types.GroundingChunk":[[0,6,1,"","image"],[0,6,1,"","maps"],[0,6,1,"","retrieved_context"],[0,6,1,"","web"]],"genai.types.GroundingChunkCustomMetadata":[[0,6,1,"","key"],[0,6,1,"","numeric_value"],[0,6,1,"","string_list_value"],[0,6,1,"","string_value"]],"genai.types.GroundingChunkCustomMetadataDict":[[0,3,1,"","key"],[0,3,1,"","numeric_value"],[0,3,1,"","string_list_value"],[0,3,1,"","string_value"]],"genai.types.GroundingChunkDict":[[0,3,1,"","image"],[0,3,1,"","maps"],[0,3,1,"","retrieved_context"],[0,3,1,"","web"]],"genai.types.GroundingChunkImage":[[0,6,1,"","domain"],[0,6,1,"","image_uri"],[0,6,1,"","source_uri"],[0,6,1,"","title"]],"genai.types.GroundingChunkImageDict":[[0,3,1,"","domain"],[0,3,1,"","image_uri"],[0,3,1,"","source_uri"],[0,3,1,"","title"]],"genai.types.GroundingChunkMaps":[[0,6,1,"","place_answer_sources"],[0,6,1,"","place_id"],[0,6,1,"","route"],[0,6,1,"","text"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.GroundingChunkMapsDict":[[0,3,1,"","place_answer_sources"],[0,3,1,"","place_id"],[0,3,1,"","route"],[0,3,1,"","text"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.GroundingChunkMapsPlaceAnswerSources":[[0,6,1,"","flag_content_uri"],[0,6,1,"","review_snippet"],[0,6,1,"","review_snippets"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttribution":[[0,6,1,"","display_name"],[0,6,1,"","photo_uri"],[0,6,1,"","uri"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesAuthorAttributionDict":[[0,3,1,"","display_name"],[0,3,1,"","photo_uri"],[0,3,1,"","uri"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesDict":[[0,3,1,"","flag_content_uri"],[0,3,1,"","review_snippet"],[0,3,1,"","review_snippets"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippet":[[0,6,1,"","author_attribution"],[0,6,1,"","flag_content_uri"],[0,6,1,"","google_maps_uri"],[0,6,1,"","relative_publish_time_description"],[0,6,1,"","review"],[0,6,1,"","review_id"],[0,6,1,"","title"]],"genai.types.GroundingChunkMapsPlaceAnswerSourcesReviewSnippetDict":[[0,3,1,"","author_attribution"],[0,3,1,"","flag_content_uri"],[0,3,1,"","google_maps_uri"],[0,3,1,"","relative_publish_time_description"],[0,3,1,"","review"],[0,3,1,"","review_id"],[0,3,1,"","title"]],"genai.types.GroundingChunkMapsRoute":[[0,6,1,"","distance_meters"],[0,6,1,"","duration"],[0,6,1,"","encoded_polyline"]],"genai.types.GroundingChunkMapsRouteDict":[[0,3,1,"","distance_meters"],[0,3,1,"","duration"],[0,3,1,"","encoded_polyline"]],"genai.types.GroundingChunkRetrievedContext":[[0,6,1,"","custom_metadata"],[0,6,1,"","document_name"],[0,6,1,"","file_search_store"],[0,6,1,"","media_id"],[0,6,1,"","page_number"],[0,6,1,"","rag_chunk"],[0,6,1,"","text"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.GroundingChunkRetrievedContextDict":[[0,3,1,"","custom_metadata"],[0,3,1,"","document_name"],[0,3,1,"","file_search_store"],[0,3,1,"","media_id"],[0,3,1,"","page_number"],[0,3,1,"","rag_chunk"],[0,3,1,"","text"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.GroundingChunkStringList":[[0,6,1,"","values"]],"genai.types.GroundingChunkWeb":[[0,6,1,"","domain"],[0,6,1,"","title"],[0,6,1,"","uri"]],"genai.types.GroundingChunkWebDict":[[0,3,1,"","domain"],[0,3,1,"","title"],[0,3,1,"","uri"]],"genai.types.GroundingMetadata":[[0,6,1,"","google_maps_widget_context_token"],[0,6,1,"","grounding_chunks"],[0,6,1,"","grounding_supports"],[0,6,1,"","image_search_queries"],[0,6,1,"","retrieval_metadata"],[0,6,1,"","retrieval_queries"],[0,6,1,"","search_entry_point"],[0,6,1,"","source_flagging_uris"],[0,6,1,"","web_search_queries"]],"genai.types.GroundingMetadataDict":[[0,3,1,"","google_maps_widget_context_token"],[0,3,1,"","grounding_chunks"],[0,3,1,"","grounding_supports"],[0,3,1,"","image_search_queries"],[0,3,1,"","retrieval_metadata"],[0,3,1,"","retrieval_queries"],[0,3,1,"","search_entry_point"],[0,3,1,"","source_flagging_uris"],[0,3,1,"","web_search_queries"]],"genai.types.GroundingMetadataSourceFlaggingUri":[[0,6,1,"","flag_content_uri"],[0,6,1,"","source_id"]],"genai.types.GroundingMetadataSourceFlaggingUriDict":[[0,3,1,"","flag_content_uri"],[0,3,1,"","source_id"]],"genai.types.GroundingSupport":[[0,6,1,"","confidence_scores"],[0,6,1,"","grounding_chunk_indices"],[0,6,1,"","rendered_parts"],[0,6,1,"","segment"]],"genai.types.GroundingSupportDict":[[0,3,1,"","confidence_scores"],[0,3,1,"","grounding_chunk_indices"],[0,3,1,"","rendered_parts"],[0,3,1,"","segment"]],"genai.types.HarmBlockMethod":[[0,3,1,"","HARM_BLOCK_METHOD_UNSPECIFIED"],[0,3,1,"","PROBABILITY"],[0,3,1,"","SEVERITY"]],"genai.types.HarmBlockThreshold":[[0,3,1,"","BLOCK_LOW_AND_ABOVE"],[0,3,1,"","BLOCK_MEDIUM_AND_ABOVE"],[0,3,1,"","BLOCK_NONE"],[0,3,1,"","BLOCK_ONLY_HIGH"],[0,3,1,"","HARM_BLOCK_THRESHOLD_UNSPECIFIED"],[0,3,1,"","OFF"]],"genai.types.HarmCategory":[[0,3,1,"","HARM_CATEGORY_CIVIC_INTEGRITY"],[0,3,1,"","HARM_CATEGORY_DANGEROUS_CONTENT"],[0,3,1,"","HARM_CATEGORY_HARASSMENT"],[0,3,1,"","HARM_CATEGORY_HATE_SPEECH"],[0,3,1,"","HARM_CATEGORY_IMAGE_DANGEROUS_CONTENT"],[0,3,1,"","HARM_CATEGORY_IMAGE_HARASSMENT"],[0,3,1,"","HARM_CATEGORY_IMAGE_HATE"],[0,3,1,"","HARM_CATEGORY_IMAGE_SEXUALLY_EXPLICIT"],[0,3,1,"","HARM_CATEGORY_JAILBREAK"],[0,3,1,"","HARM_CATEGORY_SEXUALLY_EXPLICIT"],[0,3,1,"","HARM_CATEGORY_UNSPECIFIED"]],"genai.types.HarmProbability":[[0,3,1,"","HARM_PROBABILITY_UNSPECIFIED"],[0,3,1,"","HIGH"],[0,3,1,"","LOW"],[0,3,1,"","MEDIUM"],[0,3,1,"","NEGLIGIBLE"]],"genai.types.HarmSeverity":[[0,3,1,"","HARM_SEVERITY_HIGH"],[0,3,1,"","HARM_SEVERITY_LOW"],[0,3,1,"","HARM_SEVERITY_MEDIUM"],[0,3,1,"","HARM_SEVERITY_NEGLIGIBLE"],[0,3,1,"","HARM_SEVERITY_UNSPECIFIED"]],"genai.types.HistoryConfig":[[0,6,1,"","initial_history_in_client_content"]],"genai.types.HistoryConfigDict":[[0,3,1,"","initial_history_in_client_content"]],"genai.types.HttpElementLocation":[[0,3,1,"","HTTP_IN_BODY"],[0,3,1,"","HTTP_IN_COOKIE"],[0,3,1,"","HTTP_IN_HEADER"],[0,3,1,"","HTTP_IN_PATH"],[0,3,1,"","HTTP_IN_QUERY"],[0,3,1,"","HTTP_IN_UNSPECIFIED"]],"genai.types.HttpOptions":[[0,6,1,"","aiohttp_client"],[0,6,1,"","api_version"],[0,6,1,"","async_client_args"],[0,6,1,"","base_url"],[0,6,1,"","base_url_resource_scope"],[0,6,1,"","client_args"],[0,6,1,"","extra_body"],[0,6,1,"","headers"],[0,6,1,"","httpx_async_client"],[0,6,1,"","httpx_client"],[0,6,1,"","retry_options"],[0,6,1,"","timeout"]],"genai.types.HttpOptionsDict":[[0,3,1,"","api_version"],[0,3,1,"","async_client_args"],[0,3,1,"","base_url"],[0,3,1,"","base_url_resource_scope"],[0,3,1,"","client_args"],[0,3,1,"","extra_body"],[0,3,1,"","headers"],[0,3,1,"","retry_options"],[0,3,1,"","timeout"]],"genai.types.HttpResponse":[[0,6,1,"","body"],[0,6,1,"","headers"]],"genai.types.HttpResponseDict":[[0,3,1,"","body"],[0,3,1,"","headers"]],"genai.types.HttpRetryOptions":[[0,6,1,"","attempts"],[0,6,1,"","exp_base"],[0,6,1,"","http_status_codes"],[0,6,1,"","initial_delay"],[0,6,1,"","jitter"],[0,6,1,"","max_delay"]],"genai.types.HttpRetryOptionsDict":[[0,3,1,"","attempts"],[0,3,1,"","exp_base"],[0,3,1,"","http_status_codes"],[0,3,1,"","initial_delay"],[0,3,1,"","jitter"],[0,3,1,"","max_delay"]],"genai.types.Image":[[0,1,1,"","from_file"],[0,6,1,"","gcs_uri"],[0,6,1,"","image_bytes"],[0,6,1,"","mime_type"],[0,1,1,"","model_post_init"],[0,1,1,"","save"],[0,1,1,"","show"]],"genai.types.ImageConfig":[[0,6,1,"","aspect_ratio"],[0,6,1,"","image_output_options"],[0,6,1,"","image_size"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","prominent_people"]],"genai.types.ImageConfigDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","image_output_options"],[0,3,1,"","image_size"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","prominent_people"]],"genai.types.ImageConfigImageOutputOptions":[[0,6,1,"","compression_quality"],[0,6,1,"","mime_type"]],"genai.types.ImageConfigImageOutputOptionsDict":[[0,3,1,"","compression_quality"],[0,3,1,"","mime_type"]],"genai.types.ImageDict":[[0,3,1,"","gcs_uri"],[0,3,1,"","image_bytes"],[0,3,1,"","mime_type"]],"genai.types.ImagePromptLanguage":[[0,3,1,"","auto"],[0,3,1,"","en"],[0,3,1,"","es"],[0,3,1,"","hi"],[0,3,1,"","ja"],[0,3,1,"","ko"],[0,3,1,"","pt"],[0,3,1,"","zh"]],"genai.types.ImageResizeMode":[[0,3,1,"","CROP"],[0,3,1,"","PAD"]],"genai.types.ImageResponseFormat":[[0,6,1,"","aspect_ratio"],[0,6,1,"","delivery"],[0,6,1,"","image_size"],[0,6,1,"","mime_type"]],"genai.types.ImageResponseFormatDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","delivery"],[0,3,1,"","image_size"],[0,3,1,"","mime_type"]],"genai.types.ImageSize":[[0,3,1,"","IMAGE_SIZE_FIVE_TWELVE"],[0,3,1,"","IMAGE_SIZE_FOUR_K"],[0,3,1,"","IMAGE_SIZE_ONE_K"],[0,3,1,"","IMAGE_SIZE_TWO_K"],[0,3,1,"","IMAGE_SIZE_UNSPECIFIED"]],"genai.types.ImportFileConfig":[[0,6,1,"","chunking_config"],[0,6,1,"","custom_metadata"],[0,6,1,"","http_options"]],"genai.types.ImportFileConfigDict":[[0,3,1,"","chunking_config"],[0,3,1,"","custom_metadata"],[0,3,1,"","http_options"]],"genai.types.ImportFileOperation":[[0,1,1,"","from_api_response"],[0,6,1,"","response"]],"genai.types.ImportFileResponse":[[0,6,1,"","document_name"],[0,6,1,"","parent"],[0,6,1,"","sdk_http_response"]],"genai.types.ImportFileResponseDict":[[0,3,1,"","document_name"],[0,3,1,"","parent"],[0,3,1,"","sdk_http_response"]],"genai.types.InlinedEmbedContentResponse":[[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","response"]],"genai.types.InlinedEmbedContentResponseDict":[[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","response"]],"genai.types.InlinedRequest":[[0,6,1,"","config"],[0,6,1,"","contents"],[0,6,1,"","metadata"],[0,6,1,"","model"]],"genai.types.InlinedRequestDict":[[0,3,1,"","config"],[0,3,1,"","contents"],[0,3,1,"","metadata"],[0,3,1,"","model"]],"genai.types.InlinedResponse":[[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","response"]],"genai.types.InlinedResponseDict":[[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","response"]],"genai.types.InteractionStatus":[[0,3,1,"","IDLE"],[0,3,1,"","INTERACTION_STATUS_UNSPECIFIED"],[0,3,1,"","IN_PROGRESS"],[0,3,1,"","REQUIRES_ACTION"]],"genai.types.Interval":[[0,6,1,"","end_time"],[0,6,1,"","start_time"]],"genai.types.IntervalDict":[[0,3,1,"","end_time"],[0,3,1,"","start_time"]],"genai.types.JSONSchema":[[0,6,1,"","additional_properties"],[0,6,1,"","any_of"],[0,6,1,"","default"],[0,6,1,"","defs"],[0,6,1,"","description"],[0,6,1,"","enum"],[0,6,1,"","format"],[0,6,1,"","items"],[0,6,1,"","max_items"],[0,6,1,"","max_length"],[0,6,1,"","max_properties"],[0,6,1,"","maximum"],[0,6,1,"","min_items"],[0,6,1,"","min_length"],[0,6,1,"","min_properties"],[0,6,1,"","minimum"],[0,6,1,"","one_of"],[0,6,1,"","pattern"],[0,6,1,"","properties"],[0,6,1,"","ref"],[0,6,1,"","required"],[0,6,1,"","title"],[0,6,1,"","type"],[0,6,1,"","unique_items"]],"genai.types.JSONSchemaType":[[0,3,1,"","ARRAY"],[0,3,1,"","BOOLEAN"],[0,3,1,"","INTEGER"],[0,3,1,"","NULL"],[0,3,1,"","NUMBER"],[0,3,1,"","OBJECT"],[0,3,1,"","STRING"]],"genai.types.JobError":[[0,6,1,"","code"],[0,6,1,"","details"],[0,6,1,"","message"]],"genai.types.JobErrorDict":[[0,3,1,"","code"],[0,3,1,"","details"],[0,3,1,"","message"]],"genai.types.JobState":[[0,3,1,"","JOB_STATE_CANCELLED"],[0,3,1,"","JOB_STATE_CANCELLING"],[0,3,1,"","JOB_STATE_EXPIRED"],[0,3,1,"","JOB_STATE_FAILED"],[0,3,1,"","JOB_STATE_PARTIALLY_SUCCEEDED"],[0,3,1,"","JOB_STATE_PAUSED"],[0,3,1,"","JOB_STATE_PENDING"],[0,3,1,"","JOB_STATE_QUEUED"],[0,3,1,"","JOB_STATE_RUNNING"],[0,3,1,"","JOB_STATE_SUCCEEDED"],[0,3,1,"","JOB_STATE_UNSPECIFIED"],[0,3,1,"","JOB_STATE_UPDATING"]],"genai.types.LLMBasedMetricSpec":[[0,6,1,"","additional_config"],[0,6,1,"","judge_autorater_config"],[0,6,1,"","metric_prompt_template"],[0,6,1,"","predefined_rubric_generation_spec"],[0,6,1,"","result_parser_config"],[0,6,1,"","rubric_generation_spec"],[0,6,1,"","rubric_group_key"],[0,6,1,"","system_instruction"]],"genai.types.LLMBasedMetricSpecDict":[[0,3,1,"","additional_config"],[0,3,1,"","judge_autorater_config"],[0,3,1,"","metric_prompt_template"],[0,3,1,"","predefined_rubric_generation_spec"],[0,3,1,"","result_parser_config"],[0,3,1,"","rubric_generation_spec"],[0,3,1,"","rubric_group_key"],[0,3,1,"","system_instruction"]],"genai.types.Language":[[0,3,1,"","LANGUAGE_UNSPECIFIED"],[0,3,1,"","PYTHON"]],"genai.types.LanguageHints":[[0,6,1,"","language_codes"]],"genai.types.LanguageHintsDict":[[0,3,1,"","language_codes"]],"genai.types.LatLng":[[0,6,1,"","latitude"],[0,6,1,"","longitude"]],"genai.types.LatLngDict":[[0,3,1,"","latitude"],[0,3,1,"","longitude"]],"genai.types.ListBatchJobsConfig":[[0,6,1,"","filter"],[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListBatchJobsConfigDict":[[0,3,1,"","filter"],[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListBatchJobsResponse":[[0,6,1,"","batch_jobs"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListBatchJobsResponseDict":[[0,3,1,"","batch_jobs"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListCachedContentsConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListCachedContentsConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListCachedContentsResponse":[[0,6,1,"","cached_contents"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListCachedContentsResponseDict":[[0,3,1,"","cached_contents"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListDocumentsConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListDocumentsConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListDocumentsResponse":[[0,6,1,"","documents"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListDocumentsResponseDict":[[0,3,1,"","documents"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListFileSearchStoresConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListFileSearchStoresConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListFileSearchStoresResponse":[[0,6,1,"","file_search_stores"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListFileSearchStoresResponseDict":[[0,3,1,"","file_search_stores"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListFilesConfig":[[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListFilesConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListFilesResponse":[[0,6,1,"","files"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListFilesResponseDict":[[0,3,1,"","files"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListModelsConfig":[[0,6,1,"","filter"],[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"],[0,6,1,"","query_base"]],"genai.types.ListModelsConfigDict":[[0,3,1,"","filter"],[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"],[0,3,1,"","query_base"]],"genai.types.ListModelsResponse":[[0,6,1,"","models"],[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"]],"genai.types.ListModelsResponseDict":[[0,3,1,"","models"],[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"]],"genai.types.ListTuningJobsConfig":[[0,6,1,"","filter"],[0,6,1,"","http_options"],[0,6,1,"","page_size"],[0,6,1,"","page_token"]],"genai.types.ListTuningJobsConfigDict":[[0,3,1,"","filter"],[0,3,1,"","http_options"],[0,3,1,"","page_size"],[0,3,1,"","page_token"]],"genai.types.ListTuningJobsResponse":[[0,6,1,"","next_page_token"],[0,6,1,"","sdk_http_response"],[0,6,1,"","tuning_jobs"]],"genai.types.ListTuningJobsResponseDict":[[0,3,1,"","next_page_token"],[0,3,1,"","sdk_http_response"],[0,3,1,"","tuning_jobs"]],"genai.types.LiveClientContent":[[0,6,1,"","turn_complete"],[0,6,1,"","turns"]],"genai.types.LiveClientContentDict":[[0,3,1,"","turn_complete"],[0,3,1,"","turns"]],"genai.types.LiveClientMessage":[[0,6,1,"","client_content"],[0,6,1,"","realtime_input"],[0,6,1,"","setup"],[0,6,1,"","tool_response"]],"genai.types.LiveClientMessageDict":[[0,3,1,"","client_content"],[0,3,1,"","realtime_input"],[0,3,1,"","setup"],[0,3,1,"","tool_response"]],"genai.types.LiveClientRealtimeInput":[[0,6,1,"","activity_end"],[0,6,1,"","activity_start"],[0,6,1,"","audio"],[0,6,1,"","audio_stream_end"],[0,6,1,"","media_chunks"],[0,6,1,"","text"],[0,6,1,"","video"]],"genai.types.LiveClientRealtimeInputDict":[[0,3,1,"","activity_end"],[0,3,1,"","activity_start"],[0,3,1,"","audio"],[0,3,1,"","audio_stream_end"],[0,3,1,"","media_chunks"],[0,3,1,"","text"],[0,3,1,"","video"]],"genai.types.LiveClientSetup":[[0,6,1,"","avatar_config"],[0,6,1,"","context_window_compression"],[0,6,1,"","explicit_vad_signal"],[0,6,1,"","generation_config"],[0,6,1,"","history_config"],[0,6,1,"","input_audio_transcription"],[0,6,1,"","model"],[0,6,1,"","output_audio_transcription"],[0,6,1,"","proactivity"],[0,6,1,"","safety_settings"],[0,6,1,"","session_resumption"],[0,6,1,"","system_instruction"],[0,6,1,"","tools"]],"genai.types.LiveClientSetupDict":[[0,3,1,"","avatar_config"],[0,3,1,"","context_window_compression"],[0,3,1,"","explicit_vad_signal"],[0,3,1,"","generation_config"],[0,3,1,"","history_config"],[0,3,1,"","input_audio_transcription"],[0,3,1,"","model"],[0,3,1,"","output_audio_transcription"],[0,3,1,"","proactivity"],[0,3,1,"","safety_settings"],[0,3,1,"","session_resumption"],[0,3,1,"","system_instruction"],[0,3,1,"","tools"]],"genai.types.LiveClientToolResponse":[[0,6,1,"","function_responses"]],"genai.types.LiveClientToolResponseDict":[[0,3,1,"","function_responses"]],"genai.types.LiveConnectConfig":[[0,6,1,"","avatar_config"],[0,6,1,"","context_window_compression"],[0,6,1,"","enable_affective_dialog"],[0,6,1,"","explicit_vad_signal"],[0,6,1,"","generation_config"],[0,6,1,"","history_config"],[0,6,1,"","http_options"],[0,6,1,"","input_audio_transcription"],[0,6,1,"","max_output_tokens"],[0,6,1,"","media_resolution"],[0,6,1,"","output_audio_transcription"],[0,6,1,"","proactivity"],[0,6,1,"","realtime_input_config"],[0,6,1,"","response_modalities"],[0,6,1,"","safety_settings"],[0,6,1,"","seed"],[0,6,1,"","session_resumption"],[0,6,1,"","speech_config"],[0,6,1,"","system_instruction"],[0,6,1,"","temperature"],[0,6,1,"","thinking_config"],[0,6,1,"","tools"],[0,6,1,"","top_k"],[0,6,1,"","top_p"],[0,6,1,"","translation_config"]],"genai.types.LiveConnectConfigDict":[[0,3,1,"","avatar_config"],[0,3,1,"","context_window_compression"],[0,3,1,"","enable_affective_dialog"],[0,3,1,"","explicit_vad_signal"],[0,3,1,"","generation_config"],[0,3,1,"","history_config"],[0,3,1,"","http_options"],[0,3,1,"","input_audio_transcription"],[0,3,1,"","max_output_tokens"],[0,3,1,"","media_resolution"],[0,3,1,"","output_audio_transcription"],[0,3,1,"","proactivity"],[0,3,1,"","realtime_input_config"],[0,3,1,"","response_modalities"],[0,3,1,"","safety_settings"],[0,3,1,"","seed"],[0,3,1,"","session_resumption"],[0,3,1,"","speech_config"],[0,3,1,"","system_instruction"],[0,3,1,"","temperature"],[0,3,1,"","thinking_config"],[0,3,1,"","tools"],[0,3,1,"","top_k"],[0,3,1,"","top_p"],[0,3,1,"","translation_config"]],"genai.types.LiveConnectConstraints":[[0,6,1,"","config"],[0,6,1,"","model"]],"genai.types.LiveConnectConstraintsDict":[[0,3,1,"","config"],[0,3,1,"","model"]],"genai.types.LiveConnectParameters":[[0,6,1,"","config"],[0,6,1,"","model"]],"genai.types.LiveConnectParametersDict":[[0,3,1,"","config"],[0,3,1,"","model"]],"genai.types.LiveMusicClientContent":[[0,6,1,"","weighted_prompts"]],"genai.types.LiveMusicClientContentDict":[[0,3,1,"","weighted_prompts"]],"genai.types.LiveMusicClientMessage":[[0,6,1,"","client_content"],[0,6,1,"","music_generation_config"],[0,6,1,"","playback_control"],[0,6,1,"","setup"]],"genai.types.LiveMusicClientMessageDict":[[0,3,1,"","client_content"],[0,3,1,"","music_generation_config"],[0,3,1,"","playback_control"],[0,3,1,"","setup"]],"genai.types.LiveMusicClientSetup":[[0,6,1,"","model"]],"genai.types.LiveMusicClientSetupDict":[[0,3,1,"","model"]],"genai.types.LiveMusicConnectParameters":[[0,6,1,"","model"]],"genai.types.LiveMusicConnectParametersDict":[[0,3,1,"","model"]],"genai.types.LiveMusicFilteredPrompt":[[0,6,1,"","filtered_reason"],[0,6,1,"","text"]],"genai.types.LiveMusicFilteredPromptDict":[[0,3,1,"","filtered_reason"],[0,3,1,"","text"]],"genai.types.LiveMusicGenerationConfig":[[0,6,1,"","bpm"],[0,6,1,"","brightness"],[0,6,1,"","density"],[0,6,1,"","guidance"],[0,6,1,"","music_generation_mode"],[0,6,1,"","mute_bass"],[0,6,1,"","mute_drums"],[0,6,1,"","only_bass_and_drums"],[0,6,1,"","scale"],[0,6,1,"","seed"],[0,6,1,"","temperature"],[0,6,1,"","top_k"]],"genai.types.LiveMusicGenerationConfigDict":[[0,3,1,"","bpm"],[0,3,1,"","brightness"],[0,3,1,"","density"],[0,3,1,"","guidance"],[0,3,1,"","music_generation_mode"],[0,3,1,"","mute_bass"],[0,3,1,"","mute_drums"],[0,3,1,"","only_bass_and_drums"],[0,3,1,"","scale"],[0,3,1,"","seed"],[0,3,1,"","temperature"],[0,3,1,"","top_k"]],"genai.types.LiveMusicPlaybackControl":[[0,3,1,"","PAUSE"],[0,3,1,"","PLAY"],[0,3,1,"","PLAYBACK_CONTROL_UNSPECIFIED"],[0,3,1,"","RESET_CONTEXT"],[0,3,1,"","STOP"]],"genai.types.LiveMusicServerContent":[[0,6,1,"","audio_chunks"]],"genai.types.LiveMusicServerContentDict":[[0,3,1,"","audio_chunks"]],"genai.types.LiveMusicServerMessage":[[0,6,1,"","filtered_prompt"],[0,6,1,"","server_content"],[0,6,1,"","setup_complete"]],"genai.types.LiveMusicServerMessageDict":[[0,3,1,"","filtered_prompt"],[0,3,1,"","server_content"],[0,3,1,"","setup_complete"]],"genai.types.LiveMusicSetConfigParameters":[[0,6,1,"","music_generation_config"]],"genai.types.LiveMusicSetConfigParametersDict":[[0,3,1,"","music_generation_config"]],"genai.types.LiveMusicSetWeightedPromptsParameters":[[0,6,1,"","weighted_prompts"]],"genai.types.LiveMusicSetWeightedPromptsParametersDict":[[0,3,1,"","weighted_prompts"]],"genai.types.LiveMusicSourceMetadata":[[0,6,1,"","client_content"],[0,6,1,"","music_generation_config"]],"genai.types.LiveMusicSourceMetadataDict":[[0,3,1,"","client_content"],[0,3,1,"","music_generation_config"]],"genai.types.LiveSendRealtimeInputParameters":[[0,6,1,"","activity_end"],[0,6,1,"","activity_start"],[0,6,1,"","audio"],[0,6,1,"","audio_stream_end"],[0,6,1,"","media"],[0,6,1,"","text"],[0,6,1,"","video"]],"genai.types.LiveSendRealtimeInputParametersDict":[[0,3,1,"","activity_end"],[0,3,1,"","activity_start"],[0,3,1,"","audio"],[0,3,1,"","audio_stream_end"],[0,3,1,"","media"],[0,3,1,"","text"],[0,3,1,"","video"]],"genai.types.LiveServerContent":[[0,6,1,"","generation_complete"],[0,6,1,"","grounding_metadata"],[0,6,1,"","input_transcription"],[0,6,1,"","interaction_status"],[0,6,1,"","interim_input_transcription"],[0,6,1,"","interrupted"],[0,6,1,"","model_turn"],[0,6,1,"","output_transcription"],[0,6,1,"","turn_complete"],[0,6,1,"","turn_complete_reason"],[0,6,1,"","url_context_metadata"],[0,6,1,"","waiting_for_input"]],"genai.types.LiveServerContentDict":[[0,3,1,"","generation_complete"],[0,3,1,"","grounding_metadata"],[0,3,1,"","input_transcription"],[0,3,1,"","interaction_status"],[0,3,1,"","interim_input_transcription"],[0,3,1,"","interrupted"],[0,3,1,"","model_turn"],[0,3,1,"","output_transcription"],[0,3,1,"","turn_complete"],[0,3,1,"","turn_complete_reason"],[0,3,1,"","url_context_metadata"],[0,3,1,"","waiting_for_input"]],"genai.types.LiveServerGoAway":[[0,6,1,"","time_left"]],"genai.types.LiveServerGoAwayDict":[[0,3,1,"","time_left"]],"genai.types.LiveServerMessage":[[0,2,1,"","data"],[0,6,1,"","go_away"],[0,6,1,"","server_content"],[0,6,1,"","session_resumption_update"],[0,6,1,"","setup_complete"],[0,2,1,"","text"],[0,6,1,"","tool_call"],[0,6,1,"","tool_call_cancellation"],[0,6,1,"","usage_metadata"],[0,6,1,"","voice_activity"],[0,6,1,"","voice_activity_detection_signal"]],"genai.types.LiveServerMessageDict":[[0,3,1,"","go_away"],[0,3,1,"","server_content"],[0,3,1,"","session_resumption_update"],[0,3,1,"","setup_complete"],[0,3,1,"","tool_call"],[0,3,1,"","tool_call_cancellation"],[0,3,1,"","usage_metadata"],[0,3,1,"","voice_activity"],[0,3,1,"","voice_activity_detection_signal"]],"genai.types.LiveServerSessionResumptionUpdate":[[0,6,1,"","last_consumed_client_message_index"],[0,6,1,"","new_handle"],[0,6,1,"","resumable"]],"genai.types.LiveServerSessionResumptionUpdateDict":[[0,3,1,"","last_consumed_client_message_index"],[0,3,1,"","new_handle"],[0,3,1,"","resumable"]],"genai.types.LiveServerSetupComplete":[[0,6,1,"","session_id"],[0,6,1,"","voice_consent_signature"]],"genai.types.LiveServerSetupCompleteDict":[[0,3,1,"","session_id"],[0,3,1,"","voice_consent_signature"]],"genai.types.LiveServerToolCall":[[0,6,1,"","function_calls"]],"genai.types.LiveServerToolCallCancellation":[[0,6,1,"","ids"]],"genai.types.LiveServerToolCallCancellationDict":[[0,3,1,"","ids"]],"genai.types.LiveServerToolCallDict":[[0,3,1,"","function_calls"]],"genai.types.LogprobsResult":[[0,6,1,"","chosen_candidates"],[0,6,1,"","log_probability_sum"],[0,6,1,"","top_candidates"]],"genai.types.LogprobsResultCandidate":[[0,6,1,"","log_probability"],[0,6,1,"","token"],[0,6,1,"","token_id"]],"genai.types.LogprobsResultCandidateDict":[[0,3,1,"","log_probability"],[0,3,1,"","token"],[0,3,1,"","token_id"]],"genai.types.LogprobsResultDict":[[0,3,1,"","chosen_candidates"],[0,3,1,"","log_probability_sum"],[0,3,1,"","top_candidates"]],"genai.types.LogprobsResultTopCandidates":[[0,6,1,"","candidates"]],"genai.types.LogprobsResultTopCandidatesDict":[[0,3,1,"","candidates"]],"genai.types.MaskReferenceConfig":[[0,6,1,"","mask_dilation"],[0,6,1,"","mask_mode"],[0,6,1,"","segmentation_classes"]],"genai.types.MaskReferenceConfigDict":[[0,3,1,"","mask_dilation"],[0,3,1,"","mask_mode"],[0,3,1,"","segmentation_classes"]],"genai.types.MaskReferenceImage":[[0,6,1,"","config"],[0,6,1,"","mask_image_config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.MaskReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.MaskReferenceMode":[[0,3,1,"","MASK_MODE_BACKGROUND"],[0,3,1,"","MASK_MODE_DEFAULT"],[0,3,1,"","MASK_MODE_FOREGROUND"],[0,3,1,"","MASK_MODE_SEMANTIC"],[0,3,1,"","MASK_MODE_USER_PROVIDED"]],"genai.types.MatchOperation":[[0,3,1,"","EXACT_MATCH"],[0,3,1,"","MATCH_OPERATION_UNSPECIFIED"],[0,3,1,"","PARTIAL_MATCH"],[0,3,1,"","REGEX_CONTAINS"]],"genai.types.McpServer":[[0,6,1,"","name"],[0,6,1,"","streamable_http_transport"]],"genai.types.McpServerDict":[[0,3,1,"","name"],[0,3,1,"","streamable_http_transport"]],"genai.types.MediaModality":[[0,3,1,"","AUDIO"],[0,3,1,"","DOCUMENT"],[0,3,1,"","IMAGE"],[0,3,1,"","MODALITY_UNSPECIFIED"],[0,3,1,"","TEXT"],[0,3,1,"","VIDEO"]],"genai.types.MediaProcessing":[[0,3,1,"","AGENTIC"],[0,3,1,"","MEDIA_PROCESSING_UNSPECIFIED"],[0,3,1,"","STATIC"]],"genai.types.MediaResolution":[[0,3,1,"","MEDIA_RESOLUTION_HIGH"],[0,3,1,"","MEDIA_RESOLUTION_LOW"],[0,3,1,"","MEDIA_RESOLUTION_MEDIUM"],[0,3,1,"","MEDIA_RESOLUTION_UNSPECIFIED"]],"genai.types.Metric":[[0,6,1,"","aggregate_summary_fn"],[0,6,1,"","custom_function"],[0,6,1,"","judge_model_system_instruction"],[0,1,1,"","model_post_init"],[0,6,1,"","name"],[0,6,1,"","parse_and_reduce_fn"],[0,6,1,"","prompt_template"],[0,6,1,"","return_raw_output"],[0,1,1,"","to_yaml_file"],[0,7,1,"","validate_name"]],"genai.types.MetricDict":[[0,3,1,"","aggregate_summary_fn"],[0,3,1,"","custom_function"],[0,3,1,"","judge_model_system_instruction"],[0,3,1,"","name"],[0,3,1,"","parse_and_reduce_fn"],[0,3,1,"","prompt_template"],[0,3,1,"","return_raw_output"]],"genai.types.Modality":[[0,3,1,"","AUDIO"],[0,3,1,"","IMAGE"],[0,3,1,"","MODALITY_UNSPECIFIED"],[0,3,1,"","TEXT"],[0,3,1,"","VIDEO"]],"genai.types.ModalityTokenCount":[[0,6,1,"","modality"],[0,6,1,"","token_count"]],"genai.types.ModalityTokenCountDict":[[0,3,1,"","modality"],[0,3,1,"","token_count"]],"genai.types.Model":[[0,6,1,"","checkpoints"],[0,6,1,"","default_checkpoint_id"],[0,6,1,"","description"],[0,6,1,"","display_name"],[0,6,1,"","endpoints"],[0,6,1,"","input_token_limit"],[0,6,1,"","labels"],[0,6,1,"","max_temperature"],[0,6,1,"","name"],[0,6,1,"","output_token_limit"],[0,6,1,"","supported_actions"],[0,6,1,"","temperature"],[0,6,1,"","thinking"],[0,6,1,"","top_k"],[0,6,1,"","top_p"],[0,6,1,"","tuned_model_info"],[0,6,1,"","version"]],"genai.types.ModelArmorConfig":[[0,6,1,"","prompt_template_name"],[0,6,1,"","response_template_name"]],"genai.types.ModelArmorConfigDict":[[0,3,1,"","prompt_template_name"],[0,3,1,"","response_template_name"]],"genai.types.ModelContent":[[0,6,1,"","parts"],[0,6,1,"","role"]],"genai.types.ModelDict":[[0,3,1,"","checkpoints"],[0,3,1,"","default_checkpoint_id"],[0,3,1,"","description"],[0,3,1,"","display_name"],[0,3,1,"","endpoints"],[0,3,1,"","input_token_limit"],[0,3,1,"","labels"],[0,3,1,"","max_temperature"],[0,3,1,"","name"],[0,3,1,"","output_token_limit"],[0,3,1,"","supported_actions"],[0,3,1,"","temperature"],[0,3,1,"","thinking"],[0,3,1,"","top_k"],[0,3,1,"","top_p"],[0,3,1,"","tuned_model_info"],[0,3,1,"","version"]],"genai.types.ModelSelectionConfig":[[0,6,1,"","feature_selection_preference"]],"genai.types.ModelSelectionConfigDict":[[0,3,1,"","feature_selection_preference"]],"genai.types.ModelStage":[[0,3,1,"","DEPRECATED"],[0,3,1,"","EXPERIMENTAL"],[0,3,1,"","LEGACY"],[0,3,1,"","MODEL_STAGE_UNSPECIFIED"],[0,3,1,"","PREVIEW"],[0,3,1,"","RETIRED"],[0,3,1,"","STABLE"],[0,3,1,"","UNSTABLE_EXPERIMENTAL"]],"genai.types.ModelStatus":[[0,6,1,"","message"],[0,6,1,"","model_stage"],[0,6,1,"","retirement_time"]],"genai.types.ModelStatusDict":[[0,3,1,"","message"],[0,3,1,"","model_stage"],[0,3,1,"","retirement_time"]],"genai.types.MultiSpeakerVoiceConfig":[[0,6,1,"","speaker_voice_configs"]],"genai.types.MultiSpeakerVoiceConfigDict":[[0,3,1,"","speaker_voice_configs"]],"genai.types.MusicGenerationMode":[[0,3,1,"","DIVERSITY"],[0,3,1,"","MUSIC_GENERATION_MODE_UNSPECIFIED"],[0,3,1,"","QUALITY"],[0,3,1,"","VOCALIZATION"]],"genai.types.Operation":[[0,3,1,"","done"],[0,3,1,"","error"],[0,1,1,"","from_api_response"],[0,3,1,"","metadata"],[0,3,1,"","name"]],"genai.types.Outcome":[[0,3,1,"","OUTCOME_DEADLINE_EXCEEDED"],[0,3,1,"","OUTCOME_FAILED"],[0,3,1,"","OUTCOME_OK"],[0,3,1,"","OUTCOME_UNSPECIFIED"]],"genai.types.OutputConfig":[[0,6,1,"","gcs_destination"]],"genai.types.OutputConfigDict":[[0,3,1,"","gcs_destination"]],"genai.types.OutputInfo":[[0,6,1,"","gcs_output_directory"]],"genai.types.OutputInfoDict":[[0,3,1,"","gcs_output_directory"]],"genai.types.PairwiseChoice":[[0,3,1,"","BASELINE"],[0,3,1,"","CANDIDATE"],[0,3,1,"","PAIRWISE_CHOICE_UNSPECIFIED"],[0,3,1,"","TIE"]],"genai.types.PairwiseMetricResult":[[0,6,1,"","custom_output"],[0,6,1,"","explanation"],[0,6,1,"","pairwise_choice"]],"genai.types.PairwiseMetricResultDict":[[0,3,1,"","custom_output"],[0,3,1,"","explanation"],[0,3,1,"","pairwise_choice"]],"genai.types.PairwiseMetricSpec":[[0,6,1,"","baseline_response_field_name"],[0,6,1,"","candidate_response_field_name"],[0,6,1,"","custom_output_format_config"],[0,6,1,"","metric_prompt_template"],[0,6,1,"","system_instruction"]],"genai.types.PairwiseMetricSpecDict":[[0,3,1,"","baseline_response_field_name"],[0,3,1,"","candidate_response_field_name"],[0,3,1,"","custom_output_format_config"],[0,3,1,"","metric_prompt_template"],[0,3,1,"","system_instruction"]],"genai.types.Part":[[0,1,1,"","as_image"],[0,6,1,"","audio_transcription"],[0,6,1,"","code_execution_result"],[0,6,1,"","executable_code"],[0,6,1,"","file_data"],[0,1,1,"","from_bytes"],[0,1,1,"","from_code_execution_result"],[0,1,1,"","from_executable_code"],[0,1,1,"","from_function_call"],[0,1,1,"","from_function_response"],[0,1,1,"","from_text"],[0,1,1,"","from_uri"],[0,6,1,"","function_call"],[0,6,1,"","function_response"],[0,6,1,"","inline_data"],[0,6,1,"","media_processing"],[0,6,1,"","media_resolution"],[0,6,1,"","part_metadata"],[0,6,1,"","text"],[0,6,1,"","thought"],[0,6,1,"","thought_signature"],[0,6,1,"","tool_call"],[0,6,1,"","tool_response"],[0,6,1,"","video_metadata"]],"genai.types.PartDict":[[0,3,1,"","audio_transcription"],[0,3,1,"","code_execution_result"],[0,3,1,"","executable_code"],[0,3,1,"","file_data"],[0,3,1,"","function_call"],[0,3,1,"","function_response"],[0,3,1,"","inline_data"],[0,3,1,"","media_processing"],[0,3,1,"","media_resolution"],[0,3,1,"","part_metadata"],[0,3,1,"","text"],[0,3,1,"","thought"],[0,3,1,"","thought_signature"],[0,3,1,"","tool_call"],[0,3,1,"","tool_response"],[0,3,1,"","video_metadata"]],"genai.types.PartMediaResolution":[[0,6,1,"","level"],[0,6,1,"","num_tokens"]],"genai.types.PartMediaResolutionDict":[[0,3,1,"","level"],[0,3,1,"","num_tokens"]],"genai.types.PartMediaResolutionLevel":[[0,3,1,"","MEDIA_RESOLUTION_HIGH"],[0,3,1,"","MEDIA_RESOLUTION_LOW"],[0,3,1,"","MEDIA_RESOLUTION_MEDIUM"],[0,3,1,"","MEDIA_RESOLUTION_ULTRA_HIGH"],[0,3,1,"","MEDIA_RESOLUTION_UNSPECIFIED"]],"genai.types.PartialArg":[[0,6,1,"","bool_value"],[0,6,1,"","json_path"],[0,6,1,"","null_value"],[0,6,1,"","number_value"],[0,6,1,"","string_value"],[0,6,1,"","will_continue"]],"genai.types.PartialArgDict":[[0,3,1,"","bool_value"],[0,3,1,"","json_path"],[0,3,1,"","null_value"],[0,3,1,"","number_value"],[0,3,1,"","string_value"],[0,3,1,"","will_continue"]],"genai.types.PartnerModelTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.PartnerModelTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.PersonGeneration":[[0,3,1,"","ALLOW_ADULT"],[0,3,1,"","ALLOW_ALL"],[0,3,1,"","DONT_ALLOW"]],"genai.types.PhishBlockThreshold":[[0,3,1,"","BLOCK_HIGHER_AND_ABOVE"],[0,3,1,"","BLOCK_HIGH_AND_ABOVE"],[0,3,1,"","BLOCK_LOW_AND_ABOVE"],[0,3,1,"","BLOCK_MEDIUM_AND_ABOVE"],[0,3,1,"","BLOCK_ONLY_EXTREMELY_HIGH"],[0,3,1,"","BLOCK_VERY_HIGH_AND_ABOVE"],[0,3,1,"","PHISH_BLOCK_THRESHOLD_UNSPECIFIED"]],"genai.types.PointwiseMetricResult":[[0,6,1,"","custom_output"],[0,6,1,"","explanation"],[0,6,1,"","score"]],"genai.types.PointwiseMetricResultDict":[[0,3,1,"","custom_output"],[0,3,1,"","explanation"],[0,3,1,"","score"]],"genai.types.PointwiseMetricSpec":[[0,6,1,"","custom_output_format_config"],[0,6,1,"","metric_prompt_template"],[0,6,1,"","system_instruction"]],"genai.types.PointwiseMetricSpecDict":[[0,3,1,"","custom_output_format_config"],[0,3,1,"","metric_prompt_template"],[0,3,1,"","system_instruction"]],"genai.types.PreTunedModel":[[0,6,1,"","base_model"],[0,6,1,"","checkpoint_id"],[0,6,1,"","tuned_model_name"]],"genai.types.PreTunedModelDict":[[0,3,1,"","base_model"],[0,3,1,"","checkpoint_id"],[0,3,1,"","tuned_model_name"]],"genai.types.PrebuiltVoiceConfig":[[0,6,1,"","voice_name"]],"genai.types.PrebuiltVoiceConfigDict":[[0,3,1,"","voice_name"]],"genai.types.PredefinedMetricSpec":[[0,6,1,"","metric_spec_name"],[0,6,1,"","metric_spec_parameters"]],"genai.types.PredefinedMetricSpecDict":[[0,3,1,"","metric_spec_name"],[0,3,1,"","metric_spec_parameters"]],"genai.types.PreferenceOptimizationDataStats":[[0,6,1,"","dropped_example_indices"],[0,6,1,"","dropped_example_reasons"],[0,6,1,"","score_variance_per_example_distribution"],[0,6,1,"","scores_distribution"],[0,6,1,"","total_billable_token_count"],[0,6,1,"","tuning_dataset_example_count"],[0,6,1,"","tuning_step_count"],[0,6,1,"","user_dataset_examples"],[0,6,1,"","user_input_token_distribution"],[0,6,1,"","user_output_token_distribution"]],"genai.types.PreferenceOptimizationDataStatsDict":[[0,3,1,"","dropped_example_indices"],[0,3,1,"","dropped_example_reasons"],[0,3,1,"","score_variance_per_example_distribution"],[0,3,1,"","scores_distribution"],[0,3,1,"","total_billable_token_count"],[0,3,1,"","tuning_dataset_example_count"],[0,3,1,"","tuning_step_count"],[0,3,1,"","user_dataset_examples"],[0,3,1,"","user_input_token_distribution"],[0,3,1,"","user_output_token_distribution"]],"genai.types.PreferenceOptimizationHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","beta"],[0,6,1,"","epoch_count"],[0,6,1,"","learning_rate_multiplier"]],"genai.types.PreferenceOptimizationHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","beta"],[0,3,1,"","epoch_count"],[0,3,1,"","learning_rate_multiplier"]],"genai.types.PreferenceOptimizationSpec":[[0,6,1,"","export_last_checkpoint_only"],[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.PreferenceOptimizationSpecDict":[[0,3,1,"","export_last_checkpoint_only"],[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.ProactivityConfig":[[0,6,1,"","proactive_audio"]],"genai.types.ProactivityConfigDict":[[0,3,1,"","proactive_audio"]],"genai.types.ProductImage":[[0,6,1,"","product_image"]],"genai.types.ProductImageDict":[[0,3,1,"","product_image"]],"genai.types.ProjectOperation":[[0,6,1,"","done"],[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","name"]],"genai.types.ProjectOperationDict":[[0,3,1,"","done"],[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","name"]],"genai.types.ProminentPeople":[[0,3,1,"","ALLOW_PROMINENT_PEOPLE"],[0,3,1,"","BLOCK_PROMINENT_PEOPLE"],[0,3,1,"","PROMINENT_PEOPLE_UNSPECIFIED"]],"genai.types.RagChunk":[[0,6,1,"","chunk_id"],[0,6,1,"","file_id"],[0,6,1,"","page_span"],[0,6,1,"","text"]],"genai.types.RagChunkDict":[[0,3,1,"","chunk_id"],[0,3,1,"","file_id"],[0,3,1,"","page_span"],[0,3,1,"","text"]],"genai.types.RagChunkPageSpan":[[0,6,1,"","first_page"],[0,6,1,"","last_page"]],"genai.types.RagChunkPageSpanDict":[[0,3,1,"","first_page"],[0,3,1,"","last_page"]],"genai.types.RagRetrievalConfig":[[0,6,1,"","filter"],[0,6,1,"","hybrid_search"],[0,6,1,"","ranking"],[0,6,1,"","top_k"]],"genai.types.RagRetrievalConfigDict":[[0,3,1,"","filter"],[0,3,1,"","hybrid_search"],[0,3,1,"","ranking"],[0,3,1,"","top_k"]],"genai.types.RagRetrievalConfigFilter":[[0,6,1,"","metadata_filter"],[0,6,1,"","vector_distance_threshold"],[0,6,1,"","vector_similarity_threshold"]],"genai.types.RagRetrievalConfigFilterDict":[[0,3,1,"","metadata_filter"],[0,3,1,"","vector_distance_threshold"],[0,3,1,"","vector_similarity_threshold"]],"genai.types.RagRetrievalConfigHybridSearch":[[0,6,1,"","alpha"]],"genai.types.RagRetrievalConfigHybridSearchDict":[[0,3,1,"","alpha"]],"genai.types.RagRetrievalConfigRanking":[[0,6,1,"","llm_ranker"],[0,6,1,"","rank_service"]],"genai.types.RagRetrievalConfigRankingDict":[[0,3,1,"","llm_ranker"],[0,3,1,"","rank_service"]],"genai.types.RagRetrievalConfigRankingLlmRanker":[[0,6,1,"","model_name"]],"genai.types.RagRetrievalConfigRankingLlmRankerDict":[[0,3,1,"","model_name"]],"genai.types.RagRetrievalConfigRankingRankService":[[0,6,1,"","model_name"]],"genai.types.RagRetrievalConfigRankingRankServiceDict":[[0,3,1,"","model_name"]],"genai.types.RawOutput":[[0,6,1,"","raw_output"]],"genai.types.RawOutputDict":[[0,3,1,"","raw_output"]],"genai.types.RawReferenceImage":[[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"]],"genai.types.RawReferenceImageDict":[[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.RealtimeInputConfig":[[0,6,1,"","activity_handling"],[0,6,1,"","automatic_activity_detection"],[0,6,1,"","turn_coverage"]],"genai.types.RealtimeInputConfigDict":[[0,3,1,"","activity_handling"],[0,3,1,"","automatic_activity_detection"],[0,3,1,"","turn_coverage"]],"genai.types.RecontextImageConfig":[[0,6,1,"","add_watermark"],[0,6,1,"","base_steps"],[0,6,1,"","enhance_prompt"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","number_of_images"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"],[0,6,1,"","seed"]],"genai.types.RecontextImageConfigDict":[[0,3,1,"","add_watermark"],[0,3,1,"","base_steps"],[0,3,1,"","enhance_prompt"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","number_of_images"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"],[0,3,1,"","seed"]],"genai.types.RecontextImageResponse":[[0,6,1,"","generated_images"]],"genai.types.RecontextImageResponseDict":[[0,3,1,"","generated_images"]],"genai.types.RecontextImageSource":[[0,6,1,"","person_image"],[0,6,1,"","product_images"],[0,6,1,"","prompt"]],"genai.types.RecontextImageSourceDict":[[0,3,1,"","person_image"],[0,3,1,"","product_images"],[0,3,1,"","prompt"]],"genai.types.RegisterFilesConfig":[[0,6,1,"","http_options"],[0,6,1,"","should_return_http_response"]],"genai.types.RegisterFilesConfigDict":[[0,3,1,"","http_options"],[0,3,1,"","should_return_http_response"]],"genai.types.RegisterFilesResponse":[[0,6,1,"","files"],[0,6,1,"","sdk_http_response"]],"genai.types.RegisterFilesResponseDict":[[0,3,1,"","files"],[0,3,1,"","sdk_http_response"]],"genai.types.ReinforcementTuningAutoraterScorer":[[0,6,1,"","autorater_config"],[0,6,1,"","autorater_prompt"],[0,6,1,"","autorater_response_parse_config"],[0,6,1,"","exact_match_scorer"],[0,6,1,"","parsed_response_conversion_scorer"]],"genai.types.ReinforcementTuningAutoraterScorerDict":[[0,3,1,"","autorater_config"],[0,3,1,"","autorater_prompt"],[0,3,1,"","autorater_response_parse_config"],[0,3,1,"","exact_match_scorer"],[0,3,1,"","parsed_response_conversion_scorer"]],"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorer":[[0,6,1,"","correct_answer_reward"],[0,6,1,"","expression"],[0,6,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningAutoraterScorerExactMatchScorerDict":[[0,3,1,"","correct_answer_reward"],[0,3,1,"","expression"],[0,3,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningCloudRunRewardScorer":[[0,6,1,"","cloud_run_uri"]],"genai.types.ReinforcementTuningCloudRunRewardScorerDict":[[0,3,1,"","cloud_run_uri"]],"genai.types.ReinforcementTuningCodeExecutionRewardScorer":[[0,6,1,"","python_code_snippet"]],"genai.types.ReinforcementTuningCodeExecutionRewardScorerDict":[[0,3,1,"","python_code_snippet"]],"genai.types.ReinforcementTuningExample":[[0,6,1,"","contents"],[0,6,1,"","references"],[0,6,1,"","system_instruction"],[0,6,1,"","tools"]],"genai.types.ReinforcementTuningExampleDict":[[0,3,1,"","contents"],[0,3,1,"","references"],[0,3,1,"","system_instruction"],[0,3,1,"","tools"]],"genai.types.ReinforcementTuningHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","batch_size"],[0,6,1,"","checkpoint_interval"],[0,6,1,"","epoch_count"],[0,6,1,"","evaluate_interval"],[0,6,1,"","learning_rate_multiplier"],[0,6,1,"","max_output_tokens"],[0,6,1,"","samples_per_prompt"],[0,6,1,"","step_count"],[0,6,1,"","thinking_budget"],[0,6,1,"","thinking_level"]],"genai.types.ReinforcementTuningHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","batch_size"],[0,3,1,"","checkpoint_interval"],[0,3,1,"","epoch_count"],[0,3,1,"","evaluate_interval"],[0,3,1,"","learning_rate_multiplier"],[0,3,1,"","max_output_tokens"],[0,3,1,"","samples_per_prompt"],[0,3,1,"","step_count"],[0,3,1,"","thinking_budget"],[0,3,1,"","thinking_level"]],"genai.types.ReinforcementTuningParseResponseConfig":[[0,6,1,"","parse_type"],[0,6,1,"","regex_extract_expression"]],"genai.types.ReinforcementTuningParseResponseConfigDict":[[0,3,1,"","parse_type"],[0,3,1,"","regex_extract_expression"]],"genai.types.ReinforcementTuningRewardInfo":[[0,6,1,"","error_status"],[0,6,1,"","reward"],[0,6,1,"","user_requested_aux_info"]],"genai.types.ReinforcementTuningRewardInfoDict":[[0,3,1,"","error_status"],[0,3,1,"","reward"],[0,3,1,"","user_requested_aux_info"]],"genai.types.ReinforcementTuningSpec":[[0,6,1,"","composite_reward_config"],[0,6,1,"","hyper_parameters"],[0,6,1,"","single_reward_config"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.ReinforcementTuningSpecDict":[[0,3,1,"","composite_reward_config"],[0,3,1,"","hyper_parameters"],[0,3,1,"","single_reward_config"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.ReinforcementTuningStringMatchRewardScorer":[[0,6,1,"","correct_answer_reward"],[0,6,1,"","json_match_expression"],[0,6,1,"","string_match_expression"],[0,6,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningStringMatchRewardScorerDict":[[0,3,1,"","correct_answer_reward"],[0,3,1,"","json_match_expression"],[0,3,1,"","string_match_expression"],[0,3,1,"","wrong_answer_reward"]],"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpression":[[0,6,1,"","key_name"],[0,6,1,"","value_string_match_expression"]],"genai.types.ReinforcementTuningStringMatchRewardScorerJsonMatchExpressionDict":[[0,3,1,"","key_name"],[0,3,1,"","value_string_match_expression"]],"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpression":[[0,6,1,"","expression"],[0,6,1,"","match_operation"]],"genai.types.ReinforcementTuningStringMatchRewardScorerStringMatchExpressionDict":[[0,3,1,"","expression"],[0,3,1,"","match_operation"]],"genai.types.ReinforcementTuningThinkingLevel":[[0,3,1,"","HIGH"],[0,3,1,"","MINIMAL"],[0,3,1,"","REINFORCEMENT_TUNING_THINKING_LEVEL_UNSPECIFIED"]],"genai.types.ReinforcementTuningUserDatasetExamples":[[0,6,1,"","user_dataset_examples"]],"genai.types.ReinforcementTuningUserDatasetExamplesDict":[[0,3,1,"","user_dataset_examples"]],"genai.types.ReplayFile":[[0,6,1,"","interactions"],[0,6,1,"","replay_id"]],"genai.types.ReplayFileDict":[[0,3,1,"","interactions"],[0,3,1,"","replay_id"]],"genai.types.ReplayInteraction":[[0,6,1,"","request"],[0,6,1,"","response"]],"genai.types.ReplayInteractionDict":[[0,3,1,"","request"],[0,3,1,"","response"]],"genai.types.ReplayRequest":[[0,6,1,"","body_segments"],[0,6,1,"","headers"],[0,6,1,"","method"],[0,6,1,"","url"]],"genai.types.ReplayRequestDict":[[0,3,1,"","body_segments"],[0,3,1,"","headers"],[0,3,1,"","method"],[0,3,1,"","url"]],"genai.types.ReplayResponse":[[0,6,1,"","body_segments"],[0,6,1,"","headers"],[0,6,1,"","sdk_response_segments"],[0,6,1,"","status_code"]],"genai.types.ReplayResponseDict":[[0,3,1,"","body_segments"],[0,3,1,"","headers"],[0,3,1,"","sdk_response_segments"],[0,3,1,"","status_code"]],"genai.types.ReplicatedVoiceConfig":[[0,6,1,"","consent_audio"],[0,6,1,"","mime_type"],[0,6,1,"","voice_consent_signature"],[0,6,1,"","voice_sample_audio"]],"genai.types.ReplicatedVoiceConfigDict":[[0,3,1,"","consent_audio"],[0,3,1,"","mime_type"],[0,3,1,"","voice_consent_signature"],[0,3,1,"","voice_sample_audio"]],"genai.types.ResourceScope":[[0,3,1,"","COLLECTION"]],"genai.types.ResponseFormat":[[0,6,1,"","audio"],[0,6,1,"","image"],[0,6,1,"","text"],[0,6,1,"","video"]],"genai.types.ResponseFormatDict":[[0,3,1,"","audio"],[0,3,1,"","image"],[0,3,1,"","text"],[0,3,1,"","video"]],"genai.types.ResponseParseType":[[0,3,1,"","IDENTITY"],[0,3,1,"","REGEX_EXTRACT"],[0,3,1,"","RESPONSE_PARSE_TYPE_UNSPECIFIED"]],"genai.types.Retrieval":[[0,6,1,"","disable_attribution"],[0,6,1,"","external_api"],[0,6,1,"","vertex_ai_search"],[0,6,1,"","vertex_rag_store"]],"genai.types.RetrievalConfig":[[0,6,1,"","language_code"],[0,6,1,"","lat_lng"]],"genai.types.RetrievalConfigDict":[[0,3,1,"","language_code"],[0,3,1,"","lat_lng"]],"genai.types.RetrievalDict":[[0,3,1,"","disable_attribution"],[0,3,1,"","external_api"],[0,3,1,"","vertex_ai_search"],[0,3,1,"","vertex_rag_store"]],"genai.types.RetrievalMetadata":[[0,6,1,"","google_search_dynamic_retrieval_score"]],"genai.types.RetrievalMetadataDict":[[0,3,1,"","google_search_dynamic_retrieval_score"]],"genai.types.RougeMetricValue":[[0,6,1,"","score"]],"genai.types.RougeMetricValueDict":[[0,3,1,"","score"]],"genai.types.RougeSpec":[[0,6,1,"","rouge_type"],[0,6,1,"","split_summaries"],[0,6,1,"","use_stemmer"]],"genai.types.RougeSpecDict":[[0,3,1,"","rouge_type"],[0,3,1,"","split_summaries"],[0,3,1,"","use_stemmer"]],"genai.types.RubricContentType":[[0,3,1,"","NL_QUESTION_ANSWER"],[0,3,1,"","PROPERTY"],[0,3,1,"","PYTHON_CODE_ASSERTION"],[0,3,1,"","RUBRIC_CONTENT_TYPE_UNSPECIFIED"]],"genai.types.RubricGenerationSpec":[[0,6,1,"","prompt_template"],[0,6,1,"","rubric_content_type"],[0,6,1,"","rubric_type_ontology"]],"genai.types.RubricGenerationSpecDict":[[0,3,1,"","prompt_template"],[0,3,1,"","rubric_content_type"],[0,3,1,"","rubric_type_ontology"]],"genai.types.SafetyAttributes":[[0,6,1,"","categories"],[0,6,1,"","content_type"],[0,6,1,"","scores"]],"genai.types.SafetyAttributesDict":[[0,3,1,"","categories"],[0,3,1,"","content_type"],[0,3,1,"","scores"]],"genai.types.SafetyFilterLevel":[[0,3,1,"","BLOCK_LOW_AND_ABOVE"],[0,3,1,"","BLOCK_MEDIUM_AND_ABOVE"],[0,3,1,"","BLOCK_NONE"],[0,3,1,"","BLOCK_ONLY_HIGH"]],"genai.types.SafetyPolicy":[[0,3,1,"","ACCOUNT_CREATION"],[0,3,1,"","COMMUNICATION_TOOL"],[0,3,1,"","DATA_MODIFICATION"],[0,3,1,"","FINANCIAL_TRANSACTIONS"],[0,3,1,"","LEGAL_TERMS_AND_AGREEMENTS"],[0,3,1,"","SAFETY_POLICY_UNSPECIFIED"],[0,3,1,"","SENSITIVE_DATA_MODIFICATION"],[0,3,1,"","USER_CONSENT_MANAGEMENT"]],"genai.types.SafetyRating":[[0,6,1,"","blocked"],[0,6,1,"","category"],[0,6,1,"","overwritten_threshold"],[0,6,1,"","probability"],[0,6,1,"","probability_score"],[0,6,1,"","severity"],[0,6,1,"","severity_score"]],"genai.types.SafetyRatingDict":[[0,3,1,"","blocked"],[0,3,1,"","category"],[0,3,1,"","overwritten_threshold"],[0,3,1,"","probability"],[0,3,1,"","probability_score"],[0,3,1,"","severity"],[0,3,1,"","severity_score"]],"genai.types.SafetySetting":[[0,6,1,"","category"],[0,6,1,"","method"],[0,6,1,"","threshold"]],"genai.types.SafetySettingDict":[[0,3,1,"","category"],[0,3,1,"","method"],[0,3,1,"","threshold"]],"genai.types.Scale":[[0,3,1,"","A_FLAT_MAJOR_F_MINOR"],[0,3,1,"","A_MAJOR_G_FLAT_MINOR"],[0,3,1,"","B_FLAT_MAJOR_G_MINOR"],[0,3,1,"","B_MAJOR_A_FLAT_MINOR"],[0,3,1,"","C_MAJOR_A_MINOR"],[0,3,1,"","D_FLAT_MAJOR_B_FLAT_MINOR"],[0,3,1,"","D_MAJOR_B_MINOR"],[0,3,1,"","E_FLAT_MAJOR_C_MINOR"],[0,3,1,"","E_MAJOR_D_FLAT_MINOR"],[0,3,1,"","F_MAJOR_D_MINOR"],[0,3,1,"","G_FLAT_MAJOR_E_FLAT_MINOR"],[0,3,1,"","G_MAJOR_E_MINOR"],[0,3,1,"","SCALE_UNSPECIFIED"]],"genai.types.Schema":[[0,6,1,"","additional_properties"],[0,6,1,"","any_of"],[0,6,1,"","default"],[0,6,1,"","defs"],[0,6,1,"","description"],[0,6,1,"","enum"],[0,6,1,"","example"],[0,6,1,"","format"],[0,1,1,"","from_json_schema"],[0,6,1,"","items"],[0,2,1,"","json_schema"],[0,6,1,"","max_items"],[0,6,1,"","max_length"],[0,6,1,"","max_properties"],[0,6,1,"","maximum"],[0,6,1,"","min_items"],[0,6,1,"","min_length"],[0,6,1,"","min_properties"],[0,6,1,"","minimum"],[0,6,1,"","nullable"],[0,6,1,"","pattern"],[0,6,1,"","properties"],[0,6,1,"","property_ordering"],[0,6,1,"","ref"],[0,6,1,"","required"],[0,6,1,"","title"],[0,6,1,"","type"]],"genai.types.SchemaDict":[[0,3,1,"","additional_properties"],[0,3,1,"","any_of"],[0,3,1,"","default"],[0,3,1,"","defs"],[0,3,1,"","description"],[0,3,1,"","enum"],[0,3,1,"","example"],[0,3,1,"","format"],[0,3,1,"","max_items"],[0,3,1,"","max_length"],[0,3,1,"","max_properties"],[0,3,1,"","maximum"],[0,3,1,"","min_items"],[0,3,1,"","min_length"],[0,3,1,"","min_properties"],[0,3,1,"","minimum"],[0,3,1,"","nullable"],[0,3,1,"","pattern"],[0,3,1,"","properties"],[0,3,1,"","property_ordering"],[0,3,1,"","ref"],[0,3,1,"","required"],[0,3,1,"","title"],[0,3,1,"","type"]],"genai.types.ScribbleImage":[[0,6,1,"","image"]],"genai.types.ScribbleImageDict":[[0,3,1,"","image"]],"genai.types.SearchEntryPoint":[[0,6,1,"","rendered_content"],[0,6,1,"","sdk_blob"]],"genai.types.SearchEntryPointDict":[[0,3,1,"","rendered_content"],[0,3,1,"","sdk_blob"]],"genai.types.SearchTypes":[[0,6,1,"","image_search"],[0,6,1,"","web_search"]],"genai.types.SearchTypesDict":[[0,3,1,"","image_search"],[0,3,1,"","web_search"]],"genai.types.Segment":[[0,6,1,"","end_index"],[0,6,1,"","part_index"],[0,6,1,"","start_index"],[0,6,1,"","text"]],"genai.types.SegmentDict":[[0,3,1,"","end_index"],[0,3,1,"","part_index"],[0,3,1,"","start_index"],[0,3,1,"","text"]],"genai.types.SegmentImageConfig":[[0,6,1,"","binary_color_threshold"],[0,6,1,"","confidence_threshold"],[0,6,1,"","http_options"],[0,6,1,"","labels"],[0,6,1,"","mask_dilation"],[0,6,1,"","max_predictions"],[0,6,1,"","mode"]],"genai.types.SegmentImageConfigDict":[[0,3,1,"","binary_color_threshold"],[0,3,1,"","confidence_threshold"],[0,3,1,"","http_options"],[0,3,1,"","labels"],[0,3,1,"","mask_dilation"],[0,3,1,"","max_predictions"],[0,3,1,"","mode"]],"genai.types.SegmentImageResponse":[[0,6,1,"","generated_masks"]],"genai.types.SegmentImageResponseDict":[[0,3,1,"","generated_masks"]],"genai.types.SegmentImageSource":[[0,6,1,"","image"],[0,6,1,"","prompt"],[0,6,1,"","scribble_image"]],"genai.types.SegmentImageSourceDict":[[0,3,1,"","image"],[0,3,1,"","prompt"],[0,3,1,"","scribble_image"]],"genai.types.SegmentMode":[[0,3,1,"","BACKGROUND"],[0,3,1,"","FOREGROUND"],[0,3,1,"","INTERACTIVE"],[0,3,1,"","PROMPT"],[0,3,1,"","SEMANTIC"]],"genai.types.ServiceTier":[[0,3,1,"","FLEX"],[0,3,1,"","PRIORITY"],[0,3,1,"","STANDARD"],[0,3,1,"","UNSPECIFIED"]],"genai.types.SessionResumptionConfig":[[0,6,1,"","handle"],[0,6,1,"","transparent"]],"genai.types.SessionResumptionConfigDict":[[0,3,1,"","handle"],[0,3,1,"","transparent"]],"genai.types.SingleEmbedContentResponse":[[0,6,1,"","embedding"],[0,6,1,"","token_count"]],"genai.types.SingleEmbedContentResponseDict":[[0,3,1,"","embedding"],[0,3,1,"","token_count"]],"genai.types.SingleReinforcementTuningRewardConfig":[[0,6,1,"","autorater_scorer"],[0,6,1,"","cloud_run_reward_scorer"],[0,6,1,"","code_execution_reward_scorer"],[0,6,1,"","parse_response_config"],[0,6,1,"","reward_name"],[0,6,1,"","string_match_reward_scorer"]],"genai.types.SingleReinforcementTuningRewardConfigDict":[[0,3,1,"","autorater_scorer"],[0,3,1,"","cloud_run_reward_scorer"],[0,3,1,"","code_execution_reward_scorer"],[0,3,1,"","parse_response_config"],[0,3,1,"","reward_name"],[0,3,1,"","string_match_reward_scorer"]],"genai.types.SlidingWindow":[[0,6,1,"","target_tokens"]],"genai.types.SlidingWindowDict":[[0,3,1,"","target_tokens"]],"genai.types.SpeakerVoiceConfig":[[0,6,1,"","speaker"],[0,6,1,"","voice_config"]],"genai.types.SpeakerVoiceConfigDict":[[0,3,1,"","speaker"],[0,3,1,"","voice_config"]],"genai.types.SpeechConfig":[[0,6,1,"","language_code"],[0,6,1,"","multi_speaker_voice_config"],[0,6,1,"","voice_config"]],"genai.types.SpeechConfigDict":[[0,3,1,"","language_code"],[0,3,1,"","multi_speaker_voice_config"],[0,3,1,"","voice_config"]],"genai.types.StartSensitivity":[[0,3,1,"","START_SENSITIVITY_HIGH"],[0,3,1,"","START_SENSITIVITY_LOW"],[0,3,1,"","START_SENSITIVITY_UNSPECIFIED"]],"genai.types.StreamableHttpTransport":[[0,6,1,"","headers"],[0,6,1,"","sse_read_timeout"],[0,6,1,"","terminate_on_close"],[0,6,1,"","timeout"],[0,6,1,"","url"]],"genai.types.StreamableHttpTransportDict":[[0,3,1,"","headers"],[0,3,1,"","sse_read_timeout"],[0,3,1,"","terminate_on_close"],[0,3,1,"","timeout"],[0,3,1,"","url"]],"genai.types.StringList":[[0,6,1,"","values"]],"genai.types.StyleReferenceConfig":[[0,6,1,"","style_description"]],"genai.types.StyleReferenceConfigDict":[[0,3,1,"","style_description"]],"genai.types.StyleReferenceImage":[[0,6,1,"","config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"],[0,6,1,"","style_image_config"]],"genai.types.StyleReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.SubjectReferenceConfig":[[0,6,1,"","subject_description"],[0,6,1,"","subject_type"]],"genai.types.SubjectReferenceConfigDict":[[0,3,1,"","subject_description"],[0,3,1,"","subject_type"]],"genai.types.SubjectReferenceImage":[[0,6,1,"","config"],[0,6,1,"","reference_id"],[0,6,1,"","reference_image"],[0,6,1,"","reference_type"],[0,6,1,"","subject_image_config"]],"genai.types.SubjectReferenceImageDict":[[0,3,1,"","config"],[0,3,1,"","reference_id"],[0,3,1,"","reference_image"],[0,3,1,"","reference_type"]],"genai.types.SubjectReferenceType":[[0,3,1,"","SUBJECT_TYPE_ANIMAL"],[0,3,1,"","SUBJECT_TYPE_DEFAULT"],[0,3,1,"","SUBJECT_TYPE_PERSON"],[0,3,1,"","SUBJECT_TYPE_PRODUCT"]],"genai.types.SupervisedHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","batch_size"],[0,6,1,"","epoch_count"],[0,6,1,"","learning_rate"],[0,6,1,"","learning_rate_multiplier"]],"genai.types.SupervisedHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","batch_size"],[0,3,1,"","epoch_count"],[0,3,1,"","learning_rate"],[0,3,1,"","learning_rate_multiplier"]],"genai.types.SupervisedTuningDataStats":[[0,6,1,"","dropped_example_reasons"],[0,6,1,"","total_billable_character_count"],[0,6,1,"","total_billable_token_count"],[0,6,1,"","total_truncated_example_count"],[0,6,1,"","total_tuning_character_count"],[0,6,1,"","truncated_example_indices"],[0,6,1,"","tuning_dataset_example_count"],[0,6,1,"","tuning_step_count"],[0,6,1,"","user_dataset_examples"],[0,6,1,"","user_input_token_distribution"],[0,6,1,"","user_message_per_example_distribution"],[0,6,1,"","user_output_token_distribution"]],"genai.types.SupervisedTuningDataStatsDict":[[0,3,1,"","dropped_example_reasons"],[0,3,1,"","total_billable_character_count"],[0,3,1,"","total_billable_token_count"],[0,3,1,"","total_truncated_example_count"],[0,3,1,"","total_tuning_character_count"],[0,3,1,"","truncated_example_indices"],[0,3,1,"","tuning_dataset_example_count"],[0,3,1,"","tuning_step_count"],[0,3,1,"","user_dataset_examples"],[0,3,1,"","user_input_token_distribution"],[0,3,1,"","user_message_per_example_distribution"],[0,3,1,"","user_output_token_distribution"]],"genai.types.SupervisedTuningDatasetDistribution":[[0,6,1,"","billable_sum"],[0,6,1,"","buckets"],[0,6,1,"","max"],[0,6,1,"","mean"],[0,6,1,"","median"],[0,6,1,"","min"],[0,6,1,"","p5"],[0,6,1,"","p95"],[0,6,1,"","sum"]],"genai.types.SupervisedTuningDatasetDistributionDatasetBucket":[[0,6,1,"","count"],[0,6,1,"","left"],[0,6,1,"","right"]],"genai.types.SupervisedTuningDatasetDistributionDatasetBucketDict":[[0,3,1,"","count"],[0,3,1,"","left"],[0,3,1,"","right"]],"genai.types.SupervisedTuningDatasetDistributionDict":[[0,3,1,"","billable_sum"],[0,3,1,"","buckets"],[0,3,1,"","max"],[0,3,1,"","mean"],[0,3,1,"","median"],[0,3,1,"","min"],[0,3,1,"","p5"],[0,3,1,"","p95"],[0,3,1,"","sum"]],"genai.types.SupervisedTuningSpec":[[0,6,1,"","export_last_checkpoint_only"],[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","tuning_mode"],[0,6,1,"","validation_dataset_uri"]],"genai.types.SupervisedTuningSpecDict":[[0,3,1,"","export_last_checkpoint_only"],[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","tuning_mode"],[0,3,1,"","validation_dataset_uri"]],"genai.types.TestTableFile":[[0,6,1,"","comment"],[0,6,1,"","parameter_names"],[0,6,1,"","test_method"],[0,6,1,"","test_table"]],"genai.types.TestTableFileDict":[[0,3,1,"","comment"],[0,3,1,"","parameter_names"],[0,3,1,"","test_method"],[0,3,1,"","test_table"]],"genai.types.TestTableItem":[[0,6,1,"","exception_if_mldev"],[0,6,1,"","exception_if_vertex"],[0,6,1,"","has_union"],[0,6,1,"","ignore_keys"],[0,6,1,"","name"],[0,6,1,"","override_replay_id"],[0,6,1,"","parameters"],[0,6,1,"","skip_in_api_mode"]],"genai.types.TestTableItemDict":[[0,3,1,"","exception_if_mldev"],[0,3,1,"","exception_if_vertex"],[0,3,1,"","has_union"],[0,3,1,"","ignore_keys"],[0,3,1,"","name"],[0,3,1,"","override_replay_id"],[0,3,1,"","parameters"],[0,3,1,"","skip_in_api_mode"]],"genai.types.TextResponseFormat":[[0,6,1,"","jsonSchema"],[0,6,1,"","mime_type"]],"genai.types.TextResponseFormatDict":[[0,3,1,"","mime_type"],[0,3,1,"","schema"]],"genai.types.ThinkingConfig":[[0,6,1,"","include_thoughts"],[0,6,1,"","thinking_budget"],[0,6,1,"","thinking_level"]],"genai.types.ThinkingConfigDict":[[0,3,1,"","include_thoughts"],[0,3,1,"","thinking_budget"],[0,3,1,"","thinking_level"]],"genai.types.ThinkingLevel":[[0,3,1,"","HIGH"],[0,3,1,"","LOW"],[0,3,1,"","MEDIUM"],[0,3,1,"","MINIMAL"],[0,3,1,"","THINKING_LEVEL_UNSPECIFIED"]],"genai.types.TokensInfo":[[0,6,1,"","role"],[0,6,1,"","token_ids"],[0,6,1,"","tokens"]],"genai.types.TokensInfoDict":[[0,3,1,"","role"],[0,3,1,"","token_ids"],[0,3,1,"","tokens"]],"genai.types.Tool":[[0,6,1,"","code_execution"],[0,6,1,"","computer_use"],[0,6,1,"","enterprise_web_search"],[0,6,1,"","exa_ai_search"],[0,6,1,"","file_search"],[0,6,1,"","function_declarations"],[0,6,1,"","google_maps"],[0,6,1,"","google_search"],[0,6,1,"","google_search_retrieval"],[0,6,1,"","mcp_servers"],[0,6,1,"","parallel_ai_search"],[0,6,1,"","retrieval"],[0,6,1,"","url_context"]],"genai.types.ToolCall":[[0,6,1,"","args"],[0,6,1,"","id"],[0,6,1,"","tool_type"]],"genai.types.ToolCallDict":[[0,3,1,"","args"],[0,3,1,"","id"],[0,3,1,"","tool_type"]],"genai.types.ToolConfig":[[0,6,1,"","function_calling_config"],[0,6,1,"","include_server_side_tool_invocations"],[0,6,1,"","retrieval_config"]],"genai.types.ToolConfigDict":[[0,3,1,"","function_calling_config"],[0,3,1,"","include_server_side_tool_invocations"],[0,3,1,"","retrieval_config"]],"genai.types.ToolDict":[[0,3,1,"","code_execution"],[0,3,1,"","computer_use"],[0,3,1,"","enterprise_web_search"],[0,3,1,"","exa_ai_search"],[0,3,1,"","file_search"],[0,3,1,"","function_declarations"],[0,3,1,"","google_maps"],[0,3,1,"","google_search"],[0,3,1,"","google_search_retrieval"],[0,3,1,"","mcp_servers"],[0,3,1,"","parallel_ai_search"],[0,3,1,"","retrieval"],[0,3,1,"","url_context"]],"genai.types.ToolExaAiSearch":[[0,6,1,"","api_key"],[0,6,1,"","custom_configs"]],"genai.types.ToolExaAiSearchDict":[[0,3,1,"","api_key"],[0,3,1,"","custom_configs"]],"genai.types.ToolParallelAiSearch":[[0,6,1,"","api_key"],[0,6,1,"","custom_configs"],[0,6,1,"","enable_data_retention"],[0,6,1,"","enable_zero_data_retention"]],"genai.types.ToolParallelAiSearchDict":[[0,3,1,"","api_key"],[0,3,1,"","custom_configs"],[0,3,1,"","enable_data_retention"],[0,3,1,"","enable_zero_data_retention"]],"genai.types.ToolResponse":[[0,6,1,"","id"],[0,6,1,"","response"],[0,6,1,"","tool_type"]],"genai.types.ToolResponseDict":[[0,3,1,"","id"],[0,3,1,"","response"],[0,3,1,"","tool_type"]],"genai.types.ToolType":[[0,3,1,"","FILE_SEARCH"],[0,3,1,"","GOOGLE_MAPS"],[0,3,1,"","GOOGLE_SEARCH_IMAGE"],[0,3,1,"","GOOGLE_SEARCH_WEB"],[0,3,1,"","MEDIA_PROCESSING"],[0,3,1,"","TOOL_TYPE_UNSPECIFIED"],[0,3,1,"","URL_CONTEXT"]],"genai.types.TrafficType":[[0,3,1,"","ON_DEMAND"],[0,3,1,"","ON_DEMAND_FLEX"],[0,3,1,"","ON_DEMAND_OFFPEAK"],[0,3,1,"","ON_DEMAND_PRIORITY"],[0,3,1,"","PROVISIONED_THROUGHPUT"],[0,3,1,"","TRAFFIC_TYPE_UNSPECIFIED"]],"genai.types.Transcription":[[0,6,1,"","finished"],[0,6,1,"","language_code"],[0,6,1,"","speaker_label"],[0,6,1,"","text"],[0,6,1,"","words"]],"genai.types.TranscriptionDict":[[0,3,1,"","finished"],[0,3,1,"","language_code"],[0,3,1,"","speaker_label"],[0,3,1,"","text"],[0,3,1,"","words"]],"genai.types.TranslationConfig":[[0,6,1,"","echo_target_language"],[0,6,1,"","target_language_code"]],"genai.types.TranslationConfigDict":[[0,3,1,"","echo_target_language"],[0,3,1,"","target_language_code"]],"genai.types.TunedModel":[[0,6,1,"","checkpoints"],[0,6,1,"","endpoint"],[0,6,1,"","model"]],"genai.types.TunedModelCheckpoint":[[0,6,1,"","checkpoint_id"],[0,6,1,"","endpoint"],[0,6,1,"","epoch"],[0,6,1,"","step"]],"genai.types.TunedModelCheckpointDict":[[0,3,1,"","checkpoint_id"],[0,3,1,"","endpoint"],[0,3,1,"","epoch"],[0,3,1,"","step"]],"genai.types.TunedModelDict":[[0,3,1,"","checkpoints"],[0,3,1,"","endpoint"],[0,3,1,"","model"]],"genai.types.TunedModelInfo":[[0,6,1,"","base_model"],[0,6,1,"","create_time"],[0,6,1,"","update_time"]],"genai.types.TunedModelInfoDict":[[0,3,1,"","base_model"],[0,3,1,"","create_time"],[0,3,1,"","update_time"]],"genai.types.TuningDataStats":[[0,6,1,"","distillation_data_stats"],[0,6,1,"","preference_optimization_data_stats"],[0,6,1,"","reinforcement_tuning_data_stats"],[0,6,1,"","supervised_tuning_data_stats"]],"genai.types.TuningDataStatsDict":[[0,3,1,"","distillation_data_stats"],[0,3,1,"","preference_optimization_data_stats"],[0,3,1,"","reinforcement_tuning_data_stats"],[0,3,1,"","supervised_tuning_data_stats"]],"genai.types.TuningDataset":[[0,6,1,"","examples"],[0,6,1,"","gcs_uri"],[0,6,1,"","vertex_dataset_resource"]],"genai.types.TuningDatasetDict":[[0,3,1,"","examples"],[0,3,1,"","gcs_uri"],[0,3,1,"","vertex_dataset_resource"]],"genai.types.TuningExample":[[0,6,1,"","output"],[0,6,1,"","text_input"]],"genai.types.TuningExampleDict":[[0,3,1,"","output"],[0,3,1,"","text_input"]],"genai.types.TuningJob":[[0,6,1,"","base_model"],[0,6,1,"","create_time"],[0,6,1,"","custom_base_model"],[0,6,1,"","description"],[0,6,1,"","distillation_sampling_spec"],[0,6,1,"","distillation_spec"],[0,6,1,"","encryption_spec"],[0,6,1,"","end_time"],[0,6,1,"","error"],[0,6,1,"","evaluate_dataset_runs"],[0,6,1,"","evaluation_config"],[0,6,1,"","experiment"],[0,6,1,"","full_fine_tuning_spec"],[0,2,1,"","has_ended"],[0,2,1,"","has_succeeded"],[0,6,1,"","labels"],[0,6,1,"","name"],[0,6,1,"","output_uri"],[0,6,1,"","partner_model_tuning_spec"],[0,6,1,"","pipeline_job"],[0,6,1,"","pre_tuned_model"],[0,6,1,"","preference_optimization_spec"],[0,6,1,"","reinforcement_tuning_spec"],[0,6,1,"","sdk_http_response"],[0,6,1,"","service_account"],[0,6,1,"","start_time"],[0,6,1,"","state"],[0,6,1,"","supervised_tuning_spec"],[0,6,1,"","tuned_model"],[0,6,1,"","tuned_model_display_name"],[0,6,1,"","tuning_data_stats"],[0,6,1,"","tuning_job_metadata"],[0,6,1,"","tuning_job_state"],[0,6,1,"","update_time"],[0,6,1,"","veo_lora_tuning_spec"],[0,6,1,"","veo_tuning_spec"]],"genai.types.TuningJobDict":[[0,3,1,"","base_model"],[0,3,1,"","create_time"],[0,3,1,"","custom_base_model"],[0,3,1,"","description"],[0,3,1,"","distillation_sampling_spec"],[0,3,1,"","distillation_spec"],[0,3,1,"","encryption_spec"],[0,3,1,"","end_time"],[0,3,1,"","error"],[0,3,1,"","evaluate_dataset_runs"],[0,3,1,"","evaluation_config"],[0,3,1,"","experiment"],[0,3,1,"","full_fine_tuning_spec"],[0,3,1,"","labels"],[0,3,1,"","name"],[0,3,1,"","output_uri"],[0,3,1,"","partner_model_tuning_spec"],[0,3,1,"","pipeline_job"],[0,3,1,"","pre_tuned_model"],[0,3,1,"","preference_optimization_spec"],[0,3,1,"","reinforcement_tuning_spec"],[0,3,1,"","sdk_http_response"],[0,3,1,"","service_account"],[0,3,1,"","start_time"],[0,3,1,"","state"],[0,3,1,"","supervised_tuning_spec"],[0,3,1,"","tuned_model"],[0,3,1,"","tuned_model_display_name"],[0,3,1,"","tuning_data_stats"],[0,3,1,"","tuning_job_metadata"],[0,3,1,"","tuning_job_state"],[0,3,1,"","update_time"],[0,3,1,"","veo_lora_tuning_spec"],[0,3,1,"","veo_tuning_spec"]],"genai.types.TuningJobMetadata":[[0,6,1,"","completed_epoch_count"],[0,6,1,"","completed_step_count"]],"genai.types.TuningJobMetadataDict":[[0,3,1,"","completed_epoch_count"],[0,3,1,"","completed_step_count"]],"genai.types.TuningJobState":[[0,3,1,"","TUNING_JOB_STATE_POST_PROCESSING"],[0,3,1,"","TUNING_JOB_STATE_PROCESSING_DATASET"],[0,3,1,"","TUNING_JOB_STATE_TUNING"],[0,3,1,"","TUNING_JOB_STATE_UNSPECIFIED"],[0,3,1,"","TUNING_JOB_STATE_WAITING_FOR_CAPACITY"],[0,3,1,"","TUNING_JOB_STATE_WAITING_FOR_QUOTA"]],"genai.types.TuningMethod":[[0,3,1,"","DISTILLATION"],[0,3,1,"","PREFERENCE_TUNING"],[0,3,1,"","REINFORCEMENT_TUNING"],[0,3,1,"","SUPERVISED_FINE_TUNING"]],"genai.types.TuningMode":[[0,3,1,"","TUNING_MODE_FULL"],[0,3,1,"","TUNING_MODE_PEFT_ADAPTER"],[0,3,1,"","TUNING_MODE_UNSPECIFIED"]],"genai.types.TuningOperation":[[0,6,1,"","done"],[0,6,1,"","error"],[0,6,1,"","metadata"],[0,6,1,"","name"],[0,6,1,"","sdk_http_response"]],"genai.types.TuningOperationDict":[[0,3,1,"","done"],[0,3,1,"","error"],[0,3,1,"","metadata"],[0,3,1,"","name"],[0,3,1,"","sdk_http_response"]],"genai.types.TuningSpeed":[[0,3,1,"","FAST"],[0,3,1,"","REGULAR"],[0,3,1,"","TUNING_SPEED_UNSPECIFIED"]],"genai.types.TuningTask":[[0,3,1,"","TUNING_TASK_I2V"],[0,3,1,"","TUNING_TASK_R2V"],[0,3,1,"","TUNING_TASK_T2V"],[0,3,1,"","TUNING_TASK_UNSPECIFIED"]],"genai.types.TuningValidationDataset":[[0,6,1,"","gcs_uri"],[0,6,1,"","vertex_dataset_resource"]],"genai.types.TuningValidationDatasetDict":[[0,3,1,"","gcs_uri"],[0,3,1,"","vertex_dataset_resource"]],"genai.types.TurnCompleteReason":[[0,3,1,"","BLOCKLIST"],[0,3,1,"","GENERATED_AUDIO_SAFETY"],[0,3,1,"","GENERATED_CONTENT_BLOCKLIST"],[0,3,1,"","GENERATED_CONTENT_PROHIBITED"],[0,3,1,"","GENERATED_CONTENT_SAFETY"],[0,3,1,"","GENERATED_IMAGE_CELEBRITY"],[0,3,1,"","GENERATED_IMAGE_IDENTIFIABLE_PEOPLE"],[0,3,1,"","GENERATED_IMAGE_MINORS"],[0,3,1,"","GENERATED_IMAGE_PROHIBITED"],[0,3,1,"","GENERATED_IMAGE_PROMINENT_PEOPLE_DETECTED_BY_REWRITER"],[0,3,1,"","GENERATED_IMAGE_SAFETY"],[0,3,1,"","GENERATED_OTHER"],[0,3,1,"","GENERATED_VIDEO_SAFETY"],[0,3,1,"","IMAGE_PROHIBITED_INPUT_CONTENT"],[0,3,1,"","INPUT_IMAGE_CELEBRITY"],[0,3,1,"","INPUT_IMAGE_PHOTO_REALISTIC_CHILD_PROHIBITED"],[0,3,1,"","INPUT_IP_PROHIBITED"],[0,3,1,"","INPUT_OTHER"],[0,3,1,"","INPUT_TEXT_CONTAIN_PROMINENT_PERSON_PROHIBITED"],[0,3,1,"","INPUT_TEXT_NCII_PROHIBITED"],[0,3,1,"","MALFORMED_FUNCTION_CALL"],[0,3,1,"","MAX_REGENERATION_REACHED"],[0,3,1,"","NEED_MORE_INPUT"],[0,3,1,"","OUTPUT_IMAGE_IP_PROHIBITED"],[0,3,1,"","PROHIBITED_INPUT_CONTENT"],[0,3,1,"","RESPONSE_REJECTED"],[0,3,1,"","TURN_COMPLETE_REASON_UNSPECIFIED"],[0,3,1,"","UNSAFE_PROMPT_FOR_IMAGE_GENERATION"]],"genai.types.TurnCoverage":[[0,3,1,"","TURN_COVERAGE_UNSPECIFIED"],[0,3,1,"","TURN_INCLUDES_ALL_INPUT"],[0,3,1,"","TURN_INCLUDES_AUDIO_ACTIVITY_AND_ALL_VIDEO"],[0,3,1,"","TURN_INCLUDES_ONLY_ACTIVITY"]],"genai.types.Type":[[0,3,1,"","ARRAY"],[0,3,1,"","BOOLEAN"],[0,3,1,"","INTEGER"],[0,3,1,"","NULL"],[0,3,1,"","NUMBER"],[0,3,1,"","OBJECT"],[0,3,1,"","STRING"],[0,3,1,"","TYPE_UNSPECIFIED"]],"genai.types.UnifiedMetric":[[0,6,1,"","bleu_spec"],[0,6,1,"","computation_based_metric_spec"],[0,6,1,"","custom_code_execution_spec"],[0,6,1,"","llm_based_metric_spec"],[0,6,1,"","pointwise_metric_spec"],[0,6,1,"","predefined_metric_spec"],[0,6,1,"","rouge_spec"]],"genai.types.UnifiedMetricDict":[[0,3,1,"","bleu_spec"],[0,3,1,"","computation_based_metric_spec"],[0,3,1,"","custom_code_execution_spec"],[0,3,1,"","llm_based_metric_spec"],[0,3,1,"","pointwise_metric_spec"],[0,3,1,"","predefined_metric_spec"],[0,3,1,"","rouge_spec"]],"genai.types.UpdateCachedContentConfig":[[0,6,1,"","expire_time"],[0,6,1,"","http_options"],[0,6,1,"","ttl"]],"genai.types.UpdateCachedContentConfigDict":[[0,3,1,"","expire_time"],[0,3,1,"","http_options"],[0,3,1,"","ttl"]],"genai.types.UpdateModelConfig":[[0,6,1,"","default_checkpoint_id"],[0,6,1,"","description"],[0,6,1,"","display_name"],[0,6,1,"","http_options"]],"genai.types.UpdateModelConfigDict":[[0,3,1,"","default_checkpoint_id"],[0,3,1,"","description"],[0,3,1,"","display_name"],[0,3,1,"","http_options"]],"genai.types.UploadFileConfig":[[0,6,1,"","display_name"],[0,6,1,"","http_options"],[0,6,1,"","mime_type"],[0,6,1,"","name"]],"genai.types.UploadFileConfigDict":[[0,3,1,"","display_name"],[0,3,1,"","http_options"],[0,3,1,"","mime_type"],[0,3,1,"","name"]],"genai.types.UploadToFileSearchStoreConfig":[[0,6,1,"","chunking_config"],[0,6,1,"","custom_metadata"],[0,6,1,"","display_name"],[0,6,1,"","http_options"],[0,6,1,"","mime_type"],[0,6,1,"","should_return_http_response"]],"genai.types.UploadToFileSearchStoreConfigDict":[[0,3,1,"","chunking_config"],[0,3,1,"","custom_metadata"],[0,3,1,"","display_name"],[0,3,1,"","http_options"],[0,3,1,"","mime_type"],[0,3,1,"","should_return_http_response"]],"genai.types.UploadToFileSearchStoreOperation":[[0,1,1,"","from_api_response"],[0,6,1,"","response"]],"genai.types.UploadToFileSearchStoreResponse":[[0,6,1,"","document_name"],[0,6,1,"","parent"],[0,6,1,"","sdk_http_response"]],"genai.types.UploadToFileSearchStoreResponseDict":[[0,3,1,"","document_name"],[0,3,1,"","parent"],[0,3,1,"","sdk_http_response"]],"genai.types.UploadToFileSearchStoreResumableResponse":[[0,6,1,"","sdk_http_response"]],"genai.types.UploadToFileSearchStoreResumableResponseDict":[[0,3,1,"","sdk_http_response"]],"genai.types.UpscaleImageConfig":[[0,6,1,"","enhance_input_image"],[0,6,1,"","http_options"],[0,6,1,"","image_preservation_factor"],[0,6,1,"","include_rai_reason"],[0,6,1,"","labels"],[0,6,1,"","output_compression_quality"],[0,6,1,"","output_gcs_uri"],[0,6,1,"","output_mime_type"],[0,6,1,"","person_generation"],[0,6,1,"","safety_filter_level"]],"genai.types.UpscaleImageConfigDict":[[0,3,1,"","enhance_input_image"],[0,3,1,"","http_options"],[0,3,1,"","image_preservation_factor"],[0,3,1,"","include_rai_reason"],[0,3,1,"","labels"],[0,3,1,"","output_compression_quality"],[0,3,1,"","output_gcs_uri"],[0,3,1,"","output_mime_type"],[0,3,1,"","person_generation"],[0,3,1,"","safety_filter_level"]],"genai.types.UpscaleImageParameters":[[0,6,1,"","config"],[0,6,1,"","image"],[0,6,1,"","model"],[0,6,1,"","upscale_factor"]],"genai.types.UpscaleImageParametersDict":[[0,3,1,"","config"],[0,3,1,"","image"],[0,3,1,"","model"],[0,3,1,"","upscale_factor"]],"genai.types.UpscaleImageResponse":[[0,6,1,"","generated_images"],[0,6,1,"","sdk_http_response"]],"genai.types.UpscaleImageResponseDict":[[0,3,1,"","generated_images"],[0,3,1,"","sdk_http_response"]],"genai.types.UrlContextMetadata":[[0,6,1,"","url_metadata"]],"genai.types.UrlContextMetadataDict":[[0,3,1,"","url_metadata"]],"genai.types.UrlMetadata":[[0,6,1,"","retrieved_url"],[0,6,1,"","url_retrieval_status"]],"genai.types.UrlMetadataDict":[[0,3,1,"","retrieved_url"],[0,3,1,"","url_retrieval_status"]],"genai.types.UrlRetrievalStatus":[[0,3,1,"","URL_RETRIEVAL_STATUS_ERROR"],[0,3,1,"","URL_RETRIEVAL_STATUS_PAYWALL"],[0,3,1,"","URL_RETRIEVAL_STATUS_SUCCESS"],[0,3,1,"","URL_RETRIEVAL_STATUS_UNSAFE"],[0,3,1,"","URL_RETRIEVAL_STATUS_UNSPECIFIED"]],"genai.types.UsageMetadata":[[0,6,1,"","cache_tokens_details"],[0,6,1,"","cached_content_token_count"],[0,6,1,"","prompt_token_count"],[0,6,1,"","prompt_tokens_details"],[0,6,1,"","response_token_count"],[0,6,1,"","response_tokens_details"],[0,6,1,"","service_tier"],[0,6,1,"","thoughts_token_count"],[0,6,1,"","tool_use_prompt_token_count"],[0,6,1,"","tool_use_prompt_tokens_details"],[0,6,1,"","total_token_count"],[0,6,1,"","traffic_type"]],"genai.types.UsageMetadataDict":[[0,3,1,"","cache_tokens_details"],[0,3,1,"","cached_content_token_count"],[0,3,1,"","prompt_token_count"],[0,3,1,"","prompt_tokens_details"],[0,3,1,"","response_token_count"],[0,3,1,"","response_tokens_details"],[0,3,1,"","service_tier"],[0,3,1,"","thoughts_token_count"],[0,3,1,"","tool_use_prompt_token_count"],[0,3,1,"","tool_use_prompt_tokens_details"],[0,3,1,"","total_token_count"],[0,3,1,"","traffic_type"]],"genai.types.UserContent":[[0,6,1,"","parts"],[0,6,1,"","role"]],"genai.types.VadSignalType":[[0,3,1,"","VAD_SIGNAL_TYPE_EOS"],[0,3,1,"","VAD_SIGNAL_TYPE_SOS"],[0,3,1,"","VAD_SIGNAL_TYPE_UNSPECIFIED"]],"genai.types.ValidateRewardConfig":[[0,6,1,"","http_options"]],"genai.types.ValidateRewardConfigDict":[[0,3,1,"","http_options"]],"genai.types.ValidateRewardResponse":[[0,6,1,"","error"],[0,6,1,"","overall_reward"],[0,6,1,"","reward_info_details"],[0,6,1,"","sdk_http_response"]],"genai.types.ValidateRewardResponseDict":[[0,3,1,"","error"],[0,3,1,"","overall_reward"],[0,3,1,"","reward_info_details"],[0,3,1,"","sdk_http_response"]],"genai.types.VeoHyperParameters":[[0,6,1,"","adapter_size"],[0,6,1,"","epoch_count"],[0,6,1,"","learning_rate_multiplier"],[0,6,1,"","tuning_speed"],[0,6,1,"","tuning_task"],[0,6,1,"","veo_data_mixture_ratio"]],"genai.types.VeoHyperParametersDict":[[0,3,1,"","adapter_size"],[0,3,1,"","epoch_count"],[0,3,1,"","learning_rate_multiplier"],[0,3,1,"","tuning_speed"],[0,3,1,"","tuning_task"],[0,3,1,"","veo_data_mixture_ratio"]],"genai.types.VeoLoraTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"],[0,6,1,"","video_orientation"]],"genai.types.VeoLoraTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"],[0,3,1,"","video_orientation"]],"genai.types.VeoTuningSpec":[[0,6,1,"","hyper_parameters"],[0,6,1,"","training_dataset_uri"],[0,6,1,"","validation_dataset_uri"]],"genai.types.VeoTuningSpecDict":[[0,3,1,"","hyper_parameters"],[0,3,1,"","training_dataset_uri"],[0,3,1,"","validation_dataset_uri"]],"genai.types.VertexAISearch":[[0,6,1,"","data_store_specs"],[0,6,1,"","datastore"],[0,6,1,"","engine"],[0,6,1,"","filter"],[0,6,1,"","max_results"]],"genai.types.VertexAISearchDataStoreSpec":[[0,6,1,"","data_store"],[0,6,1,"","filter"]],"genai.types.VertexAISearchDataStoreSpecDict":[[0,3,1,"","data_store"],[0,3,1,"","filter"]],"genai.types.VertexAISearchDict":[[0,3,1,"","data_store_specs"],[0,3,1,"","datastore"],[0,3,1,"","engine"],[0,3,1,"","filter"],[0,3,1,"","max_results"]],"genai.types.VertexMultimodalDatasetDestination":[[0,6,1,"","bigquery_destination"],[0,6,1,"","display_name"]],"genai.types.VertexMultimodalDatasetDestinationDict":[[0,3,1,"","bigquery_destination"],[0,3,1,"","display_name"]],"genai.types.VertexRagStore":[[0,6,1,"","rag_corpora"],[0,6,1,"","rag_resources"],[0,6,1,"","rag_retrieval_config"],[0,6,1,"","similarity_top_k"],[0,6,1,"","store_context"],[0,6,1,"","vector_distance_threshold"]],"genai.types.VertexRagStoreDict":[[0,3,1,"","rag_corpora"],[0,3,1,"","rag_resources"],[0,3,1,"","rag_retrieval_config"],[0,3,1,"","similarity_top_k"],[0,3,1,"","store_context"],[0,3,1,"","vector_distance_threshold"]],"genai.types.VertexRagStoreRagResource":[[0,6,1,"","rag_corpus"],[0,6,1,"","rag_file_ids"]],"genai.types.VertexRagStoreRagResourceDict":[[0,3,1,"","rag_corpus"],[0,3,1,"","rag_file_ids"]],"genai.types.Video":[[0,1,1,"","from_file"],[0,6,1,"","mime_type"],[0,1,1,"","save"],[0,1,1,"","show"],[0,6,1,"","uri"],[0,6,1,"","video_bytes"]],"genai.types.VideoCompressionQuality":[[0,3,1,"","LOSSLESS"],[0,3,1,"","OPTIMIZED"]],"genai.types.VideoDict":[[0,3,1,"","mime_type"],[0,3,1,"","uri"],[0,3,1,"","video_bytes"]],"genai.types.VideoGenerationMask":[[0,6,1,"","image"],[0,6,1,"","mask_mode"]],"genai.types.VideoGenerationMaskDict":[[0,3,1,"","image"],[0,3,1,"","mask_mode"]],"genai.types.VideoGenerationMaskMode":[[0,3,1,"","INSERT"],[0,3,1,"","OUTPAINT"],[0,3,1,"","REMOVE"],[0,3,1,"","REMOVE_STATIC"]],"genai.types.VideoGenerationReferenceImage":[[0,6,1,"","image"],[0,6,1,"","reference_type"]],"genai.types.VideoGenerationReferenceImageDict":[[0,3,1,"","image"],[0,3,1,"","reference_type"]],"genai.types.VideoGenerationReferenceType":[[0,3,1,"","ASSET"],[0,3,1,"","STYLE"]],"genai.types.VideoMetadata":[[0,6,1,"","end_offset"],[0,6,1,"","fps"],[0,6,1,"","start_offset"]],"genai.types.VideoMetadataDict":[[0,3,1,"","end_offset"],[0,3,1,"","fps"],[0,3,1,"","start_offset"]],"genai.types.VideoOrientation":[[0,3,1,"","LANDSCAPE"],[0,3,1,"","PORTRAIT"],[0,3,1,"","VIDEO_ORIENTATION_UNSPECIFIED"]],"genai.types.VideoResponseFormat":[[0,6,1,"","aspect_ratio"],[0,6,1,"","delivery"],[0,6,1,"","duration"],[0,6,1,"","gcs_uri"],[0,6,1,"","resolution"]],"genai.types.VideoResponseFormatDict":[[0,3,1,"","aspect_ratio"],[0,3,1,"","delivery"],[0,3,1,"","duration"],[0,3,1,"","gcs_uri"],[0,3,1,"","resolution"]],"genai.types.VoiceActivity":[[0,6,1,"","audio_offset"],[0,6,1,"","voice_activity_type"]],"genai.types.VoiceActivityDetectionSignal":[[0,6,1,"","vad_signal_type"]],"genai.types.VoiceActivityDetectionSignalDict":[[0,3,1,"","vad_signal_type"]],"genai.types.VoiceActivityDict":[[0,3,1,"","audio_offset"],[0,3,1,"","voice_activity_type"]],"genai.types.VoiceActivityType":[[0,3,1,"","ACTIVITY_END"],[0,3,1,"","ACTIVITY_START"],[0,3,1,"","TYPE_UNSPECIFIED"]],"genai.types.VoiceConfig":[[0,6,1,"","prebuilt_voice_config"],[0,6,1,"","replicated_voice_config"]],"genai.types.VoiceConfigDict":[[0,3,1,"","prebuilt_voice_config"],[0,3,1,"","replicated_voice_config"]],"genai.types.VoiceConsentSignature":[[0,6,1,"","signature"]],"genai.types.VoiceConsentSignatureDict":[[0,3,1,"","signature"]],"genai.types.WebhookConfig":[[0,6,1,"","uris"],[0,6,1,"","user_metadata"]],"genai.types.WebhookConfigDict":[[0,3,1,"","uris"],[0,3,1,"","user_metadata"]],"genai.types.WeightedPrompt":[[0,6,1,"","text"],[0,6,1,"","weight"]],"genai.types.WeightedPromptDict":[[0,3,1,"","text"],[0,3,1,"","weight"]],"genai.types.WhiteSpaceConfig":[[0,6,1,"","max_overlap_tokens"],[0,6,1,"","max_tokens_per_chunk"]],"genai.types.WhiteSpaceConfigDict":[[0,3,1,"","max_overlap_tokens"],[0,3,1,"","max_tokens_per_chunk"]],"genai.types.WordInfo":[[0,6,1,"","end_offset"],[0,6,1,"","start_offset"],[0,6,1,"","word"]],"genai.types.WordInfoDict":[[0,3,1,"","end_offset"],[0,3,1,"","start_offset"],[0,3,1,"","word"]]},"objnames":{"0":["py","class","Python class"],"1":["py","method","Python method"],"2":["py","property","Python property"],"3":["py","attribute","Python attribute"],"4":["py","module","Python module"],"5":["py","pydantic_model","Python model"],"6":["py","pydantic_field","Python field"],"7":["py","pydantic_validator","Python validator"]},"objtypes":{"0":"py:class","1":"py:method","2":"py:property","3":"py:attribute","4":"py:module","5":"py:pydantic_model","6":"py:pydantic_field","7":"py:pydantic_validator"},"terms":{"":[0,1],"0":[0,1],"00":0,"001":[0,1],"002":[0,1],"004":0,"00z":0,"01":0,"01t00":0,"02t15":0,"03":0,"04":0,"05":0,"05530":1,"06":0,"09":0,"1":[0,1],"10":[0,1],"100":1,"1000":0,"101":0,"1080p":0,"11805v3":1,"12":0,"122":0,"123":0,"12345":0,"123456789":0,"1234567890123456789":0,"123a456b789c":0,"128":0,"1280x720":0,"16":[0,1],"16000":0,"180":0,"1841":0,"1k":0,"1p":0,"2":[0,1],"20":[0,1],"200":0,"2000":0,"201":0,"2014":0,"2020":0,"2024":0,"2025":0,"21":0,"2312":1,"23z":0,"24":0,"2403":1,"24khz":0,"25":0,"255":0,"256":0,"2a":0,"2b":0,"2k":0,"3":[0,1],"30":[0,1],"300":1,"301":0,"31":0,"32":0,"32768":0,"3339":0,"3600":[0,1],"360p":0,"383":0,"4":0,"40":0,"404":1,"408":0,"42":0,"429":0,"443":0,"456":0,"47":0,"4k":0,"5":[0,1],"50":0,"512":0,"512px":0,"5th":0,"5xx":0,"6":0,"60":0,"63":0,"639":0,"64":0,"7":0,"704x1280":0,"720p":0,"720x1280":0,"8":0,"80":0,"9":[0,1],"90":0,"90th":0,"95":1,"9535":0,"95th":0,"9999":0,"99th":0,"A":[0,1],"And":[0,1],"As":0,"By":[0,1],"For":[0,1],"If":[0,1],"In":[0,1],"It":[0,1],"NOT":0,"No":0,"Not":0,"On":0,"One":0,"Or":0,"The":[0,1],"Then":[0,1],"There":0,"These":0,"To":[0,1],"With":[0,1],"_":0,"_check_field_type_mismatch":0,"_check_image_config_typ":0,"_convert_literal_to_enum":0,"_gao":0,"_interact":0,"_regist":0,"_rename_citation_sourc":0,"_requestopt":1,"_uniongenericalia":0,"_validate_gcs_path":0,"_validate_mask_image_config":0,"a11":1,"a_flat_major_f_minor":[0,1,2],"a_major_g_flat_minor":[0,1,2],"ab":0,"abc":0,"abl":0,"abort":0,"about":[0,1],"abov":[0,1],"abrupt":0,"absolut":0,"abstractmethod":0,"abus":0,"accept":[0,1],"access":[0,1],"access_token":[0,1,2],"accesstoken":0,"accord":0,"accordingli":0,"account":0,"account_cr":[0,1,2],"accumul":0,"achiev":0,"aclient":1,"aclos":[0,1,2],"acm":0,"across":0,"act":0,"acta":0,"action":0,"activ":[0,1,2],"active_documents_count":[0,1,2],"activedocumentscount":0,"activity_end":[0,1,2],"activity_handl":[0,1,2],"activity_handling_unspecifi":[0,1,2],"activity_start":[0,1,2],"activityend":[0,1,2],"activityenddict":[0,1,2],"activityhandl":[0,1,2],"activitystart":[0,1,2],"activitystartdict":[0,1,2],"ad":0,"adapt":0,"adaptation_phras":[0,1,2],"adaptationphras":0,"adapter_s":[0,1,2],"adapter_size_eight":[0,1,2],"adapter_size_four":[0,1,2],"adapter_size_on":[0,1,2],"adapter_size_sixteen":[0,1,2],"adapter_size_thirty_two":[0,1,2],"adapter_size_two":[0,1,2],"adapter_size_unspecifi":[0,1,2],"adapters":[0,1,2],"add":0,"add_watermark":[0,1,2],"addit":[0,1],"addition":0,"additional_config":[0,1,2],"additional_properti":[0,1,2],"additionalconfig":0,"additionalproperti":0,"address":0,"addwatermark":0,"adher":0,"adjac":0,"adjust":0,"adult":0,"aesthet":0,"affect":0,"after":[0,1],"ag":[0,1],"again":0,"against":0,"agent":[0,1,2],"agent_config":0,"aggreg":0,"aggregate_summary_fn":[0,1,2],"aggregatesummaryfn":0,"aggregation_metr":[0,1,2],"aggregation_metric_unspecifi":[0,1,2],"aggregation_output":[0,1,2],"aggregation_result":[0,1,2],"aggregationmetr":[0,1,2],"aggregationoutput":[0,1,2],"aggregationoutputdict":[0,1,2],"aggregationresult":[0,1,2],"aggregationresultdict":[0,1,2],"agreement":0,"ai":0,"aim":0,"aio":[0,1,2],"aiohttp":0,"aiohttp_client":[0,1,2],"aiohttpclient":0,"aip":0,"aiplatform":0,"algorithm":0,"alia":0,"align":0,"all":[0,1],"allow":0,"allow_adult":[0,1,2],"allow_al":[0,1,2],"allow_non":0,"allow_prominent_peopl":[0,1,2],"allowed_function_nam":[0,1,2],"allowedfunctionnam":0,"allowlist":[0,1],"along":0,"alongsid":0,"alpha":[0,1,2],"alphanumer":0,"alreadi":0,"also":[0,1],"altern":0,"alwai":[0,1],"amazon":0,"an":[0,1],"analog":1,"analyz":0,"anchor":0,"ani":[0,2],"anim":0,"anniversari":0,"annot":0,"anoth":0,"answer":0,"any_of":[0,1,2],"anyof":[0,1],"anyth":0,"apart":0,"api":0,"api_auth":[0,1,2],"api_cli":0,"api_client_":0,"api_kei":[0,1,2],"api_key_auth":[0,1,2],"api_key_config":[0,1,2],"api_key_secret":[0,1,2],"api_key_secret_vers":[0,1,2],"api_key_str":[0,1,2],"api_opt":0,"api_respons":0,"api_spec":[0,1,2],"api_spec_unspecifi":[0,1,2],"api_vers":[0,1,2],"apiauth":[0,1,2],"apiauthapikeyconfig":[0,1,2],"apiauthapikeyconfigdict":[0,1,2],"apiauthdict":[0,1,2],"apierror":[0,1],"apikei":0,"apikeyconfig":[0,1,2],"apikeyconfigdict":[0,1,2],"apikeysecret":0,"apikeysecretvers":0,"apikeystr":0,"apispec":[0,1,2],"apivers":0,"app":0,"appear":0,"append":0,"appli":[0,1],"applic":[0,1],"application_json":0,"appropri":0,"approxim":0,"ar":[0,1],"architectur":0,"area":0,"arg":[0,1,2],"arg1":0,"arg2":0,"argument":0,"arithmet":0,"armor":0,"arrai":[0,1,2],"arrang":0,"artifact":0,"as_imag":[0,1,2],"asia":0,"ask":1,"aspect":0,"aspect_ratio":[0,1,2],"aspect_ratio_eight_by_on":[0,1,2],"aspect_ratio_five_by_four":[0,1,2],"aspect_ratio_four_by_f":[0,1,2],"aspect_ratio_four_by_on":[0,1,2],"aspect_ratio_four_by_thre":[0,1,2],"aspect_ratio_nine_by_sixteen":[0,1,2],"aspect_ratio_one_by_eight":[0,1,2],"aspect_ratio_one_by_four":[0,1,2],"aspect_ratio_one_by_on":[0,1,2],"aspect_ratio_sixteen_by_nin":[0,1,2],"aspect_ratio_three_by_four":[0,1,2],"aspect_ratio_three_by_two":[0,1,2],"aspect_ratio_twenty_one_by_nin":[0,1,2],"aspect_ratio_two_by_thre":[0,1,2],"aspect_ratio_unspecifi":[0,1,2],"aspectratio":[0,1,2],"asr":0,"assess":0,"asset":[0,1,2],"assign":0,"assist":0,"associ":0,"assum":[0,1],"async":0,"async_cli":0,"async_client_arg":[0,1,2],"async_pag":1,"asyncag":0,"asyncbatch":0,"asynccach":0,"asyncchat":0,"asynccli":[0,1,2],"asyncclientarg":0,"asyncenviron":0,"asyncfil":0,"asyncfilesearchstor":0,"asyncgemininextgenag":[0,1,2],"asyncgemininextgencredenti":0,"asyncgemininextgenenviron":[0,1,2],"asyncgemininextgenenvironmentfil":0,"asyncgemininextgeninteract":[0,1,2],"asyncgemininextgentrigg":[0,1,2],"asyncgemininextgenvoic":0,"asyncgemininextgenwebhook":[0,1,2],"asynchron":0,"asyncinteract":0,"asyncio":1,"asynciter":0,"asyncl":[0,1,2],"asynclivemus":0,"asyncmodel":[0,1,2],"asyncoper":0,"asyncpag":0,"asyncsess":[0,1,2],"asyncstream":0,"asynctoken":[0,1,2],"asynctrigg":0,"asynctun":[0,1,2],"asyncwebhook":0,"attach":0,"attack":0,"attempt":[0,1,2],"attribut":0,"attrubit":0,"audienc":0,"audio":[0,1,2],"audio_bitrate_bp":[0,1,2],"audio_byt":0,"audio_chunk":[0,1,2],"audio_duration_second":[0,1,2],"audio_offset":[0,1,2],"audio_stream":0,"audio_stream_end":[0,1,2],"audio_timestamp":[0,1,2],"audio_track_extract":[0,1,2],"audio_transcript":[0,1,2],"audio_transcription_config":[0,1,2],"audiobitratebp":0,"audiochunk":[0,1,2],"audiochunkdict":[0,1,2],"audiodurationsecond":0,"audiooffset":0,"audioresponseformat":[0,1,2],"audioresponseformatdict":[0,1,2],"audiostreamend":0,"audiotimestamp":0,"audiotrackextract":0,"audiotranscript":0,"audiotranscriptionconfig":[0,1,2],"audiotranscriptionconfigdict":[0,1,2],"audiotranscriptionconfigmod":[0,1,2],"augment":0,"australia":0,"auth":0,"auth_config":[0,1,2],"auth_token":[0,1,2],"auth_typ":[0,1,2],"auth_type_unspecifi":[0,1,2],"authconfig":[0,1,2],"authconfigdict":[0,1,2],"authconfiggoogleserviceaccountconfig":[0,1,2],"authconfiggoogleserviceaccountconfigdict":[0,1,2],"authconfighttpbasicauthconfig":[0,1,2],"authconfighttpbasicauthconfigdict":[0,1,2],"authconfigoauthconfig":[0,1,2],"authconfigoauthconfigdict":[0,1,2],"authconfigoidcconfig":[0,1,2],"authconfigoidcconfigdict":[0,1,2],"authent":[0,1],"author":[0,1],"author_attribut":[0,1,2],"authorattribut":0,"authtoken":[0,1,2],"authtokendict":[0,1,2],"authtyp":[0,1,2],"auto":[0,1,2],"auto_mod":[0,1,2],"auto_trunc":[0,1,2],"autom":0,"automat":0,"automatic_activity_detect":[0,1,2],"automatic_function_cal":[0,1,2],"automatic_function_calling_histori":[0,1,2],"automaticactivitydetect":[0,1,2],"automaticactivitydetectiondict":[0,1,2],"automaticfunctioncal":0,"automaticfunctioncallingconfig":[0,1,2],"automaticfunctioncallingconfigdict":[0,1,2],"automaticfunctioncallinghistori":0,"automod":0,"autorat":0,"autorater_config":[0,1,2],"autorater_model":[0,1,2],"autorater_prompt":[0,1,2],"autorater_response_parse_config":[0,1,2],"autorater_scor":[0,1,2],"autoraterconfig":[0,1,2],"autoraterconfigdict":[0,1,2],"autoratermodel":0,"autoraterprompt":0,"autoraterresponseparseconfig":0,"autoraterscor":0,"autotrunc":0,"auxiliari":0,"avail":[0,1],"avatar":0,"avatar_config":[0,1,2],"avatar_nam":[0,1,2],"avatarconfig":[0,1,2],"avatarconfigdict":[0,1,2],"avatarnam":0,"averag":[0,1,2],"avg_logprob":[0,1,2],"avglogprob":0,"avoid":0,"await":[0,1],"awesom":0,"b":0,"b_flat_major_g_minor":[0,1,2],"b_major_a_flat_minor":[0,1,2],"back":[0,1],"backend":[0,1],"background":[0,1,2],"bad":1,"bagel":0,"bake":0,"balanc":[0,1,2],"bar":0,"barg":0,"base":0,"base64":0,"base64url":0,"base_ag":0,"base_environ":0,"base_model":[0,1,2],"base_step":[0,1,2],"base_teacher_model":[0,1,2],"base_url":[0,1,2],"base_url_resource_scop":[0,1,2],"baselin":[0,1,2],"baseline_response_field_nam":[0,1,2],"baselineresponsefieldnam":0,"basemodel":[0,1],"basemodul":0,"basestep":0,"baseteachermodel":0,"baseurl":0,"baseurlresourcescop":0,"basic":0,"bass":0,"batch":[0,2],"batch_job":[0,1,2],"batch_siz":[0,1,2],"batchjob":[0,1,2],"batchjobdestin":[0,1,2],"batchjobdestinationdict":[0,1,2],"batchjobdict":[0,1,2],"batchjoboutputinfo":[0,1,2],"batchjoboutputinfodict":[0,1,2],"batchjobsourc":[0,1,2],"batchjobsourcedict":[0,1,2],"batchsiz":0,"bb":0,"bcp":0,"bearer":1,"beat":0,"becaus":0,"becom":0,"been":0,"befor":[0,1],"begin":0,"begun":0,"behav":0,"behavior":[0,1,2],"behind":[0,1],"being":[0,1],"belong":0,"below":[0,1],"best":0,"beta":[0,1,2],"better":0,"between":[0,1],"beyond":0,"bia":0,"bias":0,"bidi":0,"bidigeneratecont":0,"bidigeneratecontentsetup":0,"biggest":0,"bigqueri":[0,1],"bigquery_destin":[0,1,2],"bigquery_output_t":[0,1,2],"bigquery_sourc":[0,1,2],"bigquery_uri":[0,1,2],"bigquerydestin":0,"bigqueryoutputt":0,"bigquerysourc":[0,1,2],"bigquerysourcedict":[0,1,2],"bigqueryuri":0,"bill":0,"billabl":0,"billable_character_count":[0,1,2],"billable_sum":[0,1,2],"billablecharactercount":0,"billablesum":0,"binari":0,"binary_color_threshold":[0,1,2],"binarycolorthreshold":0,"birthdai":0,"bit":0,"bit_rat":[0,1,2],"bitrat":0,"bleu":[0,1,2],"bleu_metric_valu":[0,1,2],"bleu_spec":[0,1,2],"bleumetricvalu":[0,1,2],"bleumetricvaluedict":[0,1,2],"bleuspec":[0,1,2],"bleuspecdict":[0,1,2],"blob":[0,1,2],"blob_id":0,"blobdict":[0,1,2],"block":[0,1,2],"block_high_and_abov":[0,1,2],"block_higher_and_abov":[0,1,2],"block_low_and_abov":[0,1,2],"block_medium_and_abov":[0,1,2],"block_non":[0,1,2],"block_only_extremely_high":[0,1,2],"block_only_high":[0,1,2],"block_prominent_peopl":[0,1,2],"block_reason":[0,1,2],"block_reason_messag":[0,1,2],"block_very_high_and_abov":[0,1,2],"blocked_reason_unspecifi":[0,1,2],"blockedreason":[0,1,2],"blocking_confid":[0,1,2],"blockingconfid":0,"blocklist":[0,1,2],"blockreason":0,"blockreasonmessag":0,"bloom":0,"blue":[0,1],"blueberri":0,"bodi":[0,2],"body_seg":[0,1,2],"bodyseg":0,"boldfac":0,"bool":0,"bool_valu":[0,1,2],"boolean":[0,1,2],"boolvalu":0,"boston":1,"both":[0,1],"bound":0,"bouquet":0,"bp":0,"bpm":[0,1,2],"bq":[0,1],"bqdatasetid":0,"bqtableid":0,"branch":0,"brass":1,"break":0,"breakdown":0,"bright":[0,1,2],"browser":0,"brush":0,"bucket":[0,1,2],"budget":0,"buffer":0,"build":0,"builder":0,"built":[0,1],"bullet":0,"bulli":0,"bypass":[0,1],"byte":[0,1],"c":0,"c_major_a_minor":[0,1,2],"ca":1,"cach":[0,2],"cache_tokens_detail":[0,1,2],"cached_cont":[0,1,2],"cached_content_token_count":[0,1,2],"cachedcont":[0,1,2],"cachedcontentdict":[0,1,2],"cachedcontenttokencount":0,"cachedcontentusagemetadata":[0,1,2],"cachedcontentusagemetadatadict":[0,1,2],"cachetokensdetail":0,"calcul":0,"calendar":0,"call":0,"callabl":0,"camel":0,"can":[0,1],"cancel":[0,1,2],"cancelbatchjobconfig":[0,1,2],"cancelbatchjobconfigdict":[0,1,2],"canceltuningjobconfig":[0,1,2],"canceltuningjobconfigdict":[0,1,2],"canceltuningjobrespons":[0,1,2],"canceltuningjobresponsedict":[0,1,2],"candid":[0,1,2],"candidate_count":[0,1,2],"candidate_response_field_nam":[0,1,2],"candidatecount":0,"candidatedict":[0,1,2],"candidateresponsefieldnam":0,"candidates_token_count":[0,1,2],"candidates_tokens_detail":[0,1,2],"candidatestokencount":0,"candidatestokensdetail":0,"cannot":0,"canon":1,"capabl":[0,1],"capac":0,"capit":[0,1],"card":0,"carri":0,"cartoon":1,"case":[0,1],"caseinsensitiveenum":0,"cat":[0,1],"cat_driv":1,"categori":[0,1,2],"caus":0,"caution":0,"celebr":0,"central1":[0,1],"central2":0,"certain":0,"chang":0,"char":0,"charact":0,"charg":0,"chat":[0,2],"check":[0,1],"checker":0,"checkpoint":[0,1,2],"checkpoint_id":[0,1,2],"checkpoint_interv":[0,1,2],"checkpointdict":[0,1,2],"checkpointid":0,"checkpointinterv":0,"child":0,"children":0,"chines":0,"choic":0,"choos":0,"chosen":0,"chosen_candid":[0,1,2],"chosencandid":0,"chunk":[0,1],"chunk_id":[0,1,2],"chunkid":0,"chunking_config":[0,1,2],"chunkingconfig":[0,1,2],"chunkingconfigdict":[0,1,2],"citat":[0,1,2],"citation_metadata":[0,1,2],"citationdict":[0,1,2],"citationmetadata":[0,1,2],"citationmetadatadict":[0,1,2],"citi":1,"civic":0,"claim":0,"class":[0,1],"classic":0,"classmethod":0,"clean":1,"cleanup":0,"clear":[0,1],"client":2,"client_arg":[0,1,2],"client_cont":[0,1,2],"client_mod":[0,1,2],"clientarg":0,"clientcont":0,"clientsess":[0,1],"clip":0,"clone":0,"close":[0,2],"closest":0,"cloud":[0,1],"cloud_run_reward_scor":[0,1,2],"cloud_run_uri":[0,1,2],"cloudrunrewardscor":0,"cloudrunuri":0,"cmek":0,"code":[0,1,2],"code_execut":[0,1,2],"code_execution_region":[0,1,2],"code_execution_result":[0,1,2],"code_execution_reward_scor":[0,1,2],"codeexecut":0,"codeexecutionregion":0,"codeexecutionresult":[0,1,2],"codeexecutionresultdict":[0,1,2],"codeexecutionrewardscor":0,"codepoint":0,"coher":0,"collect":[0,1,2],"colon":0,"color":0,"com":[0,1],"combin":0,"come":0,"command":1,"comment":[0,1,2],"commit":0,"common":[0,1],"commun":0,"communication_tool":[0,1,2],"compar":0,"compat":0,"complet":[0,1,2],"completed_epoch_count":[0,1,2],"completed_st":1,"completed_step_count":[0,1,2],"completedepochcount":0,"completedstepcount":0,"completion_stat":[0,1,2],"completionstat":[0,1,2],"completionstatsdict":[0,1,2],"compli":0,"complianc":0,"composit":[0,1],"composite_reward_config":[0,1,2],"compositereinforcementtuningrewardconfig":[0,1,2],"compositereinforcementtuningrewardconfigdict":[0,1,2],"compositereinforcementtuningrewardconfigweightedrewardconfig":[0,1,2],"compositereinforcementtuningrewardconfigweightedrewardconfigdict":[0,1,2],"compositerewardconfig":0,"compress":0,"compression_qu":[0,1,2],"compressionqu":0,"compromis":0,"comput":0,"computation_based_metric_spec":[0,1,2],"computation_based_metric_type_unspecifi":[0,1,2],"computationbasedmetricspec":[0,1,2],"computationbasedmetricspecdict":[0,1,2],"computationbasedmetrictyp":[0,1,2],"compute_token":[0,1,2],"computer_us":[0,1,2],"computerout":0,"computerus":[0,1,2],"computerusedict":[0,1,2],"computetokensconfig":[0,1,2],"computetokensconfigdict":[0,1,2],"computetokensrequest":0,"computetokensrespons":[0,1,2],"computetokensresponsedict":[0,1,2],"computetokensresult":[0,1,2],"computetokensresultdict":[0,1,2],"concaten":0,"concis":0,"concise_anss":0,"concise_answ":0,"conduct":0,"confid":0,"confidence_scor":[0,1,2],"confidence_threshold":[0,1,2],"confidencescor":0,"confidencethreshold":0,"config":[0,2],"configur":[0,1],"conflict":0,"conform":0,"connect":[0,1,2],"consecut":[0,1],"consent":0,"consent_audio":[0,1,2],"consentaudio":0,"consid":[0,1],"consist":0,"consol":1,"const":0,"constitut":0,"constrain":0,"construct":0,"consum":0,"consumpt":0,"contain":[0,1],"content":[0,2],"content_typ":[0,1,2],"contentdict":[0,1,2],"contentembed":[0,1,2],"contentembeddingdict":[0,1,2],"contentembeddingstatist":[0,1,2],"contentembeddingstatisticsdict":[0,1,2],"contentreferenceimag":[0,1,2],"contentreferenceimagedict":[0,1,2],"contents_per_example_distribut":[0,1,2],"contentsperexampledistribut":0,"contenttyp":0,"contentunion":1,"context":0,"context_window_compress":[0,1,2],"contextu":0,"contextwindowcompress":0,"contextwindowcompressionconfig":[0,1,2],"contextwindowcompressionconfigdict":[0,1,2],"contin":1,"continu":0,"contribut":0,"control":[0,1],"control_image_config":[0,1,2],"control_reference_config":0,"control_typ":[0,1,2],"control_type_canni":[0,1,2],"control_type_default":[0,1,2],"control_type_face_mesh":[0,1,2],"control_type_scribbl":[0,1,2],"controlimageconfig":0,"controlreferenceconfig":[0,1,2],"controlreferenceconfigdict":[0,1,2],"controlreferenceimag":[0,1,2],"controlreferenceimagedict":[0,1,2],"controlreferencetyp":[0,1,2],"controltyp":0,"convei":0,"conveni":0,"convers":[0,1],"convert":[0,1],"cooki":[0,1],"copi":0,"core":0,"corpora":0,"corpu":0,"correct":0,"correct_answer_reward":[0,1,2],"correctanswerreward":0,"correctli":0,"correl":0,"correspond":0,"cost":0,"could":[0,1],"count":[0,2],"count_token":[0,1,2],"counter":0,"countri":0,"countryinfo":1,"counttokensconfig":[0,1,2],"counttokensconfigdict":[0,1,2],"counttokensrespons":[0,1,2],"counttokensresponsedict":[0,1,2],"counttokensresult":[0,1,2],"counttokensresultdict":[0,1,2],"cover":0,"cp":1,"creat":[0,2],"create_environ":[0,1,2],"create_tim":[0,1,2],"createauthtokenconfig":[0,1,2],"createauthtokenconfigdict":[0,1,2],"createauthtokenparamet":[0,1,2],"createauthtokenparametersdict":[0,1,2],"createbatchjobconfig":[0,1,2],"createbatchjobconfigdict":[0,1,2],"createcachedcontentconfig":[0,1,2],"createcachedcontentconfigdict":[0,1,2],"createembeddingsbatchjobconfig":[0,1,2],"createembeddingsbatchjobconfigdict":[0,1,2],"createfileconfig":[0,1,2],"createfileconfigdict":[0,1,2],"createfilerespons":[0,1,2],"createfileresponsedict":[0,1,2],"createfilesearchstoreconfig":[0,1,2],"createfilesearchstoreconfigdict":[0,1,2],"createtim":0,"createtuningjobconfig":[0,1,2],"createtuningjobconfigdict":[0,1,2],"createtuningjobparamet":[0,1,2],"createtuningjobparametersdict":[0,1,2],"creation":0,"creativ":0,"credenti":[0,1,2],"credential_secret":[0,1,2],"credentialsecret":0,"credit":0,"critiqu":0,"cron":0,"crop":[0,1,2],"crypto":1,"crypto_kei":0,"cryptokei":0,"cumul":0,"current":[0,1],"custom":0,"custom_base_model":[0,1,2],"custom_code_execution_result":[0,1,2],"custom_code_execution_spec":[0,1,2],"custom_code_parser_config":[0,1,2],"custom_config":[0,1,2],"custom_funct":[0,1,2],"custom_metadata":[0,1,2],"custom_output":[0,1,2],"custom_output_format_config":[0,1,2],"custom_vocabulari":[0,1,2],"custombasemodel":0,"customcodeexecutionresult":[0,1,2],"customcodeexecutionresultdict":[0,1,2],"customcodeexecutionspec":[0,1,2],"customcodeexecutionspecdict":[0,1,2],"customcodeparserconfig":0,"customconfig":0,"customfunct":0,"customized_avatar":[0,1,2],"customizedavatar":[0,1,2],"customizedavatardict":[0,1,2],"custommetadata":[0,1,2],"custommetadatadict":[0,1,2],"customoutput":[0,1,2],"customoutputdict":[0,1,2],"customoutputformatconfig":[0,1,2],"customoutputformatconfigdict":[0,1,2],"customvocabulari":0,"cut":0,"cyclic":0,"d":[0,1],"d_flat_major_b_flat_minor":[0,1,2],"d_major_b_minor":[0,1,2],"dai":[0,1,2],"danger":0,"dash":0,"data":[0,1,2],"data_modif":[0,1,2],"data_stor":[0,1,2],"data_store_spec":[0,1,2],"dataitem":0,"dataset":[0,1,2],"datasetdistribut":[0,1,2],"datasetdistributiondict":[0,1,2],"datasetdistributiondistributionbucket":[0,1,2],"datasetdistributiondistributionbucketdict":[0,1,2],"datasetstat":[0,1,2],"datasetstatsdict":[0,1,2],"datasset":0,"datastor":[0,1,2],"datastorespec":0,"datatrack":0,"datatyp":0,"date":0,"datetim":[0,1],"db":0,"debug":0,"debug_config":[0,1,2],"debugconfig":[0,1,2],"decid":0,"decim":0,"declar":0,"decod":0,"dedic":0,"def":[0,1,2],"default":[0,1,2],"default_checkpoint_id":[0,1,2],"defaultcheckpointid":0,"defin":[0,1],"definit":0,"degre":0,"delai":0,"delet":[0,2],"delete_environ":[0,1,2],"delete_job":1,"deletebatchjobconfig":[0,1,2],"deletebatchjobconfigdict":[0,1,2],"deletecachedcontentconfig":[0,1,2],"deletecachedcontentconfigdict":[0,1,2],"deletecachedcontentrespons":[0,1,2],"deletecachedcontentresponsedict":[0,1,2],"deletedocumentconfig":[0,1,2],"deletedocumentconfigdict":[0,1,2],"deletefileconfig":[0,1,2],"deletefileconfigdict":[0,1,2],"deletefilerespons":[0,1,2],"deletefileresponsedict":[0,1,2],"deletefilesearchstoreconfig":[0,1,2],"deletefilesearchstoreconfigdict":[0,1,2],"deletemodelconfig":[0,1,2],"deletemodelconfigdict":[0,1,2],"deletemodelrespons":[0,1,2],"deletemodelresponsedict":[0,1,2],"deleteresourcejob":[0,1,2],"deleteresourcejobdict":[0,1,2],"deliv":0,"deliveri":[0,1,2],"delivery_unspecifi":[0,1,2],"dens":0,"densiti":[0,1,2],"depend":[0,1],"deploi":0,"deployed_model_id":[0,1,2],"deployedmodelid":0,"deprec":[0,1,2],"depth":0,"deriv":0,"descend":0,"describ":0,"descript":[0,1,2],"design":0,"desktop":0,"dest":[0,1,2],"destin":[0,1],"detail":[0,1,2],"detect":0,"determin":0,"determinist":[0,1],"dev":[0,1],"develop":0,"deviat":0,"diariz":[0,1,2],"dict":0,"dictionari":[0,1],"did":0,"differ":[0,1],"digit":0,"dilat":0,"dimens":0,"direct":0,"directli":[0,1],"directori":0,"disabl":[0,2],"disable_attribut":[0,1,2],"disableattribut":0,"disabled_safety_polici":[0,1,2],"disabledsafetypolici":0,"disallow":0,"disconnect":0,"discourag":0,"discoveryengin":0,"disfluenc":0,"displai":[0,1],"display_nam":[0,1,2],"displaynam":0,"distanc":0,"distance_met":[0,1,2],"distancemet":0,"distil":[0,1,2],"distillation_data_stat":[0,1,2],"distillation_sampling_spec":[0,1,2],"distillation_spec":[0,1,2],"distillationdatastat":[0,1,2],"distillationdatastatsdict":[0,1,2],"distillationhyperparamet":[0,1,2],"distillationhyperparametersdict":[0,1,2],"distillationsamplingspec":[0,1,2],"distillationsamplingspecdict":[0,1,2],"distillationspec":[0,1,2],"distillationspecdict":[0,1,2],"distinguish":0,"distribut":0,"diverg":0,"divers":[0,1,2],"do":[0,1],"doc":[0,1],"docstr":0,"document":[0,1,2],"document_nam":[0,1,2],"document_ocr":[0,1,2],"documentdict":[0,1,2],"documentnam":0,"documentocr":0,"documentst":[0,1,2],"doe":0,"doesn":0,"dog":0,"domain":[0,1,2],"don":[0,1],"done":[0,1,2],"dont_allow":[0,1,2],"dot":0,"doubl":0,"down":0,"download":[0,1],"download_uri":[0,1,2],"downloadfileconfig":[0,1,2],"downloadfileconfigdict":[0,1,2],"downloadmediaconfig":[0,1,2],"downloadmediaconfigdict":[0,1,2],"downloaduri":0,"draft":0,"dri":0,"drive":[0,1],"driven":0,"drop":0,"dropped_example_indic":[0,1,2],"dropped_example_reason":[0,1,2],"droppedexampleindic":0,"droppedexamplereason":0,"drum":0,"due":0,"dump":0,"duplic":1,"durat":[0,1,2],"duration_second":[0,1,2],"durationsecond":0,"dure":0,"dynam":0,"dynamic_retrieval_config":[0,1,2],"dynamic_threshold":[0,1,2],"dynamicretrievalconfig":[0,1,2],"dynamicretrievalconfigdict":[0,1,2],"dynamicretrievalconfigmod":[0,1,2],"dynamicthreshold":0,"e":[0,1,2],"e_flat_major_c_minor":[0,1,2],"e_major_d_flat_minor":[0,1,2],"each":[0,1],"earlier":0,"east":0,"east1":0,"east2":0,"east4":0,"eb":0,"echo":0,"echo_target_languag":[0,1,2],"echotargetlanguag":0,"edit":0,"edit_imag":[0,1,2],"edit_mod":[0,1,2],"edit_mode_bgswap":[0,1,2],"edit_mode_controlled_edit":[0,1,2],"edit_mode_default":[0,1,2],"edit_mode_inpaint_insert":[0,1,2],"edit_mode_inpaint_remov":[0,1,2],"edit_mode_outpaint":[0,1,2],"edit_mode_product_imag":[0,1,2],"edit_mode_styl":[0,1,2],"editimageconfig":[0,1,2],"editimageconfigdict":[0,1,2],"editimagerespons":[0,1,2],"editimageresponsedict":[0,1,2],"editmod":[0,1,2],"effect":0,"effici":0,"effort":0,"either":[0,1],"elast":0,"elastic_search":[0,1,2],"elastic_search_param":[0,1,2],"elasticsearch":0,"elasticsearchparam":0,"elect":0,"eleg":0,"element":0,"elif":0,"elimin":0,"els":[0,1],"elsewher":0,"email":0,"emb":0,"embed":[0,1,2],"embed_cont":[0,1,2],"embedcont":0,"embedcontentbatch":[0,1,2],"embedcontentbatchdict":[0,1,2],"embedcontentconfig":[0,1,2],"embedcontentconfigdict":[0,1,2],"embedcontentmetadata":[0,1,2],"embedcontentmetadatadict":[0,1,2],"embedcontentparamet":[0,1,2],"embedcontentparametersdict":[0,1,2],"embedcontentrespons":[0,1,2],"embedcontentresponsedict":[0,1,2],"embedding_model":[0,1,2],"embeddingapityp":[0,1,2],"embeddingmodel":0,"embeddingsbatchjobsourc":[0,1,2],"embeddingsbatchjobsourcedict":[0,1,2],"emot":0,"empathet":0,"empti":0,"en":[0,1,2],"enabl":0,"enable_affective_dialog":[0,1,2],"enable_control_image_comput":[0,1,2],"enable_data_retent":[0,1,2],"enable_enhanced_civic_answ":[0,1,2],"enable_prompt_injection_detect":[0,1,2],"enable_widget":[0,1,2],"enable_zero_data_retent":[0,1,2],"enableaffectivedialog":0,"enablecontrolimagecomput":0,"enabledataretent":0,"enableenhancedcivicansw":0,"enablepromptinjectiondetect":0,"enablewidget":0,"enablezerodataretent":0,"encapsul":0,"encod":0,"encoded_polylin":[0,1,2],"encodedpolylin":0,"encount":0,"encourag":0,"encrypt":0,"encryption_spec":[0,1,2],"encryptionspec":[0,1,2],"encryptionspecdict":[0,1,2],"end":[0,1],"end_index":[0,1,2],"end_of_speech_sensit":[0,1,2],"end_of_turn":0,"end_offset":[0,1,2],"end_sensitivity_high":[0,1,2],"end_sensitivity_low":[0,1,2],"end_sensitivity_unspecifi":[0,1,2],"end_tim":[0,1,2],"endian":0,"endindex":0,"endoffset":0,"endofspeechsensit":0,"endpoint":[0,1,2],"endpointdict":[0,1,2],"endsensit":[0,1,2],"endtim":0,"enforc":0,"engag":1,"engin":[0,1,2],"english":0,"enhanc":0,"enhance_input_imag":[0,1,2],"enhance_prompt":[0,1,2],"enhanced_prompt":[0,1,2],"enhancedprompt":0,"enhanceinputimag":0,"enhanceprompt":0,"enjoi":0,"enough":0,"ensur":[0,1],"enter":0,"enterpris":[0,1,2],"enterprise_web_search":[0,1,2],"enterprisewebsearch":[0,1,2],"enterprisewebsearchdict":[0,1,2],"entir":0,"entiti":0,"entitylabel":[0,1,2],"entitylabeldict":[0,1,2],"entri":0,"enum":[0,2],"enumer":0,"env":[0,1],"environ":[0,1,2],"environment_brows":[0,1,2],"environment_desktop":[0,1,2],"environment_id":0,"environment_mobil":[0,1,2],"environment_unspecifi":[0,1,2],"ephemer":0,"epoch":[0,1,2],"epoch_count":[0,1,2],"epochcount":0,"equal":0,"equival":0,"error":[0,2],"error_statu":[0,1,2],"errorev":0,"errorstatu":0,"essenti":[0,1],"etc":0,"europ":0,"evalu":0,"evaluate_dataset_respons":[0,1,2],"evaluate_dataset_run":[0,1,2],"evaluate_interv":[0,1,2],"evaluatedatasetrespons":[0,1,2],"evaluatedatasetresponsedict":[0,1,2],"evaluatedatasetrun":[0,1,2],"evaluatedatasetrundict":[0,1,2],"evaluateinterv":0,"evaluation_config":[0,1,2],"evaluation_funct":[0,1,2],"evaluation_run":[0,1,2],"evaluation_run_id":0,"evaluationconfig":[0,1,2],"evaluationconfigdict":[0,1,2],"evaluationdataset":[0,1,2],"evaluationdatasetdict":[0,1,2],"evaluationfunct":0,"evaluationinst":0,"evaluationparserconfig":[0,1,2],"evaluationparserconfigcustomcodeparserconfig":[0,1,2],"evaluationparserconfigcustomcodeparserconfigdict":[0,1,2],"evaluationparserconfigdict":[0,1,2],"evaluationrun":0,"evaluationservic":0,"evel":0,"even":0,"event":[0,1],"event_id":0,"everi":0,"everlast":0,"evid":0,"ex":0,"exa":0,"exa_ai_search":[0,1,2],"exaaisearch":0,"exact":0,"exact_match":[0,1,2],"exact_match_metric_valu":[0,1,2],"exact_match_scor":[0,1,2],"exactli":0,"exactmatchmetricvalu":[0,1,2],"exactmatchmetricvaluedict":[0,1,2],"exactmatchscor":0,"exampl":[0,1,2],"exce":[0,1],"except":[0,1],"exception_if_mldev":[0,1,2],"exception_if_vertex":[0,1,2],"exceptionifmldev":0,"exceptionifvertex":0,"excerpt":0,"excess":0,"exchang":0,"exclud":0,"exclude_domain":[0,1,2],"excluded_predefined_funct":[0,1,2],"excludedomain":0,"excludedpredefinedfunct":0,"exclus":0,"execut":[0,1],"executable_cod":[0,1,2],"executablecod":[0,1,2],"executablecodedict":[0,1,2],"executeextensionrequest":0,"execution_timeout_second":0,"exist":0,"exit":[0,1],"exp":0,"exp_bas":[0,1,2],"expbas":0,"expect":[0,1],"expens":0,"experi":[0,1,2],"experiment":[0,2],"expir":0,"expiration_tim":[0,1,2],"expirationtim":0,"expire_tim":[0,1,2],"expiretim":0,"explain":[0,1],"explan":[0,1,2],"explicit":0,"explicit_vad_sign":[0,1,2],"explicitli":[0,1],"explicitvadsign":0,"explor":0,"export":[0,1],"export_last_checkpoint_onli":[0,1,2],"exportlastcheckpointonli":0,"expos":[0,1],"express":[0,1,2],"extend":0,"extens":[0,1],"extern":0,"external_api":[0,1,2],"externalapi":[0,1,2],"externalapidict":[0,1,2],"externalapielasticsearchparam":[0,1,2],"externalapielasticsearchparamsdict":[0,1,2],"externalapisimplesearchparam":[0,1,2],"externalapisimplesearchparamsdict":[0,1,2],"extra":0,"extra_bodi":[0,1,2],"extra_head":0,"extra_queri":0,"extrabodi":0,"extract":0,"extrem":0,"f":[0,1],"f_major_d_minor":[0,1,2],"face":0,"facebook":0,"facilit":0,"factor":0,"factual":0,"fail":[0,1,2],"failed_count":[0,1,2],"failed_documents_count":[0,1,2],"failed_precondit":0,"failedcount":0,"faileddocumentscount":0,"failur":0,"fallback":0,"fals":[0,1],"fashion":0,"fast":[0,1,2],"favorit":0,"featur":[0,1],"feature_selection_prefer":[0,1,2],"feature_selection_preference_unspecifi":[0,1,2],"featureselectionprefer":[0,1,2],"fetch":0,"fetch_polici":0,"fetchpredictoperationconfig":[0,1,2],"fetchpredictoperationconfigdict":[0,1,2],"few":[0,1],"fewer":0,"field":[0,1],"field_nam":0,"fieldinfo":0,"file":[0,2],"file1":1,"file2":1,"file3":1,"file_data":[0,1,2],"file_id":[0,1,2],"file_info":1,"file_nam":[0,1,2],"file_path":0,"file_search":[0,1,2],"file_search_stor":[0,1,2],"file_search_store_id":0,"file_search_store_nam":[0,1,2],"file_uri":[0,1,2],"filedata":[0,1,2],"filedatadict":[0,1,2],"filedict":[0,1,2],"fileid":0,"filenam":0,"filesearch":[0,1,2],"filesearchdict":[0,1,2],"filesearchstor":[0,1,2],"filesearchstoredict":[0,1,2],"filesearchstorenam":0,"filesourc":[0,1,2],"filest":[0,1,2],"filestatu":[0,1,2],"filestatusdict":[0,1,2],"fileuri":0,"fill":0,"filler":0,"filter":[0,1,2],"filtered_prompt":[0,1,2],"filtered_reason":[0,1,2],"filteredprompt":0,"filteredreason":0,"final":0,"financi":0,"financial_transact":[0,1,2],"find":0,"fine":[0,1],"finer":0,"finish":[0,1,2],"finish_messag":[0,1,2],"finish_reason":[0,1,2],"finish_reason_unspecifi":[0,1,2],"finishmessag":0,"finishreason":[0,1,2],"first":0,"first_pag":[0,1,2],"firstpag":0,"fit":0,"fix":[0,1],"flag":0,"flag_content_uri":[0,1,2],"flagcontenturi":0,"flash":[0,1],"flat":0,"flex":[0,1,2],"flip":0,"flip_en":[0,1,2],"flipen":0,"float":0,"floral":0,"flow":0,"flower":0,"fluenci":0,"fluent":0,"fly":1,"focus":0,"follow":[0,1],"foo":0,"forbidden":0,"forc":[0,1,2],"forecast":0,"foreground":[0,1,2],"fork":0,"form":0,"formal":1,"format":[0,1,2],"four":0,"fp":[0,1,2],"fr":0,"fraction":0,"frame":[0,1],"franc":0,"francisco":1,"french":0,"frequenc":0,"frequency_penalti":[0,1,2],"frequencypenalti":0,"freshli":0,"from":[0,1],"from_api_respons":[0,1,2],"from_byt":[0,1,2],"from_cal":[0,1,2],"from_callable_with_api_opt":[0,1,2],"from_code_execution_result":[0,1,2],"from_environ":0,"from_executable_cod":[0,1,2],"from_fil":[0,1,2],"from_function_cal":[0,1,2],"from_function_respons":[0,1,2],"from_json_schema":[0,1,2],"from_mcp_respons":[0,1,2],"from_text":[0,1,2],"from_uri":[0,1,2],"frustrat":0,"full":0,"full_fine_tuning_spec":[0,1,2],"fullfinetuningspec":[0,1,2],"fullfinetuningspecdict":[0,1,2],"fulli":0,"function":0,"function_cal":[0,1,2],"function_call_cont":1,"function_call_part":1,"function_calling_config":[0,1,2],"function_declar":[0,1,2],"function_respons":[0,1,2],"function_response_cont":1,"function_response_part":1,"function_result":1,"functioncal":[0,1,2],"functioncalldict":[0,1,2],"functioncallingconfig":[0,1,2],"functioncallingconfigdict":[0,1,2],"functioncallingconfigmod":[0,1,2],"functiondeclar":[0,1,2],"functiondeclarationdict":[0,1,2],"functionrespons":[0,1,2],"functionresponseblob":[0,1,2],"functionresponseblobdict":[0,1,2],"functionresponsedict":[0,1,2],"functionresponsefiledata":[0,1,2],"functionresponsefiledatadict":[0,1,2],"functionresponsepart":[0,1,2],"functionresponsepartdict":[0,1,2],"functionresponseschedul":[0,1,2],"further":0,"futur":0,"g":[0,1],"g_flat_major_e_flat_minor":[0,1,2],"g_major_e_minor":[0,1,2],"gao":[1,2],"gap":0,"gatewai":1,"gb":0,"gc":[0,1],"gcloud":1,"gcp":0,"gcs_destin":[0,1,2],"gcs_output_directori":[0,1,2],"gcs_sourc":[0,1,2],"gcs_uri":[0,1,2],"gcsdestin":[0,1,2],"gcsdestinationdict":[0,1,2],"gcsoutputdirectori":0,"gcssourc":[0,1,2],"gcssourcedict":[0,1,2],"gcsuri":0,"gdp":1,"gemini":0,"gemini_api":0,"gemini_api_kei":1,"geminiapi":[0,1],"gemininextgenag":[0,1,2],"gemininextgencredenti":0,"gemininextgenenviron":[0,1,2],"gemininextgenenvironmentfil":0,"gemininextgeninteract":[0,1,2],"gemininextgentrigg":[0,1,2],"gemininextgenvoic":0,"gemininextgenwebhook":[0,1,2],"geminipreferenceexampl":[0,1,2],"geminipreferenceexamplecomplet":[0,1,2],"geminipreferenceexamplecompletiondict":[0,1,2],"geminipreferenceexampledict":[0,1,2],"gemma":0,"genai":[1,2],"genaierror":0,"genaituningservic":0,"gener":[0,2],"generate_audio":[0,1,2],"generate_cont":[0,2],"generate_content_stream":[0,1,2],"generate_imag":[0,1,2],"generate_video":[0,1,2],"generateaudio":0,"generatecont":0,"generatecontentconfig":[0,1,2],"generatecontentconfigdict":[0,1,2],"generatecontentrequest":0,"generatecontentrespons":[0,1,2],"generatecontentresponsedict":[0,1,2],"generatecontentresponsepromptfeedback":[0,1,2],"generatecontentresponsepromptfeedbackdict":[0,1,2],"generatecontentresponseusagemetadata":[0,1,2],"generatecontentresponseusagemetadatadict":[0,1,2],"generated_audio_safeti":[0,1,2],"generated_content_blocklist":[0,1,2],"generated_content_prohibit":[0,1,2],"generated_content_safeti":[0,1,2],"generated_imag":[0,1,2],"generated_image_celebr":[0,1,2],"generated_image_identifiable_peopl":[0,1,2],"generated_image_minor":[0,1,2],"generated_image_prohibit":[0,1,2],"generated_image_prominent_people_detected_by_rewrit":[0,1,2],"generated_image_safeti":[0,1,2],"generated_mask":[0,1,2],"generated_oth":[0,1,2],"generated_video":[0,1,2],"generated_video_safeti":[0,1,2],"generatedcont":0,"generatedimag":[0,1,2],"generatedimagedict":[0,1,2],"generatedimagemask":[0,1,2],"generatedimagemaskdict":[0,1,2],"generatedmask":0,"generatedvideo":[0,1,2],"generatedvideodict":[0,1,2],"generateimagesconfig":[0,1,2],"generateimagesconfigdict":[0,1,2],"generateimagesrespons":[0,1,2],"generateimagesresponsedict":[0,1,2],"generatevideosconfig":[0,1,2],"generatevideosconfigdict":[0,1,2],"generatevideosoper":[0,1,2],"generatevideosrespons":[0,1,2],"generatevideosresponsedict":[0,1,2],"generatevideossourc":[0,1,2],"generatevideossourcedict":[0,1,2],"generation_complet":[0,1,2],"generation_config":[0,1,2],"generationcomplet":0,"generationconfig":[0,1,2],"generationconfigdict":[0,1,2],"generationconfigroutingconfig":[0,1,2],"generationconfigroutingconfigautoroutingmod":[0,1,2],"generationconfigroutingconfigautoroutingmodedict":[0,1,2],"generationconfigroutingconfigdict":[0,1,2],"generationconfigroutingconfigmanualroutingmod":[0,1,2],"generationconfigroutingconfigmanualroutingmodedict":[0,1,2],"generationconfigthinkingconfig":[0,1,2],"generationconfigthinkingconfigdict":[0,1,2],"generativeai":[0,1],"genericalia":0,"geospati":0,"get":[0,2],"get_current_weath":1,"get_environ":[0,1,2],"get_environment_fil":[],"get_weather_by_loc":1,"getaccesstoken":0,"getbatchjobconfig":[0,1,2],"getbatchjobconfigdict":[0,1,2],"getcachedcontentconfig":[0,1,2],"getcachedcontentconfigdict":[0,1,2],"getdocumentconfig":[0,1,2],"getdocumentconfigdict":[0,1,2],"getfileconfig":[0,1,2],"getfileconfigdict":[0,1,2],"getfilesearchstoreconfig":[0,1,2],"getfilesearchstoreconfigdict":[0,1,2],"getmodelconfig":[0,1,2],"getmodelconfigdict":[0,1,2],"getopenidtoken":0,"getoperationconfig":[0,1,2],"getoperationconfigdict":[0,1,2],"getproxi":1,"getter":1,"gettuningjobconfig":[0,1,2],"gettuningjobconfigdict":[0,1,2],"github":[0,1],"give":1,"given":[0,1],"gl":0,"gmail":0,"go":0,"go_awai":[0,1,2],"goawai":0,"goe":0,"goo":0,"good":0,"googl":0,"google_api_kei":[0,1],"google_cloud_loc":[0,1],"google_cloud_project":[0,1],"google_genai":0,"google_genai_use_enterpris":[0,1],"google_map":[0,1,2],"google_maps_uri":[0,1,2],"google_maps_widget_context_token":[0,1,2],"google_search":[0,1,2],"google_search_dynamic_retrieval_scor":[0,1,2],"google_search_imag":[0,1,2],"google_search_retriev":[0,1,2],"google_search_web":[0,1,2],"google_service_account_auth":[0,1,2],"google_service_account_config":[0,1,2],"googleapi":[0,1],"googlemap":[0,1,2],"googlemapsdict":[0,1,2],"googlemapsgroundingtyp":[0,1,2],"googlemapsgroundingtypesdict":[0,1,2],"googlemapsplac":[0,1,2],"googlemapsplacesdict":[0,1,2],"googlemapsrout":[0,1,2],"googlemapsroutingdict":[0,1,2],"googlemapsuri":0,"googlemapswidgetcontexttoken":0,"googlerpcstatu":[0,1,2],"googlerpcstatusdict":[0,1,2],"googlesearch":[0,1,2],"googlesearchdict":[0,1,2],"googlesearchdynamicretrievalscor":0,"googlesearchretriev":[0,1,2],"googlesearchretrievaldict":[0,1,2],"googleserviceaccountconfig":0,"googlesql":0,"googletyped":[0,1,2],"googletypedatedict":[0,1,2],"grammat":0,"grant":0,"greater":0,"green":0,"gregorian":0,"ground":0,"grounding_chunk":[0,1,2],"grounding_chunk_indic":[0,1,2],"grounding_metadata":[0,1,2],"grounding_support":[0,1,2],"grounding_typ":[0,1,2],"groundingchunk":[0,1,2],"groundingchunkcustommetadata":[0,1,2],"groundingchunkcustommetadatadict":[0,1,2],"groundingchunkdict":[0,1,2],"groundingchunkimag":[0,1,2],"groundingchunkimagedict":[0,1,2],"groundingchunkindic":0,"groundingchunkmap":[0,1,2],"groundingchunkmapsdict":[0,1,2],"groundingchunkmapsplaceanswersourc":[0,1,2],"groundingchunkmapsplaceanswersourcesauthorattribut":[0,1,2],"groundingchunkmapsplaceanswersourcesauthorattributiondict":[0,1,2],"groundingchunkmapsplaceanswersourcesdict":[0,1,2],"groundingchunkmapsplaceanswersourcesreviewsnippet":[0,1,2],"groundingchunkmapsplaceanswersourcesreviewsnippetdict":[0,1,2],"groundingchunkmapsrout":[0,1,2],"groundingchunkmapsroutedict":[0,1,2],"groundingchunkretrievedcontext":[0,1,2],"groundingchunkretrievedcontextdict":[0,1,2],"groundingchunkstringlist":[0,1,2],"groundingchunkstringlistdict":[0,1,2],"groundingchunkweb":[0,1,2],"groundingchunkwebdict":[0,1,2],"groundingfact":0,"groundingmetadata":[0,1,2],"groundingmetadatadict":[0,1,2],"groundingmetadatasourceflagginguri":[0,1,2],"groundingmetadatasourceflagginguridict":[0,1,2],"groundingsupport":[0,1,2],"groundingsupportdict":[0,1,2],"groundingtyp":0,"group":[0,1],"grpc":0,"gserviceaccount":0,"guarante":0,"guess_typ":1,"guid":0,"guidanc":[0,1,2],"guidance_scal":[0,1,2],"guidancescal":0,"ha":0,"had":0,"half":0,"hallucin":0,"handl":[0,2],"happen":0,"harass":0,"hardwar":0,"harm":0,"harm_block_method_unspecifi":[0,1,2],"harm_block_threshold_unspecifi":[0,1,2],"harm_category_civic_integr":[0,1,2],"harm_category_dangerous_cont":[0,1,2],"harm_category_harass":[0,1,2],"harm_category_hate_speech":[0,1,2],"harm_category_image_dangerous_cont":[0,1,2],"harm_category_image_h":[0,1,2],"harm_category_image_harass":[0,1,2],"harm_category_image_sexually_explicit":[0,1,2],"harm_category_jailbreak":[0,1,2],"harm_category_sexually_explicit":[0,1,2],"harm_category_unspecifi":[0,1,2],"harm_probability_unspecifi":[0,1,2],"harm_severity_high":[0,1,2],"harm_severity_low":[0,1,2],"harm_severity_medium":[0,1,2],"harm_severity_neglig":[0,1,2],"harm_severity_unspecifi":[0,1,2],"harmblockmethod":[0,1,2],"harmblockthreshold":[0,1,2],"harmcategori":[0,1,2],"harmprob":[0,1,2],"harmsever":[0,1,2],"has_end":[0,1,2],"has_succeed":[0,1,2],"has_union":[0,1,2],"hash":0,"hasunion":0,"hate":0,"hatr":0,"have":[0,1],"header":[0,1,2],"hello":[0,1],"help":0,"here":0,"hertz":0,"hi":[0,1,2],"hierarchi":0,"high":[0,1,2],"higher":0,"highest":0,"hindi":0,"hint":0,"histogram":0,"histori":0,"history_config":[0,1,2],"historyconfig":[0,1,2],"historyconfigdict":[0,1,2],"hit":0,"hold":0,"hologram":[0,1],"host":1,"hour":0,"how":0,"howev":[0,1],"html":0,"http":[0,1],"http_basic_auth":[0,1,2],"http_basic_auth_config":[0,1,2],"http_element_loc":[0,1,2],"http_in_bodi":[0,1,2],"http_in_cooki":[0,1,2],"http_in_head":[0,1,2],"http_in_path":[0,1,2],"http_in_queri":[0,1,2],"http_in_unspecifi":[0,1,2],"http_option":[0,1,2],"http_status_cod":[0,1,2],"httpbasicauthconfig":0,"httpelementloc":[0,1,2],"httpoption":[0,1,2],"httpoptionsdict":[0,1,2],"httprespons":[0,1,2],"httpresponsedict":[0,1,2],"httpretryopt":[0,1,2],"httpretryoptionsdict":[0,1,2],"https_proxi":1,"httpstatuscod":0,"httpx":[0,1],"httpx2":0,"httpx_async_cli":[0,1,2],"httpx_client":[0,1,2],"httpxasynccli":0,"httpxclient":0,"human":0,"hybrid":0,"hybrid_search":[0,1,2],"hybridsearch":0,"hyper":0,"hyper_paramet":[0,1,2],"hyperparamet":[0,1,2],"i":[0,1],"iam":0,"iana":0,"id":[0,1,2],"id_token":[0,1,2],"ident":[0,1,2],"identifi":0,"idl":[0,1,2],"idtoken":0,"ietf":0,"ignor":0,"ignore_call_histori":[0,1,2],"ignore_kei":[0,1,2],"ignorecallhistori":0,"ignorekei":0,"imag":[0,2],"image1_file_path":0,"image2_file_path":0,"image_byt":[0,1,2],"image_config":[0,1,2],"image_count":[0,1,2],"image_data":[0,1,2],"image_file_path":0,"image_mime_typ":[0,1,2],"image_oth":[0,1,2],"image_output_opt":[0,1,2],"image_preservation_factor":[0,1,2],"image_prohibited_cont":[0,1,2],"image_prohibited_input_cont":[0,1,2],"image_recit":[0,1,2],"image_s":[0,1,2],"image_safeti":[0,1,2],"image_search":[0,1,2],"image_search_queri":[0,1,2],"image_size_five_twelv":[0,1,2],"image_size_four_k":[0,1,2],"image_size_one_k":[0,1,2],"image_size_two_k":[0,1,2],"image_size_unspecifi":[0,1,2],"image_uri":[0,1,2],"imagebyt":0,"imageconfig":[0,1,2],"imageconfigdict":[0,1,2],"imageconfigimageoutputopt":[0,1,2],"imageconfigimageoutputoptionsdict":[0,1,2],"imagecount":0,"imagedata":0,"imagedict":[0,1,2],"imagemimetyp":0,"imagen":0,"imageoutputopt":0,"imagepreservationfactor":0,"imagepromptlanguag":[0,1,2],"imageresizemod":[0,1,2],"imageresponseformat":[0,1,2],"imageresponseformatdict":[0,1,2],"images":[0,1,2],"imagesearch":[0,1,2],"imagesearchdict":[0,1,2],"imagesearchqueri":0,"imageuri":0,"immedi":0,"immut":0,"implement":[0,1],"impli":0,"import":0,"importerror":0,"importfil":0,"importfileconfig":[0,1,2],"importfileconfigdict":[0,1,2],"importfileoper":[0,1,2],"importfilerespons":[0,1,2],"importfileresponsedict":[0,1,2],"improv":0,"in_progress":[0,1,2],"inact":0,"inappropri":0,"incit":0,"includ":[0,1],"include_domain":0,"include_input":0,"include_rai_reason":[0,1,2],"include_rubric_typ":0,"include_safety_attribut":[0,1,2],"include_server_side_tool_invoc":[0,1,2],"include_thought":[0,1,2],"includeraireason":0,"includesafetyattribut":0,"includeserversidetoolinvoc":0,"includethought":0,"inclus":0,"incompat":0,"incomplete_count":[0,1,2],"incompletecount":0,"incorrect":0,"increas":[0,1],"increment":0,"independ":0,"index":[0,1,2],"indic":0,"indirect":0,"individu":0,"infer":[0,1],"inferenc":1,"inference_generation_config":[0,1,2],"inferencegenerationconfig":0,"influenc":[0,1],"info":0,"infograph":1,"inform":[0,1],"ingest":0,"inherit":0,"initi":[0,1],"initial_delai":[0,1,2],"initial_history_in_client_cont":[0,1,2],"initialdelai":0,"initialhistoryinclientcont":0,"initialis":0,"inject":0,"inlin":[0,1,2],"inline_data":[0,1,2],"inlined_embed_content_respons":[0,1,2],"inlined_embedding_respons":0,"inlined_request":[0,1,2],"inlined_respons":[0,1,2],"inlinedata":0,"inlinedembedcontentrespons":[0,1,2],"inlinedembedcontentresponsedict":[0,1,2],"inlinedrequest":[0,1,2],"inlinedrequestdict":[0,1,2],"inlinedrespons":[0,1,2],"inlinedresponsedict":[0,1,2],"inner":1,"inpaint":0,"input":0,"input_audio_transcript":[0,1,2],"input_image_celebr":[0,1,2],"input_image_photo_realistic_child_prohibit":[0,1,2],"input_ip_prohibit":[0,1,2],"input_oth":[0,1,2],"input_text_contain_prominent_person_prohibit":[0,1,2],"input_text_ncii_prohibit":[0,1,2],"input_token_limit":[0,1,2],"input_transcript":[0,1,2],"input_uri":[0,1,2],"inputaudiotranscript":0,"inputtokenlimit":0,"inputtranscript":0,"inputuri":0,"insert":[0,1,2],"insid":0,"insignific":0,"instal":0,"instanc":0,"instanti":0,"instead":[0,1],"instruct":0,"instruction_following_v1":0,"instrument":1,"instrumentenum":1,"int":[0,1],"int32":0,"int64":0,"integ":[0,1,2],"integr":[0,1],"intend":0,"interact":[0,1,2],"interaction_statu":[0,1,2],"interaction_status_unspecifi":[0,1,2],"interactioncompletedev":0,"interactioncreatedev":0,"interactionstatu":[0,1,2],"interactionstatusupd":0,"interfac":1,"interim_input_transcript":[0,1,2],"interiminputtranscript":0,"interleav":0,"intermedi":0,"intern":0,"internet":0,"interpol":[0,1],"interpret":0,"interrupt":[0,1,2],"interv":[0,1,2],"intervaldict":[0,1,2],"invalid":[0,1],"invalid_argu":0,"invoc":[0,1],"invok":0,"io":[0,1],"ip":0,"irrelev":0,"is_vertex_ai":0,"isn":0,"iso":0,"issu":0,"item":[0,1,2],"iter":0,"its":[0,1],"itself":0,"j":0,"ja":[0,1,2],"jailbreak":[0,1,2],"japanes":0,"jitter":[0,1,2],"job":0,"job_state_cancel":[0,1,2],"job_state_expir":[0,1,2],"job_state_fail":[0,1,2],"job_state_partially_succeed":[0,1,2],"job_state_paus":[0,1,2],"job_state_pend":[0,1,2],"job_state_queu":[0,1,2],"job_state_run":[0,1,2],"job_state_succeed":[0,1,2],"job_state_unspecifi":[0,1,2],"job_state_upd":[0,1,2],"joberror":[0,1,2],"joberrordict":[0,1,2],"jobstat":[0,1,2],"jpeg":[0,1],"jpg":[0,1],"json":0,"json_match_express":[0,1,2],"json_path":[0,1,2],"json_schema":[0,1,2],"jsonl":[0,1],"jsonmatchexpress":0,"jsonpath":0,"jsonschema":[0,1,2],"jsonschematyp":[0,1,2],"judg":0,"judge_autorater_config":[0,1,2],"judge_model_system_instruct":[0,1,2],"judgeautoraterconfig":0,"judgemodelsysteminstruct":0,"just":0,"jwt":0,"k":0,"keep":0,"kei":[0,1,2],"key_nam":[0,1,2],"key_r":0,"keyboard":1,"keynam":0,"keyr":0,"keyword":0,"kind":0,"kl":0,"km":0,"kms_key_nam":[0,1,2],"kmskeynam":0,"know":0,"knowledg":0,"known":0,"ko":[0,1,2],"korean":0,"kwarg":0,"label":[0,1,2],"lai":0,"landscap":[0,1,2],"languag":[0,1,2],"language_auto":[0,1,2],"language_cod":[0,1,2],"language_hint":[0,1,2],"language_unspecifi":[0,1,2],"languageauto":[0,1,2],"languageautodict":[0,1,2],"languagecod":0,"languagehint":[0,1,2],"languagehintsdict":[0,1,2],"larg":0,"larger":0,"largest":0,"last":0,"last_consumed_client_message_index":[0,1,2],"last_event_id":0,"last_fram":[0,1,2],"last_pag":[0,1,2],"last_version_id":0,"lastconsumedclientmessageindex":0,"lastfram":0,"lastpag":0,"lat_lng":[0,1,2],"latenc":0,"latent":0,"later":0,"latest":0,"latitud":[0,1,2],"latlng":[0,1,2],"latlngdict":[0,1,2],"latter":0,"lazi":0,"le":0,"lead":0,"leakag":0,"learn":0,"learning_r":[0,1,2],"learning_rate_multipli":[0,1,2],"learningr":0,"learningratemultipli":0,"least":0,"leav":1,"left":[0,1,2],"legaci":[0,1,2],"legal":0,"legal_terms_and_agr":[0,1,2],"len":0,"length":0,"less":0,"let":[0,1],"letter":0,"level":[0,1,2],"leverag":0,"librari":[0,1],"licens":[0,1,2],"lifecycl":0,"light":0,"like":[0,1],"likelihood":0,"limit":0,"line":0,"linear":0,"link":0,"list":[0,2],"list_environ":[0,1,2],"list_execut":[0,1,2],"listbatchjobsconfig":[0,1,2],"listbatchjobsconfigdict":[0,1,2],"listbatchjobsrespons":[0,1,2],"listbatchjobsresponsedict":[0,1,2],"listcachedcontentsconfig":[0,1,2],"listcachedcontentsconfigdict":[0,1,2],"listcachedcontentsrespons":[0,1,2],"listcachedcontentsresponsedict":[0,1,2],"listdocumentsconfig":[0,1,2],"listdocumentsconfigdict":[0,1,2],"listdocumentsrespons":[0,1,2],"listdocumentsresponsedict":[0,1,2],"listfil":0,"listfilesconfig":[0,1,2],"listfilesconfigdict":[0,1,2],"listfilesearchstoresconfig":[0,1,2],"listfilesearchstoresconfigdict":[0,1,2],"listfilesearchstoresrespons":[0,1,2],"listfilesearchstoresresponsedict":[0,1,2],"listfilesrespons":[0,1,2],"listfilesresponsedict":[0,1,2],"listmodelsconfig":[0,1,2],"listmodelsconfigdict":[0,1,2],"listmodelsconfigordict":0,"listmodelsrespons":[0,1,2],"listmodelsresponsedict":[0,1,2],"listtrigg":0,"listtriggerexecut":0,"listtuningjob":0,"listtuningjobsconfig":[0,1,2],"listtuningjobsconfigdict":[0,1,2],"listtuningjobsrespons":[0,1,2],"listtuningjobsresponsedict":[0,1,2],"listwebhook":0,"liter":0,"littl":0,"live":[1,2],"live_connect_constraint":[0,1,2],"live_constrained_paramet":0,"liveclientcont":[0,1,2],"liveclientcontentdict":[0,1,2],"liveclientmessag":[0,1,2],"liveclientmessagedict":[0,1,2],"liveclientrealtimeinput":[0,1,2],"liveclientrealtimeinputdict":[0,1,2],"liveclientsetup":[0,1,2],"liveclientsetupdict":[0,1,2],"liveclienttoolrespons":[0,1,2],"liveclienttoolresponsedict":[0,1,2],"liveconnectconfig":[0,1,2],"liveconnectconfigdict":[0,1,2],"liveconnectconstraint":[0,1,2],"liveconnectconstraintsdict":[0,1,2],"liveconnectparamet":[0,1,2],"liveconnectparametersdict":[0,1,2],"liveephemeralparamet":0,"livegeneratecontentsetup":0,"livemusicclientcont":[0,1,2],"livemusicclientcontentdict":[0,1,2],"livemusicclientmessag":[0,1,2],"livemusicclientmessagedict":[0,1,2],"livemusicclientsetup":[0,1,2],"livemusicclientsetupdict":[0,1,2],"livemusicconnectparamet":[0,1,2],"livemusicconnectparametersdict":[0,1,2],"livemusicfilteredprompt":[0,1,2],"livemusicfilteredpromptdict":[0,1,2],"livemusicgenerationconfig":[0,1,2],"livemusicgenerationconfigdict":[0,1,2],"livemusicplaybackcontrol":[0,1,2],"livemusicservercont":[0,1,2],"livemusicservercontentdict":[0,1,2],"livemusicservermessag":[0,1,2],"livemusicservermessagedict":[0,1,2],"livemusicserversetupcomplet":[0,1,2],"livemusicserversetupcompletedict":[0,1,2],"livemusicsetconfigparamet":[0,1,2],"livemusicsetconfigparametersdict":[0,1,2],"livemusicsetupcomplet":0,"livemusicsetweightedpromptsparamet":[0,1,2],"livemusicsetweightedpromptsparametersdict":[0,1,2],"livemusicsourcemetadata":[0,1,2],"livemusicsourcemetadatadict":[0,1,2],"livesendrealtimeinputparamet":[0,1,2],"livesendrealtimeinputparametersdict":[0,1,2],"liveservercont":[0,1,2],"liveservercontentdict":[0,1,2],"liveservergoawai":[0,1,2],"liveservergoawaydict":[0,1,2],"liveservermessag":[0,1,2],"liveservermessagedict":[0,1,2],"liveserversessionresumptionupd":[0,1,2],"liveserversessionresumptionupdatedict":[0,1,2],"liveserversetupcomplet":[0,1,2],"liveserversetupcompletedict":[0,1,2],"liveservertoolcal":[0,1,2],"liveservertoolcallcancel":[0,1,2],"liveservertoolcallcancellationdict":[0,1,2],"liveservertoolcalldict":[0,1,2],"llm":0,"llm_based_metric_spec":[0,1,2],"llm_ranker":[0,1,2],"llmbasedmetricspec":[0,1,2],"llmbasedmetricspecdict":[0,1,2],"llmranker":0,"load":0,"local":0,"locat":[0,1,2],"lock":0,"lock_additional_field":[0,1,2],"lockadditionalfield":0,"log":0,"log_prob":[0,1,2],"log_probability_sum":[0,1,2],"logarithm":0,"logic":0,"logprob":[0,1,2],"logprobabilitysum":0,"logprobs_result":[0,1,2],"logprobsresult":[0,1,2],"logprobsresultcandid":[0,1,2],"logprobsresultcandidatedict":[0,1,2],"logprobsresultdict":[0,1,2],"logprobsresulttopcandid":[0,1,2],"logprobsresulttopcandidatesdict":[0,1,2],"london":[0,1],"long":0,"longer":[0,1],"longitud":[0,1,2],"look":0,"lookup":0,"loop":1,"lora":0,"lose":0,"loss":0,"lossless":[0,1,2],"lot":0,"low":[0,1,2],"lower":[0,1],"lowercas":0,"m":1,"machin":0,"made":0,"mai":[0,1],"main":[0,1],"maintain":0,"major":0,"make":[0,1],"malformed_function_cal":[0,1,2],"man":0,"manag":0,"mani":0,"manual":0,"manual_mod":[0,1,2],"manualmod":0,"map":[0,1,2],"mark":0,"markdown":0,"marker":0,"marketplac":0,"mask":[0,1,2],"mask_dil":[0,1,2],"mask_imag":0,"mask_image_config":[0,1,2],"mask_mod":[0,1,2],"mask_mode_background":[0,1,2],"mask_mode_default":[0,1,2],"mask_mode_foreground":[0,1,2],"mask_mode_semant":[0,1,2],"mask_mode_user_provid":[0,1,2],"mask_ref_imag":[0,1],"mask_reference_config":0,"maskdil":0,"maskimageconfig":0,"maskmod":0,"maskreferenceconfig":[0,1,2],"maskreferenceconfigdict":[0,1,2],"maskreferenceimag":[0,1,2],"maskreferenceimagedict":[0,1,2],"maskreferencemod":[0,1,2],"master":0,"match":[0,1],"match_oper":[0,1,2],"match_operation_unspecifi":[0,1,2],"matchoper":[0,1,2],"materi":0,"math":0,"matter":0,"matur":0,"max":[0,1,2],"max_age_second":0,"max_consecutive_failur":0,"max_delai":[0,1,2],"max_item":[0,1,2],"max_length":[0,1,2],"max_output_token":[0,1,2],"max_overlap_token":[0,1,2],"max_predict":[0,1,2],"max_properti":[0,1,2],"max_regeneration_reach":[0,1,2],"max_result":[0,1,2],"max_temperatur":[0,1,2],"max_token":[0,1,2],"max_tokens_per_chunk":[0,1,2],"maxdelai":0,"maximum":[0,1,2],"maximum_remote_cal":[0,1,2],"maximumm":0,"maximumremotecal":0,"maxitem":0,"maxlength":0,"maxoutputtoken":0,"maxoverlaptoken":0,"maxpredict":0,"maxproperti":0,"maxresult":0,"maxtemperatur":0,"maxtokensperchunk":0,"mcp":0,"mcp_server":[0,1,2],"mcpserver":[0,1,2],"mcpserverdict":[0,1,2],"me":[0,1],"mean":[0,1,2],"meaning":0,"meant":0,"measur":0,"mechan":0,"media":[0,1,2],"media_chunk":[0,1,2],"media_id":[0,1,2],"media_process":[0,1,2],"media_processing_unspecifi":[0,1,2],"media_resolut":[0,1,2],"media_resolution_high":[0,1,2],"media_resolution_low":[0,1,2],"media_resolution_medium":[0,1,2],"media_resolution_ultra_high":[0,1,2],"media_resolution_unspecifi":[0,1,2],"mediachunk":0,"mediaid":0,"mediamod":[0,1,2],"median":[0,1,2],"mediaprocess":[0,1,2],"mediaresolut":[0,1,2],"medium":[0,1,2],"meet":0,"member":0,"memor":0,"mention":0,"merg":0,"messag":[0,2],"metadata":[0,1,2],"metadata_filt":[0,1,2],"metadatafilt":0,"meter":0,"method":[0,1,2],"metric":[0,1,2],"metric_prompt_templ":[0,1,2],"metric_spec_nam":[0,1,2],"metric_spec_paramet":[0,1,2],"metricdict":[0,1,2],"metricprompttempl":0,"metricresult":0,"metricspecnam":0,"metricspecparamet":0,"microphon":0,"might":[0,1],"millisecond":0,"mime":[0,1],"mime_typ":[0,1,2],"mimetyp":[0,1],"min":[0,1,2],"min_item":[0,1,2],"min_length":[0,1,2],"min_properti":[0,1,2],"minim":[0,1,2],"minimum":[0,1,2],"minitem":0,"minlength":0,"minor":0,"minproperti":0,"minut":0,"miss":0,"mission":0,"mix":0,"mixtur":0,"mldev":0,"mobil":0,"modal":[0,1,2],"modality_unspecifi":[0,1,2],"modalitytokencount":[0,1,2],"modalitytokencountdict":[0,1,2],"mode":[0,2],"mode_dynam":[0,1,2],"mode_unspecifi":[0,1,2],"model":2,"model_armor":[0,1,2],"model_armor_config":[0,1,2],"model_cont":0,"model_id":1,"model_nam":[0,1,2],"model_post_init":[0,1,2],"model_routing_prefer":[0,1,2],"model_selection_config":[0,1,2],"model_stag":[0,1,2],"model_stage_unspecifi":[0,1,2],"model_statu":[0,1,2],"model_turn":[0,1,2],"model_vers":[0,1,2],"modelarmorconfig":[0,1,2],"modelarmorconfigdict":[0,1,2],"modelcont":[0,1,2],"modeldict":[0,1,2],"modelnam":0,"modelroutingprefer":0,"modelselectionconfig":[0,1,2],"modelselectionconfigdict":[0,1,2],"modelstag":[0,1,2],"modelstatu":[0,1,2],"modelstatusdict":[0,1,2],"modelturn":0,"modelvers":0,"modif":0,"modul":[1,2],"moment":0,"month":[0,1,2],"more":[0,1],"most":0,"mostli":0,"mount":0,"mp3":0,"mp4":[0,1],"msg":0,"much":0,"multi":[0,1],"multi_speaker_voice_config":[0,1,2],"multimod":[0,1],"multimodal_embed":0,"multipl":[0,1],"multiplex":0,"multipli":0,"multispeakervoiceconfig":[0,1,2],"multispeakervoiceconfigdict":[0,1,2],"music":[0,1,2],"music_generation_config":[0,1,2],"music_generation_mod":[0,1,2],"music_generation_mode_unspecifi":[0,1,2],"musicgenerationconfig":0,"musicgenerationmod":[0,1,2],"must":[0,1],"mute_bass":[0,1,2],"mute_drum":[0,1,2],"mutebass":0,"mutedrum":0,"mutual":0,"my":[0,1],"my_enterprise_multimodal_dataset":1,"my_model":0,"myrequest":1,"n":0,"n1":0,"n3":0,"na":0,"naccess":0,"naddit":0,"naddition":0,"nall":0,"name":[0,1,2],"nand":0,"nani":0,"nanswer":0,"napi":0,"nassist":0,"nativ":0,"nattribut":0,"natur":0,"naudio":0,"nautomat":0,"navig":0,"nbe":0,"nbegin":0,"nby":0,"ncall":0,"ncase":0,"ncii":0,"nclient":0,"ncode":0,"ncompar":0,"ncompat":0,"nconfigur":0,"ncontain":0,"ncontent":0,"ncontext":0,"ncontrol":0,"ncorpu":0,"ncorrespond":0,"ncurrent":0,"ndai":0,"ndata":0,"ndatastor":0,"ndefault":0,"ndegre":0,"ndeprec":0,"ndesign":0,"ndimens":0,"ndisabl":0,"necessari":[0,1],"need":[0,1],"need_more_input":[0,1,2],"negative_prompt":[0,1,2],"negativeprompt":0,"neglig":[0,1,2],"nenable_control_image_comput":0,"nend":0,"nenum":0,"nenumer":0,"neon":[0,1],"network":0,"new":[0,1],"new_handl":[0,1,2],"new_session_expire_tim":[0,1,2],"newer":0,"newhandl":0,"newli":0,"newsessionexpiretim":0,"nexactli":0,"nexampl":0,"next":0,"next_pag":1,"next_page_token":[0,1,2],"nextgen":0,"nextpagetoken":0,"nfield":0,"nfile":0,"nfilter":0,"nfind":0,"nfor":0,"nfrom":0,"ngener":0,"ngeneratecont":0,"ngeneratecontentrespons":0,"ngoogl":0,"nhistori":0,"nhttp":0,"ni":0,"nif":0,"night":1,"nimag":0,"nin":0,"ninclud":0,"nindic":0,"nindividu":0,"nine":0,"ninform":0,"ninject":0,"ninsignific":0,"ninstanc":0,"ninstead":0,"ninstruct":0,"nit":0,"nl":0,"nl_question_answ":[0,1,2],"nmai":0,"nmake":0,"nmatch":0,"nmax":0,"nmessag":0,"nmethod":0,"nmetric":0,"nmime":0,"nmodel":0,"nnext":0,"nnot":0,"nnote":0,"nnsee":0,"no_auth":[0,1,2],"no_imag":[0,1,2],"no_interrupt":[0,1,2],"nobject":0,"node":0,"nof":0,"nois":0,"non":0,"non_block":[0,1,2],"none":[0,1,2],"nonetyp":0,"nonli":0,"nor":0,"normal":0,"north":0,"north1":0,"northamerica":0,"northeast1":0,"northeast3":0,"note":[0,1],"notebook":0,"notif":0,"now":[0,1],"npairwis":0,"npars":0,"npredict":0,"npresenc":0,"npretrain":0,"nproduct":0,"nprotojson":0,"nprovid":0,"npx":1,"nqueryplac":0,"nreinforcementtuningexampl":0,"nrepres":0,"nrespons":0,"nreturn":0,"nreward":0,"nsame":0,"nsandbox":0,"nsee":0,"nserver":0,"nstorag":0,"nsubject":0,"nsupport":0,"nsystem":0,"ntext":0,"nthat":0,"nthe":0,"nthese":0,"nthi":0,"nthree":0,"ntime":0,"nto":0,"ntoken":0,"ntool":0,"ntrain":0,"nturn":0,"ntype":0,"nuanc":0,"nucleu":0,"null":[0,1,2],"null_valu":[0,1,2],"nullabl":[0,1,2],"nullvalu":0,"num_hit":[0,1,2],"num_token":[0,1,2],"number":[0,1,2],"number_of_imag":[0,1,2],"number_of_video":[0,1,2],"number_valu":[0,1,2],"numberofimag":0,"numberofvideo":0,"numbervalu":0,"numer":0,"numeric_valu":[0,1,2],"numericvalu":0,"numhit":0,"numpi":0,"numtoken":0,"nunspecifi":0,"nuse":0,"nuser":0,"nwere":0,"nwgs84":0,"nwhen":0,"nwill":0,"nwith":0,"nwithin":0,"o":[0,1],"oa":0,"oauth":[0,1,2],"oauth_config":[0,1,2],"oauthconfig":0,"object":[0,1,2],"objection":0,"observ":0,"obtain":0,"occur":0,"ocr":0,"off":[0,1,2],"official_languag":1,"offset":0,"often":0,"oidc":0,"oidc_auth":[0,1,2],"oidc_config":[0,1,2],"oidcconfig":0,"ok":0,"old":0,"omit":0,"on_demand":[0,1,2],"on_demand_flex":[0,1,2],"on_demand_offpeak":[0,1,2],"on_demand_prior":[0,1,2],"onc":[0,1],"one":[0,1],"one_of":[0,1,2],"oneof":0,"ongo":[0,1],"onli":0,"onlin":0,"only_bass_and_drum":[0,1,2],"onlybassanddrum":0,"ontologi":0,"opaqu":0,"open":[0,1],"openapi":0,"openid":0,"oper":[0,1,2],"operation_nam":[0,1,2],"operationnam":0,"optim":[0,1,2],"option":0,"opu":0,"order":[0,1],"org":0,"organ":0,"orient":0,"origami":0,"origin":0,"oss":0,"other":[0,2],"otherwis":0,"out":0,"outcom":[0,1,2],"outcome_deadline_exceed":[0,1,2],"outcome_fail":[0,1,2],"outcome_ok":[0,1,2],"outcome_unspecifi":[0,1,2],"outpaint":[0,1,2],"output":[0,2],"output_audio_transcript":[0,1,2],"output_compression_qu":[0,1,2],"output_config":[0,1,2],"output_dimension":[0,1,2],"output_gcs_uri":[0,1,2],"output_image_ip_prohibit":[0,1,2],"output_info":[0,1,2],"output_mime_typ":[0,1,2],"output_token_limit":[0,1,2],"output_transcript":[0,1,2],"output_uri":[0,1,2],"output_uri_prefix":[0,1,2],"outputaudiotranscript":0,"outputcompressionqu":0,"outputconfig":[0,1,2],"outputconfigdict":[0,1,2],"outputdimension":0,"outputgcsuri":0,"outputinfo":[0,1,2],"outputinfodict":[0,1,2],"outputmimetyp":0,"outputtokenlimit":0,"outputtranscript":0,"outputuri":0,"outputuriprefix":0,"outsid":0,"over":0,"overal":0,"overall_reward":[0,1,2],"overallreward":0,"overlap":0,"overli":0,"overload":0,"overrid":0,"overridden":0,"override_replay_id":[0,1,2],"overridereplayid":0,"overs":0,"overwritten":0,"overwritten_threshold":[0,1,2],"overwrittenthreshold":0,"own":0,"ownership":0,"p5":[0,1,2],"p95":[0,1,2],"pad":[0,1,2],"page":0,"page_numb":[0,1,2],"page_s":[0,1,2],"page_span":[0,1,2],"page_token":[0,1,2],"pagenumb":0,"pager":0,"pages":0,"pagespan":0,"pagetoken":0,"pagin":0,"pai":0,"pair":0,"pairwis":0,"pairwise_choic":[0,1,2],"pairwise_choice_unspecifi":[0,1,2],"pairwise_metric_result":[0,1,2],"pairwisechoic":[0,1,2],"pairwisemetricresult":[0,1,2],"pairwisemetricresultdict":[0,1,2],"pairwisemetricspec":[0,1,2],"pairwisemetricspecdict":[0,1,2],"paragraph":0,"parallel":0,"parallel_ai_search":[0,1,2],"parallelaisearch":0,"param":0,"param1":0,"param2":0,"paramet":[0,1,2],"parameter_nam":[0,1,2],"parameternam":0,"parameters_json_schema":[0,1,2],"parametersjsonschema":0,"parent":[0,1,2],"pari":0,"parrot":0,"pars":[0,1,2],"parse_and_reduce_fn":[0,1,2],"parse_response_config":[0,1,2],"parse_typ":[0,1,2],"parseandreducefn":0,"parsed_response_conversion_scor":[0,1,2],"parsedresponseconversionscor":0,"parser":0,"parseresponseconfig":0,"parsetyp":0,"parsing_funct":[0,1,2],"parsingfunct":0,"part":[0,2],"part_index":[0,1,2],"part_metadata":[0,1,2],"partdict":[0,1,2],"parti":0,"partial":0,"partial_arg":[0,1,2],"partial_match":[0,1,2],"partialarg":[0,1,2],"partialargdict":[0,1,2],"particular":0,"particularli":0,"partindex":0,"partmediaresolut":[0,1,2],"partmediaresolutiondict":[0,1,2],"partmediaresolutionlevel":[0,1,2],"partmetadata":0,"partner":0,"partner_model_tuning_spec":[0,1,2],"partnermodeltuningspec":[0,1,2],"partnermodeltuningspecdict":[0,1,2],"partunion":1,"pass":[0,1],"password":[0,1],"path":[0,1],"pathlib":0,"pattern":[0,1,2],"paus":[0,1,2],"paywal":0,"pcm":0,"pdf":[0,1],"peak":0,"peft":0,"pem":1,"penal":0,"pending_documents_count":[0,1,2],"pendingdocumentscount":0,"peopl":0,"per":0,"perceiv":0,"percentag":0,"percentil":0,"percentile_p90":[0,1,2],"percentile_p95":[0,1,2],"percentile_p99":[0,1,2],"percuss":1,"perform":[0,1],"permiss":0,"person":0,"person_gener":[0,1,2],"person_imag":[0,1,2],"persongener":[0,1,2],"personimag":0,"pet":0,"petal":0,"philschmid":1,"phish_block_threshold_unspecifi":[0,1,2],"phishblockthreshold":[0,1,2],"photo":0,"photo_uri":[0,1,2],"photographi":0,"photouri":0,"phrase":0,"pick":1,"piec":0,"pil":0,"ping":[0,1,2],"pip":1,"pipelin":0,"pipeline_job":[0,1,2],"pipeline_root_directori":[0,1,2],"pipelinejob":0,"pipelinerootdirectori":0,"pixel":0,"place":[0,1,2],"place_answer_sourc":[0,1,2],"place_id":[0,1,2],"placeanswersourc":0,"placehold":0,"placeid":0,"plai":[0,1,2],"plain":0,"plan":0,"plane":1,"platform":[0,1],"play_audio_chunk":0,"playback":0,"playback_control":[0,1,2],"playback_control_unspecifi":[0,1,2],"playbackcontrol":0,"pleas":[0,1],"png":[0,1],"point":0,"pointwis":0,"pointwise_metric_result":[0,1,2],"pointwise_metric_spec":[0,1,2],"pointwisemetricresult":[0,1,2],"pointwisemetricresultdict":[0,1,2],"pointwisemetricspec":[0,1,2],"pointwisemetricspecdict":[0,1,2],"polici":0,"poll":1,"polylin":0,"polylinealgorithm":0,"popul":[0,1],"port":1,"portrait":[0,1,2],"portugues":0,"posit":0,"positive_prompt_safety_attribut":[0,1,2],"positivepromptsafetyattribut":0,"possibl":0,"post":0,"potenti":0,"power":0,"practic":0,"pre":0,"pre_tuned_model":[0,1,2],"pre_tuned_model_checkpoint_id":[0,1,2],"prebuilt":0,"prebuilt_voice_config":[0,1,2],"prebuiltvoiceconfig":[0,1,2],"prebuiltvoiceconfigdict":[0,1,2],"preced":[0,1],"predefin":0,"predefined_metric_spec":[0,1,2],"predefined_rubric_generation_spec":[0,1,2],"predefinedmetricspec":[0,1,2],"predefinedmetricspecdict":[0,1,2],"predefinedrubricgenerationspec":0,"predict":[0,2],"predictions_timestamp":0,"predictionservic":0,"predictor":0,"preemptiv":0,"prefer":[0,1],"preference_optimization_data_stat":[0,1,2],"preference_optimization_spec":[0,1,2],"preference_tun":[0,1,2],"preferenceoptimizationdatastat":[0,1,2],"preferenceoptimizationdatastatsdict":[0,1,2],"preferenceoptimizationhyperparamet":[0,1,2],"preferenceoptimizationhyperparametersdict":[0,1,2],"preferenceoptimizationspec":[0,1,2],"preferenceoptimizationspecdict":[0,1,2],"prefil":0,"prefix":0,"prefix_padding_m":[0,1,2],"prefix_turn":0,"prefixitem":0,"prefixpaddingm":0,"prepar":0,"preprocess":0,"presenc":0,"presence_penalti":[0,1,2],"presencepenalti":0,"present":0,"preserv":0,"pretrain":0,"pretunedmodel":[0,1,2],"pretunedmodelcheckpointid":0,"pretunedmodeldict":[0,1,2],"prevent":0,"preview":[0,1,2],"previou":[0,1],"previous":0,"previous_interaction_id":0,"price":0,"primit":0,"print":[0,1],"prioriti":[0,1,2],"prioritize_cost":[0,1,2],"prioritize_qu":[0,1,2],"privat":0,"pro":[0,1],"proactiv":[0,1,2],"proactive_audio":[0,1,2],"proactiveaudio":0,"proactivityconfig":[0,1,2],"proactivityconfigdict":[0,1,2],"probability_scor":[0,1,2],"probabilityscor":0,"probabl":[0,1,2],"problem":0,"proce":0,"process":[0,1,2],"produc":0,"product":0,"product_imag":[0,1,2],"productimag":[0,1,2],"productimagedict":[0,1,2],"profil":[0,1],"program":0,"progress":0,"prohibit":0,"prohibited_cont":[0,1,2],"prohibited_input_cont":[0,1,2],"project":[0,1,2],"projectid":0,"projectoper":[0,1,2],"projectoperationdict":[0,1,2],"promin":0,"prominent_peopl":[0,1,2],"prominent_people_unspecifi":[0,1,2],"prominentpeopl":[0,1,2],"promot":0,"prompt":[0,1,2],"prompt_dataset_uri":[0,1,2],"prompt_feedback":[0,1,2],"prompt_templ":[0,1,2],"prompt_template_nam":[0,1,2],"prompt_token_count":[0,1,2],"prompt_tokens_detail":[0,1,2],"promptdataseturi":0,"promptfeedback":0,"promptmessag":0,"prompttempl":0,"prompttemplatenam":0,"prompttokencount":0,"prompttokensdetail":0,"propag":0,"properli":1,"properti":[0,1,2],"property_ord":[0,1,2],"propertyord":0,"protect":0,"proto":0,"protobuf":0,"protocol":0,"protojson":0,"provid":0,"provis":0,"provisioned_throughput":[0,1,2],"proxy_uri":1,"pt":[0,1,2],"public":[0,1],"publication_d":[0,1,2],"publicationd":0,"publish":0,"pubsub":0,"pubsub_top":[0,1,2],"pubsubtop":0,"purpos":0,"put":1,"pydant":0,"pydantic_cor":0,"pyguid":0,"python":[0,2],"python_code_assert":[0,1,2],"python_code_snippet":[0,1,2],"pythoncodesnippet":0,"pyyaml":0,"q":1,"q2":0,"q3":0,"qualifi":0,"qualiti":[0,1,2],"queri":0,"query_bas":[0,1,2],"querybas":0,"queryplac":0,"question":[0,1],"queue":0,"quickli":0,"quickstart":0,"quot":[0,1],"quota":0,"rag":0,"rag_chunk":[0,1,2],"rag_corpora":[0,1,2],"rag_corpu":[0,1,2],"rag_file_id":[0,1,2],"rag_resourc":[0,1,2],"rag_retrieval_config":[0,1,2],"ragchunk":[0,1,2],"ragchunkdict":[0,1,2],"ragchunkpagespan":[0,1,2],"ragchunkpagespandict":[0,1,2],"ragcorpora":0,"ragcorpu":0,"ragfil":0,"ragfileid":0,"ragresourc":0,"ragretrievalconfig":[0,1,2],"ragretrievalconfigdict":[0,1,2],"ragretrievalconfigfilt":[0,1,2],"ragretrievalconfigfilterdict":[0,1,2],"ragretrievalconfighybridsearch":[0,1,2],"ragretrievalconfighybridsearchdict":[0,1,2],"ragretrievalconfigrank":[0,1,2],"ragretrievalconfigrankingdict":[0,1,2],"ragretrievalconfigrankingllmrank":[0,1,2],"ragretrievalconfigrankingllmrankerdict":[0,1,2],"ragretrievalconfigrankingrankservic":[0,1,2],"ragretrievalconfigrankingrankservicedict":[0,1,2],"rai":0,"rai_filtered_reason":[0,1,2],"rai_media_filtered_count":[0,1,2],"rai_media_filtered_reason":[0,1,2],"raifilteredreason":0,"raimediafilteredcount":0,"raimediafilteredreason":0,"raini":1,"rais":[0,1],"raise_error_on_unsupported_field":0,"ram":0,"ran":0,"random":[0,1],"randomli":0,"rang":0,"rank":[0,1,2],"rank_servic":[0,1,2],"ranker":0,"rankservic":0,"rate":0,"rather":[0,1],"ratio":0,"raw":0,"raw_output":[0,1,2],"raw_ref_imag":[0,1],"rawoutput":[0,1,2],"rawoutputdict":[0,1,2],"rawreferenceimag":[0,1,2],"rawreferenceimagedict":[0,1,2],"rb":1,"re":[0,1],"reach":0,"read":[0,1],"read_audio":0,"read_byt":0,"readabl":0,"readi":0,"real":0,"realist":0,"realtim":0,"realtime_input":[0,1,2],"realtime_input_config":[0,1,2],"realtimeinput":0,"realtimeinputconfig":[0,1,2],"realtimeinputconfigdict":[0,1,2],"reason":0,"receiv":[0,1,2],"recent":0,"recit":[0,1,2],"recogn":0,"recognit":0,"recommend":[0,1],"reconnect":0,"recontext":0,"recontext_imag":[0,1,2],"recontextimageconfig":[0,1,2],"recontextimageconfigdict":[0,1,2],"recontextimagerespons":[0,1,2],"recontextimageresponsedict":[0,1,2],"recontextimagesourc":[0,1,2],"recontextimagesourcedict":[0,1,2],"recontextu":0,"record":0,"rectangular":0,"red":0,"reduc":[0,1],"reduct":0,"ref":[0,1,2],"refer":[0,2],"referenc":0,"reference_id":[0,1,2],"reference_imag":[0,1,2],"reference_typ":[0,1,2],"referenceid":0,"referenceimag":0,"referencetyp":0,"refin":0,"reflect":[0,1],"refram":0,"regardless":0,"regener":0,"regex":0,"regex_contain":[0,1,2],"regex_extract":[0,1,2],"regex_extract_express":[0,1,2],"regexextractexpress":0,"regexp_contain":0,"regexp_extract":0,"region":0,"regist":[0,1,2],"registerfilesconfig":[0,1,2],"registerfilesconfigdict":[0,1,2],"registerfilesrespons":[0,1,2],"registerfilesresponsedict":[0,1,2],"regular":[0,1,2],"reinforc":0,"reinforcement_tun":[0,1,2],"reinforcement_tuning_data_stat":[0,1,2],"reinforcement_tuning_spec":[0,1,2],"reinforcement_tuning_thinking_level_unspecifi":[0,1,2],"reinforcement_tuning_user_dataset_exampl":[0,1,2],"reinforcementtuningautoraterscor":[0,1,2],"reinforcementtuningautoraterscorerdict":[0,1,2],"reinforcementtuningautoraterscorerexactmatchscor":[0,1,2],"reinforcementtuningautoraterscorerexactmatchscorerdict":[0,1,2],"reinforcementtuningautoraterscorerparsedresponseconversionscor":[0,1,2],"reinforcementtuningautoraterscorerparsedresponseconversionscorerdict":[0,1,2],"reinforcementtuningcloudrunrewardscor":[0,1,2],"reinforcementtuningcloudrunrewardscorerdict":[0,1,2],"reinforcementtuningcodeexecutionrewardscor":[0,1,2],"reinforcementtuningcodeexecutionrewardscorerdict":[0,1,2],"reinforcementtuningdatastat":0,"reinforcementtuningexampl":[0,1,2],"reinforcementtuningexampledict":[0,1,2],"reinforcementtuninghyperparamet":[0,1,2],"reinforcementtuninghyperparametersdict":[0,1,2],"reinforcementtuningparseresponseconfig":[0,1,2],"reinforcementtuningparseresponseconfigdict":[0,1,2],"reinforcementtuningrewardinfo":[0,1,2],"reinforcementtuningrewardinfodict":[0,1,2],"reinforcementtuningspec":[0,1,2],"reinforcementtuningspecdict":[0,1,2],"reinforcementtuningstringmatchrewardscor":[0,1,2],"reinforcementtuningstringmatchrewardscorerdict":[0,1,2],"reinforcementtuningstringmatchrewardscorerjsonmatchexpress":[0,1,2],"reinforcementtuningstringmatchrewardscorerjsonmatchexpressiondict":[0,1,2],"reinforcementtuningstringmatchrewardscorerstringmatchexpress":[0,1,2],"reinforcementtuningstringmatchrewardscorerstringmatchexpressiondict":[0,1,2],"reinforcementtuningthinkinglevel":[0,1,2],"reinforcementtuninguserdatasetexampl":[0,1,2],"reinforcementtuninguserdatasetexamplesdict":[0,1,2],"reject":0,"rel":0,"relat":0,"relative_publish_time_descript":[0,1,2],"relativepublishtimedescript":0,"releas":[0,1],"relev":0,"reli":0,"remain":0,"remot":[0,1],"remov":[0,1,2],"remove_stat":[0,1,2],"render":0,"rendered_cont":[0,1,2],"rendered_part":[0,1,2],"renderedcont":0,"renderedpart":0,"reopen":0,"repeat":0,"repeatedli":0,"repetit":0,"replac":0,"replai":0,"replay_id":[0,1,2],"replayfil":[0,1,2],"replayfiledict":[0,1,2],"replayid":0,"replayinteract":[0,1,2],"replayinteractiondict":[0,1,2],"replayrequest":[0,1,2],"replayrequestdict":[0,1,2],"replayrespons":[0,1,2],"replayresponsedict":[0,1,2],"replays_directori":[0,1,2],"repli":0,"replic":0,"replicated_voice_config":[0,1,2],"replicatedvoiceconfig":[0,1,2],"replicatedvoiceconfigdict":[0,1,2],"repo":0,"report":0,"repositori":0,"repres":0,"represent":0,"reproduc":0,"request":[0,2],"request_1":1,"request_2":1,"requir":[0,1,2],"requires_act":[0,1,2],"rerank":0,"reset":0,"reset_context":[0,1,2],"resiz":0,"resize_mod":[0,1,2],"resizemod":0,"resolut":[0,1,2],"resourc":[1,2],"resourcescop":[0,1,2],"respect":[0,1],"respond":[0,1],"respons":[0,2],"response1":1,"response2":1,"response3":1,"response_1":[0,1],"response_2":[0,1],"response_format":[0,1,2],"response_id":[0,1,2],"response_json_schema":[0,1,2],"response_logprob":[0,1,2],"response_mime_typ":[0,1,2],"response_mod":[0,1,2],"response_parse_type_unspecifi":[0,1,2],"response_reject":[0,1,2],"response_schema":[0,1,2],"response_str":0,"response_template_nam":[0,1,2],"response_token_count":[0,1,2],"response_tokens_detail":[0,1,2],"responseformat":[0,1,2],"responseformatdict":[0,1,2],"responseid":0,"responsejsonschema":0,"responselogprob":0,"responsemimetyp":0,"responsemod":0,"responseparsetyp":[0,1,2],"responseschema":0,"responsetemplatenam":0,"responsetokencount":0,"responsetokensdetail":0,"responsiv":0,"rest":[0,1],"restart":0,"restor":0,"restrict":0,"result":[0,1,2],"result_parser_config":[0,1,2],"resultparserconfig":0,"resum":[0,1,2],"resumpt":0,"retain":0,"retent":0,"retir":[0,1,2],"retirement_tim":[0,1,2],"retirementtim":0,"retri":0,"retriev":[0,1,2],"retrieval_config":[0,1,2],"retrieval_docu":0,"retrieval_metadata":[0,1,2],"retrieval_queri":[0,1,2],"retrievalconfig":[0,1,2],"retrievalconfigdict":[0,1,2],"retrievaldict":[0,1,2],"retrievalmetadata":[0,1,2],"retrievalmetadatadict":[0,1,2],"retrievalqueri":0,"retrieved_context":[0,1,2],"retrieved_url":[0,1,2],"retrievedcontext":0,"retrievedurl":0,"retry_opt":[0,1,2],"retryabl":0,"retryopt":0,"return":[0,1],"return_raw_output":[0,1,2],"returnrawoutput":0,"reus":0,"reusabl":0,"review":[0,1,2],"review_id":[0,1,2],"review_snippet":[0,1,2],"reviewid":0,"reviewsnippet":0,"revoc":0,"revocation_behavior":0,"reward":[0,1,2],"reward_a":0,"reward_b":0,"reward_config":[0,1,2],"reward_info_detail":[0,1,2],"reward_nam":[0,1,2],"rewardconfig":0,"rewardinfodetail":0,"rewardnam":0,"rewawrd":0,"rewrit":0,"rewritten":0,"rfc":0,"rfc9535":0,"rich":0,"ridicul":0,"right":[0,1,2],"risk":0,"riski":0,"rl":0,"rng":0,"role":[0,1,2],"root":0,"rotate_signing_secret":[0,1,2],"roug":[0,1,2],"rouge_metric_valu":[0,1,2],"rouge_spec":[0,1,2],"rouge_typ":[0,1,2],"rougel":0,"rougelsum":0,"rougemetricvalu":[0,1,2],"rougemetricvaluedict":[0,1,2],"rougen":0,"rougespec":[0,1,2],"rougespecdict":[0,1,2],"rougetyp":0,"roughli":0,"rout":[0,1,2],"router":0,"routing_config":[0,1,2],"routingconfig":0,"row":0,"rpc":0,"rubric":0,"rubric_content_typ":[0,1,2],"rubric_content_type_unspecifi":[0,1,2],"rubric_generation_spec":[0,1,2],"rubric_group":0,"rubric_group_kei":[0,1,2],"rubric_type_ontologi":[0,1,2],"rubric_verdict":0,"rubriccontenttyp":[0,1,2],"rubricgenerationspec":[0,1,2],"rubricgenerationspecdict":[0,1,2],"rubricgroupkei":0,"rubrictypeontologi":0,"run":[0,1,2],"runtim":0,"runtime_auth_config":0,"sa":0,"safetensor":0,"safeti":[0,2],"safety_attribut":[0,1,2],"safety_filter_level":[0,1,2],"safety_policy_unspecifi":[0,1,2],"safety_r":[0,1,2],"safety_set":[0,1,2],"safetyattribut":[0,1,2],"safetyattributesdict":[0,1,2],"safetyfilterlevel":[0,1,2],"safetypolici":[0,1,2],"safetyr":[0,1,2],"safetyratingdict":[0,1,2],"safetyset":[0,1,2],"safetysettingdict":[0,1,2],"sai":1,"same":[0,1],"sampl":[0,1],"sample_r":[0,1,2],"sample_respons":0,"sampler":0,"samples_per_prompt":[0,1,2],"samplesperprompt":0,"sampling_count":[0,1,2],"samplingcount":0,"san":1,"sandbox":0,"sanit":0,"save":[0,1,2],"scale":[0,1,2],"scale_unspecifi":[0,1,2],"scene":0,"schedul":[0,1,2],"scheduling_unspecifi":[0,1,2],"schema":[0,2],"schemadict":[0,1,2],"scheme":0,"scone":[0,1],"scope":0,"score":[0,1,2],"score_variance_per_example_distribut":[0,1,2],"scorer":0,"scores_distribut":[0,1,2],"scoresdistribut":0,"scorevarianceperexampledistribut":0,"screen":0,"scribbl":0,"scribble_imag":[0,1,2],"scribbleimag":[0,1,2],"scribbleimagedict":[0,1,2],"sdk":0,"sdk_blob":[0,1,2],"sdk_http_respons":[0,1,2],"sdk_response_seg":[0,1,2],"sdkblob":0,"sdkhttprespons":0,"sdkresponseseg":0,"search":0,"search_entry_point":[0,1,2],"search_templ":[0,1,2],"search_typ":[0,1,2],"searchalongrout":0,"searchentrypoint":[0,1,2],"searchentrypointdict":[0,1,2],"searchtempl":0,"searchtyp":[0,1,2],"searchtypesdict":[0,1,2],"sec4":0,"second":0,"secret":0,"secretmanag":0,"section":1,"secur":0,"see":[0,1],"seed":[0,1,2],"segment":[0,1,2],"segment_imag":[0,1,2],"segmentation_class":[0,1,2],"segmentationclass":0,"segmentdict":[0,1,2],"segmentimageconfig":[0,1,2],"segmentimageconfigdict":[0,1,2],"segmentimagerespons":[0,1,2],"segmentimageresponsedict":[0,1,2],"segmentimagesourc":[0,1,2],"segmentimagesourcedict":[0,1,2],"segmentmod":[0,1,2],"select":0,"self":0,"sell":0,"semant":[0,1,2],"send":[0,2],"send_client_cont":[0,1,2],"send_messag":1,"send_message_stream":[0,1],"send_realtime_input":[0,1,2],"send_tool_respons":[0,1,2],"sensit":0,"sensitive_data_modif":[0,1,2],"sent":0,"sentenc":[0,1],"separ":[0,1],"sequenc":0,"serv":0,"server":[0,1],"server_cont":[0,1,2],"server_param":1,"servercont":0,"servic":[0,1],"service_account":[0,1,2],"service_ti":[0,1,2],"serviceaccount":0,"serviceti":[0,1,2],"session":[0,1],"session_id":[0,1,2],"session_resumpt":[0,1,2],"session_resumption_upd":[0,1,2],"sessionid":0,"sessionresumpt":0,"sessionresumptionconfig":[0,1,2],"sessionresumptionconfigdict":[0,1,2],"sessionresumptiontoken":0,"sessionresumptiontokenupd":0,"sessionresumptionupd":0,"set":0,"setup":[0,1,2],"setup_complet":[0,1,2],"setupcomplet":0,"sever":[0,1,2],"severity_scor":[0,1,2],"severityscor":0,"sexual":0,"sft":0,"sft_loss_weight_multipli":[0,1,2],"sftlossweightmultipli":0,"sha":0,"sha256_hash":[0,1,2],"sha256hash":0,"shall":0,"share":0,"shop":0,"short":0,"shorten":0,"shorter":0,"should":0,"should_return_http_respons":[0,1,2],"shouldreturnhttprespons":0,"show":[0,1,2],"shown":[0,1],"side":0,"sign":0,"signal":0,"signatur":[0,1,2],"signific":0,"silenc":0,"silence_duration_m":[0,1,2],"silencedurationm":0,"silent":[0,1,2],"similar":0,"similarity_top_k":[0,1,2],"similaritytopk":0,"simpi":0,"simpl":[0,1],"simple_search":[0,1,2],"simple_search_param":[0,1,2],"simplesearchparam":0,"sinc":0,"singl":[0,1],"single_reward_config":[0,1,2],"singleembedcontentrespons":[0,1,2],"singleembedcontentresponsedict":[0,1,2],"singlereinforcementtuningrewardconfig":[0,1,2],"singlereinforcementtuningrewardconfigdict":[0,1,2],"singlerewardconfig":0,"sit":0,"site":0,"size":0,"size_byt":[0,1,2],"sizebyt":0,"sketch":0,"skip":0,"skip_in_api_mod":[0,1,2],"skipinapimod":0,"sky":[0,1],"sleep":[0,1],"slide":0,"sliding_window":[0,1,2],"slidingwindow":[0,1,2],"slidingwindowdict":[0,1,2],"slot":0,"small":0,"smaller":0,"smallest":0,"smart":[0,1,2],"snake":0,"sneaker":1,"snippet":0,"so":[0,1],"sock":1,"socks5":1,"some":[0,1],"someth":1,"soon":0,"sort":0,"sound":0,"sourc":[0,1,2],"source_flagging_uri":[0,1,2],"source_id":[0,1,2],"source_metadata":[0,1,2],"source_polici":0,"source_unspecifi":[0,1,2],"source_uri":[0,1,2],"sourceflagginguri":0,"sourceid":0,"sourcemetadata":0,"sourceuri":0,"south":0,"south1":0,"south2":0,"southamerica":0,"southeast1":0,"southeast2":0,"southwest1":0,"space":0,"spanish":0,"spars":0,"speak":0,"speaker":[0,1,2],"speaker_label":[0,1,2],"speaker_voice_config":[0,1,2],"speakerlabel":0,"speakervoiceconfig":[0,1,2],"speakervoiceconfigdict":[0,1,2],"spec":0,"special":0,"specif":0,"specifi":[0,1],"speech":0,"speech_config":[0,1,2],"speechconfig":[0,1,2],"speechconfigdict":[0,1,2],"speed":[0,1],"spii":[0,1,2],"spk_1":0,"spk_2":0,"split":0,"split_summari":[0,1,2],"splitsummari":0,"spoken":0,"sql":0,"src":[0,1,2],"sse":0,"sse_read_timeout":[0,1,2],"ssereadtimeout":0,"ssl":1,"ssl_cert_fil":1,"stabl":[0,1,2],"stage":0,"stai":0,"standard":[0,1,2],"standard_devi":[0,1,2],"start":[0,1],"start_index":[0,1,2],"start_of_activity_interrupt":[0,1,2],"start_of_speech_sensit":[0,1,2],"start_offset":[0,1,2],"start_sensitivity_high":[0,1,2],"start_sensitivity_low":[0,1,2],"start_sensitivity_unspecifi":[0,1,2],"start_stream":[0,1,2],"start_tim":[0,1,2],"startindex":0,"startoffset":0,"startofspeechsensit":0,"startsensit":[0,1,2],"starttim":0,"stat":0,"state":[0,1,2],"state_act":[0,1,2],"state_fail":[0,1,2],"state_pend":[0,1,2],"state_unspecifi":[0,1,2],"static":[0,1,2],"statist":[0,1,2],"statu":0,"status_cod":[0,1,2],"statuscod":0,"stderr":0,"stdio":1,"stdio_client":1,"stdioserverparamet":1,"stdout":0,"steer":0,"stemmer":0,"step":[0,1,2],"step_count":[0,1,2],"stepcount":0,"stepdelta":0,"stepstart":0,"stepstop":0,"still":0,"stop":[0,1,2],"stop_sequ":[0,1,2],"stopsequ":0,"storag":[0,1],"store":[0,1],"store_context":[0,1,2],"storecontext":0,"stori":1,"str":[0,1],"stream":0,"stream_function_call_argu":[0,1,2],"streamable_http_transport":[0,1,2],"streamablehttptransport":[0,1,2],"streamablehttptransportdict":[0,1,2],"streamfunctioncallargu":0,"strftime":1,"string":[0,2],"string_funct":0,"string_list_valu":[0,1,2],"string_match_express":[0,1,2],"string_match_reward_scor":[0,1,2],"string_valu":[0,1,2],"stringlist":[0,1,2],"stringlistdict":[0,1,2],"stringlistvalu":0,"stringmatchexpress":0,"stringmatchrewardscor":0,"stringvalu":0,"structur":0,"stub":0,"student":0,"student_model":[0,1,2],"studentmodel":0,"style":[0,1,2],"style_descript":[0,1,2],"style_image_config":[0,1,2],"style_reference_config":0,"styledescript":0,"styleguid":0,"styleimageconfig":0,"stylereferenceconfig":[0,1,2],"stylereferenceconfigdict":[0,1,2],"stylereferenceimag":[0,1,2],"stylereferenceimagedict":[0,1,2],"sub":0,"subclass":[0,1],"subject":0,"subject_descript":[0,1,2],"subject_image_config":[0,1,2],"subject_reference_config":0,"subject_typ":[0,1,2],"subject_type_anim":[0,1,2],"subject_type_default":[0,1,2],"subject_type_person":[0,1,2],"subject_type_product":[0,1,2],"subjectdescript":0,"subjectimageconfig":0,"subjectreferenceconfig":[0,1,2],"subjectreferenceconfigdict":[0,1,2],"subjectreferenceimag":[0,1,2],"subjectreferenceimagedict":[0,1,2],"subjectreferencetyp":[0,1,2],"subjecttyp":0,"submodul":[1,2],"subschema":0,"subscrib":0,"subscribed_ev":0,"subscript":0,"subsequ":0,"subset":0,"substitut":0,"substr":0,"subtyp":0,"succe":0,"succeed":0,"success":0,"successful_count":[0,1,2],"successful_forecast_point_count":[0,1,2],"successfulcount":0,"successfulforecastpointcount":0,"successfulli":0,"suffici":0,"suffix":0,"suggest":0,"suitabl":0,"sum":[0,1,2],"summar":1,"summari":0,"sunlight":1,"sunni":1,"sunnyval":1,"supervis":[0,1],"supervised_fine_tun":[0,1,2],"supervised_tuning_data_stat":[0,1,2],"supervised_tuning_spec":[0,1,2],"supervisedhyperparamet":[0,1,2],"supervisedhyperparametersdict":[0,1,2],"supervisedtuningdatasetdistribut":[0,1,2],"supervisedtuningdatasetdistributiondatasetbucket":[0,1,2],"supervisedtuningdatasetdistributiondatasetbucketdict":[0,1,2],"supervisedtuningdatasetdistributiondict":[0,1,2],"supervisedtuningdatastat":[0,1,2],"supervisedtuningdatastatsdict":[0,1,2],"supervisedtuningspec":[0,1,2],"supervisedtuningspecdict":[0,1,2],"suppli":0,"support":0,"supported_act":[0,1,2],"supported_model":0,"supportedact":0,"suppress":0,"surfac":0,"sync":[0,1],"synchron":0,"synthesi":0,"synthid":0,"system":0,"system_instruct":[0,1,2],"systeminstruct":0,"t":[0,1],"tabl":[0,1],"tag":0,"take":[0,1],"talk":0,"target":0,"target_language_cod":[0,1,2],"target_token":[0,1,2],"targetlanguagecod":0,"targettoken":0,"task":0,"task_typ":[0,1,2],"tasktyp":0,"teacher":0,"technic":0,"tell":[0,1],"temperatur":[0,1,2],"templat":0,"temporarili":0,"term":0,"termin":0,"terminate_on_clos":[0,1,2],"terminateonclos":0,"terminologi":0,"test":[0,1],"test_dataset_exampl":1,"test_method":[0,1,2],"test_tabl":[0,1,2],"test_token":1,"testmethod":0,"testtabl":0,"testtablefil":[0,1,2],"testtablefiledict":[0,1,2],"testtableitem":[0,1,2],"testtableitemdict":[0,1,2],"text":[0,2],"text_count":[0,1,2],"text_input":[0,1,2],"text_quality_v1":0,"textcount":0,"textinput":0,"textresponseformat":[0,1,2],"textresponseformatdict":[0,1,2],"textur":0,"than":[0,1],"thei":0,"them":0,"thi":[0,1],"think":[0,1,2],"thinking_budget":[0,1,2],"thinking_config":[0,1,2],"thinking_level":[0,1,2],"thinking_level_unspecifi":[0,1,2],"thinkingbudget":0,"thinkingconfig":[0,1,2],"thinkingconfigdict":[0,1,2],"thinkinglevel":[0,1,2],"third":0,"those":[0,1],"thought":[0,1,2],"thought_signatur":[0,1,2],"thoughts_token_count":[0,1,2],"thoughtsignatur":0,"thoughtstokencount":0,"threaten":0,"three":0,"threshold":[0,1,2],"through":[0,1],"throughput":0,"thu":0,"tie":[0,1,2],"tier":0,"time":[0,1],"time_left":[0,1,2],"time_range_filt":[0,1,2],"time_zon":0,"timeleft":0,"timeless":0,"timeofdai":0,"timeout":[0,1,2],"timerangefilt":0,"timestamp":0,"titl":[0,1,2],"to_yaml_fil":[0,1,2],"togeth":0,"token":2,"token_count":[0,1,2],"token_id":[0,1,2],"tokencount":0,"tokenid":0,"tokens_detail":[0,1,2],"tokens_info":[0,1,2],"tokensdetail":0,"tokensinfo":[0,1,2],"tokensinfodict":[0,1,2],"told":1,"too":0,"too_many_tool_cal":[0,1,2],"tool":[0,2],"tool_cal":[0,1,2],"tool_call_cancel":[0,1,2],"tool_config":[0,1,2],"tool_respons":[0,1,2],"tool_typ":[0,1,2],"tool_type_unspecifi":[0,1,2],"tool_use_prompt_token_count":[0,1,2],"tool_use_prompt_tokens_detail":[0,1,2],"toolcal":[0,1,2],"toolcallcancel":0,"toolcalldict":[0,1,2],"toolcallmessag":0,"toolcodeexecut":[0,1,2],"toolcodeexecutiondict":[0,1,2],"toolconfig":[0,1,2],"toolconfigdict":[0,1,2],"tooldict":[0,1,2],"toolexaaisearch":[0,1,2],"toolexaaisearchdict":[0,1,2],"toolparallelaisearch":[0,1,2],"toolparallelaisearchdict":[0,1,2],"toolrespons":[0,1,2],"toolresponsedict":[0,1,2],"tooltyp":[0,1,2],"tooluseprompttokencount":0,"tooluseprompttokensdetail":0,"top":[0,1],"top_candid":[0,1,2],"top_k":[0,1,2],"top_p":[0,1,2],"topcandid":0,"topic":0,"topk":0,"topp":0,"torment":0,"total":0,"total_area_sq_mi":1,"total_billable_character_count":[0,1,2],"total_billable_token_count":[0,1,2],"total_prompts_in_dataset":0,"total_reward":0,"total_step":0,"total_token":[0,1,2],"total_token_count":[0,1,2],"total_truncated_example_count":[0,1,2],"total_tuning_character_count":[0,1,2],"totalbillablecharactercount":0,"totalbillabletokencount":0,"totaltoken":0,"totaltokencount":0,"totaltruncatedexamplecount":0,"totaltuningcharactercount":0,"toward":0,"track":0,"trade":0,"tradit":0,"traffic":0,"traffic_typ":[0,1,2],"traffic_type_unspecifi":[0,1,2],"traffictyp":[0,1,2],"train":0,"training_dataset":[0,1,2],"training_dataset_stat":[0,1,2],"training_dataset_uri":[0,1,2],"trainingdataset":0,"trainingdatasetstat":0,"trainingdataseturi":0,"transact":0,"transcript":[0,1,2],"transcriptiondict":[0,1,2],"transit":0,"translat":0,"translation_config":[0,1,2],"translationconfig":[0,1,2],"translationconfigdict":[0,1,2],"transpar":[0,1,2],"transport":0,"treat":0,"trigger":[0,1,2],"trigger_id":0,"trigger_token":[0,1,2],"triggertoken":0,"true":[0,1],"truncat":[0,1,2],"truncated_example_indic":[0,1,2],"truncatedexampleindic":0,"trust_env":1,"try":[0,1],"ttl":[0,1,2],"tune":2,"tuned_model":[0,1,2],"tuned_model_display_nam":[0,1,2],"tuned_model_info":[0,1,2],"tuned_model_nam":[0,1,2],"tuned_teacher_model_sourc":[0,1,2],"tunedmodel":[0,1,2],"tunedmodelcheckpoint":[0,1,2],"tunedmodelcheckpointdict":[0,1,2],"tunedmodeldict":[0,1,2],"tunedmodeldisplaynam":0,"tunedmodelinfo":[0,1,2],"tunedmodelinfodict":[0,1,2],"tunedmodelnam":0,"tunedteachermodelsourc":0,"tuning_data_stat":[0,1,2],"tuning_dataset_example_count":[0,1,2],"tuning_job":[0,1,2],"tuning_job_id":0,"tuning_job_metadata":[0,1,2],"tuning_job_st":[0,1,2],"tuning_job_state_post_process":[0,1,2],"tuning_job_state_processing_dataset":[0,1,2],"tuning_job_state_tun":[0,1,2],"tuning_job_state_unspecifi":[0,1,2],"tuning_job_state_waiting_for_capac":[0,1,2],"tuning_job_state_waiting_for_quota":[0,1,2],"tuning_mod":[0,1,2],"tuning_mode_ful":[0,1,2],"tuning_mode_peft_adapt":[0,1,2],"tuning_mode_unspecifi":[0,1,2],"tuning_spe":[0,1,2],"tuning_speed_unspecifi":[0,1,2],"tuning_step_count":[0,1,2],"tuning_task":[0,1,2],"tuning_task_i2v":[0,1,2],"tuning_task_r2v":[0,1,2],"tuning_task_t2v":[0,1,2],"tuning_task_unspecifi":[0,1,2],"tuningdataset":[0,1,2],"tuningdatasetdict":[0,1,2],"tuningdatasetexamplecount":0,"tuningdatastat":[0,1,2],"tuningdatastatsdict":[0,1,2],"tuningexampl":[0,1,2],"tuningexampledict":[0,1,2],"tuningjob":[0,1,2],"tuningjobdict":[0,1,2],"tuningjobmetadata":[0,1,2],"tuningjobmetadatadict":[0,1,2],"tuningjobst":[0,1,2],"tuningmethod":[0,1,2],"tuningmod":[0,1,2],"tuningoper":[0,1,2],"tuningoperationdict":[0,1,2],"tuningspe":[0,1,2],"tuningstepcount":0,"tuningtask":[0,1,2],"tuningvalidationdataset":[0,1,2],"tuningvalidationdatasetdict":[0,1,2],"tupl":0,"turn":[0,1,2],"turn_complet":[0,1,2],"turn_complete_reason":[0,1,2],"turn_complete_reason_unspecifi":[0,1,2],"turn_coverag":[0,1,2],"turn_coverage_unspecifi":[0,1,2],"turn_includes_all_input":[0,1,2],"turn_includes_audio_activity_and_all_video":[0,1,2],"turn_includes_only_act":[0,1,2],"turn_on_the_light":0,"turncomplet":0,"turncompletereason":[0,1,2],"turncoverag":[0,1,2],"two":[0,1],"txt":[0,1],"type":2,"type_check":0,"type_unspecifi":[0,1,2],"typeddict":[0,1],"typic":0,"u":[0,1],"u2019":0,"u2019t":0,"ui":0,"ultra":0,"umbrella":1,"unari":0,"unavail":0,"uncertain":0,"uncertainti":0,"unchang":0,"uncondition":0,"undefin":0,"under":0,"underli":[0,1],"underscor":0,"understand":0,"undo":0,"unexpect":0,"unexpected_tool_cal":[0,1,2],"unicod":0,"unifi":0,"unifiedmetr":[0,1,2],"unifiedmetricdict":[0,1,2],"unimpl":0,"union":0,"uniontyp":0,"uniqu":[0,1],"unique_id":0,"unique_item":[0,1,2],"uniqueitem":0,"unit":[0,1],"unknown":0,"unknowninteractionsseev":0,"unless":0,"unlock":0,"unrol":0,"unsaf":0,"unsafe_prompt_for_image_gener":[0,1,2],"unset":0,"unspecifi":[0,1,2],"unstable_experiment":[0,1,2],"unsupport":0,"until":[0,1],"unus":0,"up":[0,1],"updat":[0,2],"update_mask":0,"update_tim":[0,1,2],"updatecachedcontentconfig":[0,1,2],"updatecachedcontentconfigdict":[0,1,2],"updatemodelconfig":[0,1,2],"updatemodelconfigdict":[0,1,2],"updatetim":0,"upload":[0,2],"uploadfileconfig":[0,1,2],"uploadfileconfigdict":[0,1,2],"uploadtofilesearchstor":0,"uploadtofilesearchstoreconfig":[0,1,2],"uploadtofilesearchstoreconfigdict":[0,1,2],"uploadtofilesearchstoreoper":[0,1,2],"uploadtofilesearchstorerespons":[0,1,2],"uploadtofilesearchstoreresponsedict":[0,1,2],"uploadtofilesearchstoreresumablerespons":[0,1,2],"uploadtofilesearchstoreresumableresponsedict":[0,1,2],"upper":0,"upscal":0,"upscale_factor":[0,1,2],"upscale_imag":[0,1,2],"upscalefactor":0,"upscaleimageconfig":[0,1,2],"upscaleimageconfigdict":[0,1,2],"upscaleimageparamet":[0,1,2],"upscaleimageparametersdict":[0,1,2],"upscaleimagerespons":[0,1,2],"upscaleimageresponsedict":[0,1,2],"uri":[0,1,2],"url":[0,2],"url_context":[0,1,2],"url_context_metadata":[0,1,2],"url_metadata":[0,1,2],"url_retrieval_statu":[0,1,2],"url_retrieval_status_error":[0,1,2],"url_retrieval_status_paywal":[0,1,2],"url_retrieval_status_success":[0,1,2],"url_retrieval_status_unsaf":[0,1,2],"url_retrieval_status_unspecifi":[0,1,2],"urlcontext":[0,1,2],"urlcontextdict":[0,1,2],"urlcontextmetadata":[0,1,2],"urlcontextmetadatadict":[0,1,2],"urllib":1,"urlmetadata":[0,1,2],"urlmetadatadict":[0,1,2],"urlretrievalstatu":[0,1,2],"us":[0,2],"usag":0,"usage_metadata":[0,1,2],"usagemetadata":[0,1,2],"usagemetadatadict":[0,1,2],"use_effective_ord":[0,1,2],"use_json_schema":0,"use_stemm":[0,1,2],"useeffectiveord":0,"user":[0,1],"user_consent_manag":[0,1,2],"user_cont":0,"user_dataset_exampl":[0,1,2],"user_input_token_distribut":[0,1,2],"user_message_per_example_distribut":[0,1,2],"user_metadata":[0,1,2],"user_output_token_distribut":[0,1,2],"user_profil":1,"user_prompt_cont":1,"user_requested_aux_info":[0,1,2],"usercont":[0,1,2],"userdatasetexampl":0,"userinputtokendistribut":0,"usermessageperexampledistribut":0,"usermetadata":0,"usernam":1,"useroutputtokendistribut":0,"userrequestedauxinfo":0,"usestemm":0,"utc":0,"utf":0,"util":0,"uv":1,"v1":[0,1],"v1alpha":[0,1],"v3":0,"vad":0,"vad_sign":0,"vad_signal_typ":[0,1,2],"vad_signal_type_eo":[0,1,2],"vad_signal_type_so":[0,1,2],"vad_signal_type_unspecifi":[0,1,2],"vadsignaltyp":[0,1,2],"valid":[0,1,2],"validate_nam":[0,1,2],"validate_reward":[0,1,2],"validatereinforcementtuningreward":0,"validaterewardconfig":[0,1,2],"validaterewardconfigdict":[0,1,2],"validaterewardrespons":[0,1,2],"validaterewardresponsedict":[0,1,2],"validation_dataset":[0,1,2],"validation_dataset_uri":[0,1,2],"validationdataset":0,"validationdataseturi":0,"validationerror":0,"valu":[0,1,2],"value1":0,"value2":0,"value_string_match_express":[0,1,2],"valueerror":0,"valuestringmatchexpress":0,"vari":0,"variabl":[0,1],"varianc":[0,1,2],"variat":0,"varieti":0,"variou":0,"vector":0,"vector_distance_threshold":[0,1,2],"vector_similarity_threshold":[0,1,2],"vectordistancethreshold":0,"vectorsimilaritythreshold":0,"veo":0,"veo_data_mixture_ratio":[0,1,2],"veo_lora_tuning_spec":[0,1,2],"veo_tuning_spec":[0,1,2],"veodatamixtureratio":0,"veohyperparamet":[0,1,2],"veohyperparametersdict":[0,1,2],"veoloratuningspec":[0,1,2],"veoloratuningspecdict":[0,1,2],"veotuningspec":[0,1,2],"veotuningspecdict":[0,1,2],"verbatim":[0,1,2],"verbose_answ":0,"veri":0,"verif":0,"verifi":0,"versa":0,"version":[0,1,2],"version_id":0,"vertex":[0,1],"vertex_ai":0,"vertex_ai_search":[0,1,2],"vertex_dataset":[0,1,2],"vertex_dataset_nam":[0,1,2],"vertex_dataset_resourc":[0,1,2],"vertex_multimodal_dataset_nam":[0,1,2],"vertex_rag_stor":[0,1,2],"vertexai":[0,1,2],"vertexaisearch":[0,1,2],"vertexaisearchdatastorespec":[0,1,2],"vertexaisearchdatastorespecdict":[0,1,2],"vertexaisearchdict":[0,1,2],"vertexdataset":0,"vertexdatasetnam":0,"vertexdatasetresourc":0,"vertexmultimodaldatasetdestin":[0,1,2],"vertexmultimodaldatasetdestinationdict":[0,1,2],"vertexmultimodaldatasetnam":0,"vertexragdataservic":0,"vertexragstor":[0,1,2],"vertexragstoredict":[0,1,2],"vertexragstoreragresourc":[0,1,2],"vertexragstoreragresourcedict":[0,1,2],"via":[0,1],"vice":0,"video":[0,2],"video_bitrate_bp":[0,1,2],"video_byt":[0,1,2],"video_duration_second":[0,1,2],"video_metadata":[0,1,2],"video_orient":[0,1,2],"video_orientation_unspecifi":[0,1,2],"videobitratebp":0,"videobyt":0,"videocompressionqu":[0,1,2],"videodict":[0,1,2],"videodurationsecond":0,"videogenerationmask":[0,1,2],"videogenerationmaskdict":[0,1,2],"videogenerationmaskmod":[0,1,2],"videogenerationreferenceimag":[0,1,2],"videogenerationreferenceimagedict":[0,1,2],"videogenerationreferencetyp":[0,1,2],"videometadata":[0,1,2],"videometadatadict":[0,1,2],"videoorient":[0,1,2],"videoresponseformat":[0,1,2],"videoresponseformatdict":[0,1,2],"view":0,"violat":0,"violenc":0,"virtual":0,"virtual_try_on_respons":0,"vocabulari":0,"vocal":[0,1,2],"voic":[0,1,2],"voice_act":[0,1,2],"voice_activity_detection_sign":[0,1,2],"voice_activity_typ":[0,1,2],"voice_activity_type_unspecifi":0,"voice_config":[0,1,2],"voice_consent_signatur":[0,1,2],"voice_nam":[0,1,2],"voice_sample_audio":[0,1,2],"voiceact":[0,1,2],"voiceactivitydetectionsign":[0,1,2],"voiceactivitydetectionsignaldict":[0,1,2],"voiceactivitydict":[0,1,2],"voiceactivitytyp":[0,1,2],"voiceconfig":[0,1,2],"voiceconfigdict":[0,1,2],"voiceconsentsignatur":[0,1,2],"voiceconsentsignaturedict":[0,1,2],"voicenam":0,"voicesampleaudio":0,"vscode":0,"wa":0,"wai":[0,1],"wait":0,"waiting_for_input":[0,1,2],"waitingforinput":0,"want":[0,1],"warn":0,"watermark":0,"wav":0,"we":[0,1],"wear":0,"weather":1,"web":[0,1,2],"web_search":[0,1,2],"web_search_queri":[0,1,2],"webhook":[0,1,2],"webhook_config":[0,1,2],"webhook_id":[],"webhookconfig":[0,1,2],"webhookconfigdict":[0,1,2],"websearch":[0,1,2],"websearchdict":[0,1,2],"websearchqueri":0,"websit":0,"websocket":0,"webview":0,"weight":[0,1,2],"weight_a":0,"weight_b":0,"weighted_prompt":[0,1,2],"weighted_reward_config":[0,1,2],"weightedprompt":[0,1,2],"weightedpromptdict":[0,1,2],"weightedrewardconfig":0,"welcom":0,"well":[0,1],"were":0,"west":0,"west1":0,"west2":0,"west3":0,"west4":0,"west6":0,"west8":0,"west9":0,"wget":1,"wgs84":0,"what":[0,1],"when":[0,1],"when_idl":[0,1,2],"where":[0,1],"whether":[0,1],"which":0,"whichev":0,"while":[0,1],"white":[0,1],"white_space_config":[0,1,2],"whitespaceconfig":[0,1,2],"whitespaceconfigdict":[0,1,2],"who":0,"whole":0,"whose":0,"why":[0,1],"widget":0,"wikipedia":0,"wildcard":0,"will_continu":[0,1,2],"willcontinu":0,"win":0,"window":0,"winner":0,"wish":0,"with_raw_respons":[0,1,2],"with_streaming_respons":[0,1,2],"within":[0,1],"without":0,"woodwind":1,"word":[0,1,2],"word_timestamp":[0,1,2],"wordinfo":[0,1,2],"wordinfodict":[0,1,2],"wordtimestamp":0,"work":[0,1],"workload":0,"world":0,"would":0,"wrap":0,"wrap_sdk_cal":0,"wrapper":0,"write":1,"written":0,"wrong":0,"wrong_answer_reward":[0,1,2],"wronganswerreward":0,"x":1,"x2":[0,1],"x4":0,"xmqnxf":0,"y":1,"yaml":0,"ye":0,"year":[0,1,2],"yet":[0,1],"yield":0,"york":1,"you":[0,1],"your":[0,1],"your_image_mime_typ":1,"your_image_path":1,"z":0,"zdr":0,"zero":0,"zh":[0,1,2],"zone":0,"zoom":0},"titles":["Submodules","Google Gen AI SDK","google"],"titleterms":{"ai":1,"aiohttp":1,"ani":1,"api":1,"argument":1,"async":1,"asynchron":1,"automat":1,"base":1,"batch":1,"bodi":1,"cach":1,"call":1,"chat":1,"client":[0,1],"close":1,"comput":1,"config":1,"content":1,"context":1,"count":1,"creat":1,"custom":1,"declar":1,"delet":1,"develop":1,"disabl":1,"edit":1,"emb":1,"enum":1,"error":1,"experiment":1,"extra":1,"faster":1,"file":1,"function":1,"gao":0,"gemini":1,"gen":1,"genai":0,"gener":1,"generate_cont":1,"get":1,"googl":[1,2],"handl":1,"how":1,"imag":1,"imagen":1,"import":1,"input":1,"instal":1,"instanc":1,"instruct":1,"invok":1,"job":1,"json":1,"list":1,"live":0,"local":1,"manag":1,"manual":1,"mcp":1,"messag":1,"mix":1,"mode":1,"model":[0,1],"modul":0,"non":1,"onli":1,"option":1,"other":1,"output":1,"pager":1,"part":1,"predict":1,"protocol":1,"provid":1,"proxi":1,"pydant":1,"python":1,"refer":1,"request":1,"resourc":0,"respons":1,"safeti":1,"schema":1,"sdk":1,"select":1,"send":1,"set":1,"stream":1,"string":1,"structur":1,"submodul":0,"support":1,"synchron":1,"system":1,"text":1,"token":[0,1],"tool":1,"tune":[0,1],"type":[0,1],"updat":1,"upload":1,"upscal":1,"url":1,"us":1,"veo":1,"video":1}})
\ No newline at end of file